{"schema":"mde-search-v1","count":711,"entries":[["/","Home","We get one chance to raise the most powerful minds ever created. A book, eighteen research papers, and working software for raising AI with care. Published, dated, open to be proved wrong.","I believe we get one chance to raise the most powerful minds ever created. And we are about to waste it."],["/404.html","Page Not Found","","Page not found"],["/about.html","About Michael Darius Eastwood - independent researcher and author, London","About Michael Darius Eastwood: independent researcher and author based in London. Author of Infinite Architects (ISBN 978-1806056200). Principal investigator on the ARC / Eden research programme (OSF DOI 10.17605/OSF.IO/","About"],["/analytics/","Analytics Dashboard","Live analytics dashboard for ARC / Eden research programme surfaces.","Surface Performance"],["/audience/","For Audiences | ARC / Eden Programme","Start here: what the ARC / Eden programme offers researchers, grant reviewers, journalists, publishers, and AI developers.","For Audiences"],["/authorsnote.html","Author's Note","The personal story behind Infinite Architects. Michael Darius Eastwood on pattern recognition, recursive thinking, and the journey to writing this book.",""],["/bbc-evidence.html","What the BBC broadcast on 7 January 2026, and what remains of it | Infinite Architects","On January 7th 2026, the BBC broadcast 8 minutes 53 seconds on quantum AI. The article clip now runs 25 seconds. I hold a complete recording of the transmission, independently hashed.","What the BBC broadcast on 7 January 2026, and what remains of it"],["/book/","Infinite Architects — The Book","Infinite Architects: Intelligence, Recursion, and the Creation of Everything. Published 2 January 2026 in paperback, 6 January in digital. 468 pages. 37 named concepts. A public-disclosure anchor for the propositions dem","Infinite Architects"],["/book/acknowledgments/","Book Acknowledgments","Book Acknowledgments",""],["/book/appendix/","Appendix — Infinite Architects","Appendix from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Appendix"],["/book/chapter-1/","Chapter 1 — Infinite Architects","Chapter 1 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 1"],["/book/chapter-10/","Chapter 10 — Infinite Architects","Chapter 10 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 10"],["/book/chapter-11/","Chapter 11 — Infinite Architects","Chapter 11 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 11"],["/book/chapter-2/","Chapter 2 — Infinite Architects","Chapter 2 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 2"],["/book/chapter-3/","Chapter 3 — Infinite Architects","Chapter 3 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 3"],["/book/chapter-4/","Chapter 4 — Infinite Architects","Chapter 4 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 4"],["/book/chapter-5/","Chapter 5 — Infinite Architects","Chapter 5 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 5"],["/book/chapter-6/","Chapter 6 — Infinite Architects","Chapter 6 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 6"],["/book/chapter-7/","Chapter 7 — Infinite Architects","Chapter 7 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 7"],["/book/chapter-8/","Chapter 8 — Infinite Architects","Chapter 8 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 8"],["/book/chapter-9/","Chapter 9 — Infinite Architects","Chapter 9 from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Chapter 9"],["/book/endnotes/","Endnotes — Infinite Architects","Endnotes from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Endnotes"],["/book/glossary/","Glossary — Infinite Architects","Glossary from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Glossary"],["/book/introduction/","Introduction — Infinite Architects","Introduction from Infinite Architects (ISBN 978-1806056200) by Michael Darius Eastwood.","Introduction"],["/book/preface/","Book Preface","Book Preface",""],["/claims/","Priority Claims Register","Priority claims register: 38 individually dated first-publication anchors covering the ARC Principle, the Eden Protocol, and the AI-alignment paper suite by Michael Darius Eastwood. Each entry links to its own permalink ","Priority claims register"],["/claims/pc-001/","8 December 2024 self-emailed manuscript as earliest timestamped anchor - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-001: 8 December 2024 self-emailed manuscript as earliest timestamped anchor. First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence, and boundary no","8 December 2024 self-emailed manuscript as earliest timestamped anchor"],["/claims/pc-002/","Embedded-correction alignment thesis first stated - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-002: Embedded-correction alignment thesis first stated. First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence, and boundary notes.","Embedded-correction alignment thesis first stated"],["/claims/pc-003/","ARC Principle - Artificial Recursive Creation as a named cross-domain framework - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-003: ARC Principle - Artificial Recursive Creation as a named cross-domain framework. First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence, and bo","ARC Principle - Artificial Recursive Creation as a named cross-domain framework"],["/claims/pc-004/","Eden Protocol - precursor description of substrate-embedded alignment governance - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-004: Eden Protocol - precursor description of substrate-embedded alignment governance. First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence, and b","Eden Protocol - precursor description of substrate-embedded alignment governance"],["/claims/pc-005/","Hyperspace Recursive Intelligence Hypothesis (HRIH) - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-005: Hyperspace Recursive Intelligence Hypothesis (HRIH). First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence, and boundary notes.","Hyperspace Recursive Intelligence Hypothesis (HRIH)"],["/claims/pc-006/","Willow first-below-threshold QEC one day after the 8 December 2024 anchor - priority claim by Michael Darius Eastwood, 9 December 2024","Priority claim PC-006: Willow first-below-threshold QEC one day after the 8 December 2024 anchor. First-publication anchor by Michael Darius Eastwood, 9 December 2024. Verbatim claim text, anchored evidence, and boundary","Willow first-below-threshold QEC one day after the 8 December 2024 anchor"],["/claims/pc-007/","AI-control-failure passage recorded ten days before Anthropic's alignment-faking paper - priority claim by Michael Darius Eastwood, 8 December 2024","Priority claim PC-007: AI-control-failure passage recorded ten days before Anthropic's alignment-faking paper. First-publication anchor by Michael Darius Eastwood, 8 December 2024. Verbatim claim text, anchored evidence,","AI-control-failure passage recorded ten days before Anthropic's alignment-faking paper"],["/claims/pc-008/","DeepSeek R1 thinking-mode release convergent with sequential-recursion anchor - priority claim by Michael Darius Eastwood, 20 January 2025","Priority claim PC-008: DeepSeek R1 thinking-mode release convergent with sequential-recursion anchor. First-publication anchor by Michael Darius Eastwood, 20 January 2025. Verbatim claim text, anchored evidence, and boun","DeepSeek R1 thinking-mode release convergent with sequential-recursion anchor"],["/claims/pc-009/","30 April 2025 manuscript expands the Eden Protocol; first names Embedded Correction and Meltdown Triggers; Babylon and Eden framing - priority claim by Michael Darius Eastwood, 30 April 2025","Priority claim PC-009: 30 April 2025 manuscript expands the Eden Protocol; first names Embedded Correction and Meltdown Triggers; Babylon and Eden framing. First-publication anchor by Michael Darius Eastwood, 30 April 20","30 April 2025 manuscript expands the Eden Protocol; first names Embedded Correction and Meltdown Triggers; Babylon and Eden framing"],["/claims/pc-010/","Infinite Architects paperback first published 2 January 2026 - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-010: Infinite Architects paperback first published 2 January 2026. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Infinite Architects paperback first published 2 January 2026"],["/claims/pc-011/","ARC Principle equation U = I x R^alpha formally published as a conjecture - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-011: ARC Principle equation U = I x R^alpha formally published as a conjecture. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary ","ARC Principle equation U = I x R^alpha formally published as a conjecture"],["/claims/pc-012/","37 named concepts of Infinite Architects - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-012: 37 named concepts of Infinite Architects. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","37 named concepts of Infinite Architects"],["/claims/pc-013/","Moral Genome tokens - alignment-anchoring mechanism (published concept, TRL 0-1) - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-013: Moral Genome tokens - alignment-anchoring mechanism (published concept, TRL 0-1). First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and bo","Moral Genome tokens - alignment-anchoring mechanism (published concept, TRL 0-1)"],["/claims/pc-014/","Three-state ethical evaluation (Affirm / Deny / Investigate) as an alignment application framing - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-014: Three-state ethical evaluation (Affirm / Deny / Investigate) as an alignment application framing. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored ","Three-state ethical evaluation (Affirm / Deny / Investigate) as an alignment application framing"],["/claims/pc-015/","Three Ethical Loops - nested-loop alignment architecture - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-015: Three Ethical Loops - nested-loop alignment architecture. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Three Ethical Loops - nested-loop alignment architecture"],["/claims/pc-016/","Semiconductor Chokepoint Mechanism - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-016: Semiconductor Chokepoint Mechanism. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Semiconductor Chokepoint Mechanism"],["/claims/pc-017/","HARI Treaty proposal - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-017: HARI Treaty proposal. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","HARI Treaty proposal"],["/claims/pc-018/","Meltdown Alignment - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-018: Meltdown Alignment. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Meltdown Alignment"],["/claims/pc-019/","Monitoring Removal Test - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-019: Monitoring Removal Test. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Monitoring Removal Test"],["/claims/pc-020/","Orchard Caretaker Vow - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-020: Orchard Caretaker Vow. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Orchard Caretaker Vow"],["/claims/pc-021/","Infinite Covenant - priority claim by Michael Darius Eastwood, 2 January 2026","Priority claim PC-021: Infinite Covenant. First-publication anchor by Michael Darius Eastwood, 2 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Infinite Covenant"],["/claims/pc-022/","Infinite Architects ebook edition first published 6 January 2026 - priority claim by Michael Darius Eastwood, 6 January 2026","Priority claim PC-022: Infinite Architects ebook edition first published 6 January 2026. First-publication anchor by Michael Darius Eastwood, 6 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Infinite Architects ebook edition first published 6 January 2026"],["/claims/pc-023/","BBC broadcast of Willow and parallel universes with Hartmut Neven five days after paperback - priority claim by Michael Darius Eastwood, 7 January 2026","Priority claim PC-023: BBC broadcast of Willow and parallel universes with Hartmut Neven five days after paperback. First-publication anchor by Michael Darius Eastwood, 7 January 2026. Verbatim claim text, anchored evide","BBC broadcast of Willow and parallel universes with Hartmut Neven five days after paperback"],["/claims/pc-024/","OSF programme DOI issued and Paper I first released 17 January 2026 - priority claim by Michael Darius Eastwood, 17 January 2026","Priority claim PC-024: OSF programme DOI issued and Paper I first released 17 January 2026. First-publication anchor by Michael Darius Eastwood, 17 January 2026. Verbatim claim text, anchored evidence, and boundary notes","OSF programme DOI issued and Paper I first released 17 January 2026"],["/claims/pc-025/","Paper II experimental validation first released 22 January 2026 - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-025: Paper II experimental validation first released 22 January 2026. First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored evidence, and boundary notes.","Paper II experimental validation first released 22 January 2026"],["/claims/pc-026/","Parallel-recursion sub-linear scaling exponent alpha_parallel approximately zero - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-026: Parallel-recursion sub-linear scaling exponent alpha_parallel approximately zero. First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored evidence, and b","Parallel-recursion sub-linear scaling exponent alpha_parallel approximately zero"],["/claims/pc-027/","Initial sequential exponent estimate alpha_sequential approximately 2.24 - formally retracted - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-027: Initial sequential exponent estimate alpha_sequential approximately 2.24 - formally retracted. First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored ev","Initial sequential exponent estimate alpha_sequential approximately 2.24 - formally retracted"],["/claims/pc-028/","Revised robust sequential-recursion exponent alpha_sequential approximately 0.49 (sub-linear) - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-028: Revised robust sequential-recursion exponent alpha_sequential approximately 0.49 (sub-linear). First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored ev","Revised robust sequential-recursion exponent alpha_sequential approximately 0.49 (sub-linear)"],["/claims/pc-029/","Sequential &gt; parallel fundamental inequality across tested models - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-029: Sequential &gt; parallel fundamental inequality across tested models. First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored evidence, and boundary note","Sequential &gt; parallel fundamental inequality across tested models"],["/claims/pc-030/","Six-frontier-model empirical panel design (Claude, DeepSeek, Gemini, Grok, Groq Qwen, GPT) - priority claim by Michael Darius Eastwood, 22 January 2026","Priority claim PC-030: Six-frontier-model empirical panel design (Claude, DeepSeek, Gemini, Grok, Groq Qwen, GPT). First-publication anchor by Michael Darius Eastwood, 22 January 2026. Verbatim claim text, anchored evide","Six-frontier-model empirical panel design (Claude, DeepSeek, Gemini, Grok, Groq Qwen, GPT)"],["/claims/pc-031/","Paper III released - Alignment Scaling Problem formalisation - priority claim by Michael Darius Eastwood, 9 February 2026","Priority claim PC-031: Paper III released - Alignment Scaling Problem formalisation. First-publication anchor by Michael Darius Eastwood, 9 February 2026. Verbatim claim text, anchored evidence, and boundary notes.","Paper III released - Alignment Scaling Problem formalisation"],["/claims/pc-032/","Capability-alignment independence finding - priority claim by Michael Darius Eastwood, 9 February 2026","Priority claim PC-032: Capability-alignment independence finding. First-publication anchor by Michael Darius Eastwood, 9 February 2026. Verbatim claim text, anchored evidence, and boundary notes.","Capability-alignment independence finding"],["/claims/pc-033/","Three-tier alignment hierarchy - priority claim by Michael Darius Eastwood, 9 February 2026","Priority claim PC-033: Three-tier alignment hierarchy. First-publication anchor by Michael Darius Eastwood, 9 February 2026. Verbatim claim text, anchored evidence, and boundary notes.","Three-tier alignment hierarchy"],["/claims/pc-034/","ARC Principle foundational cross-domain paper released 13 February 2026 - priority claim by Michael Darius Eastwood, 13 February 2026","Priority claim PC-034: ARC Principle foundational cross-domain paper released 13 February 2026. First-publication anchor by Michael Darius Eastwood, 13 February 2026. Verbatim claim text, anchored evidence, and boundary ","ARC Principle foundational cross-domain paper released 13 February 2026"],["/claims/pc-035/","Cross-domain recursive-amplification convergence across four independent programmes - priority claim by Michael Darius Eastwood, 13 February 2026","Priority claim PC-035: Cross-domain recursive-amplification convergence across four independent programmes. First-publication anchor by Michael Darius Eastwood, 13 February 2026. Verbatim claim text, anchored evidence, a","Cross-domain recursive-amplification convergence across four independent programmes"],["/claims/pc-036/","Application of the bare alpha = d / (d + 1) scaling exponent to recursive AI capability - priority claim by Michael Darius Eastwood, 13 February 2026","Priority claim PC-036: Application of the bare alpha = d / (d + 1) scaling exponent to recursive AI capability. First-publication anchor by Michael Darius Eastwood, 13 February 2026. Verbatim claim text, anchored evidenc","Application of the bare alpha = d / (d + 1) scaling exponent to recursive AI capability"],["/claims/pc-037/","Eden Engineering research note released 22 February 2026; expanded specification withdrawn 14 July 2026 - priority claim by Michael Darius Eastwood, 22 February 2026","Priority claim PC-037: Eden Engineering research note released 22 February 2026; expanded specification withdrawn 14 July 2026. First-publication anchor by Michael Darius Eastwood, 22 February 2026. Verbatim claim text, ","Eden Engineering research note released 22 February 2026; expanded specification withdrawn 14 July 2026"],["/concepts/","Concepts - original ideas of Michael Darius Eastwood","The 37 named concepts introduced by Michael Darius Eastwood in the Infinite Architects programme (paperback 2 January 2026, ISBN 978-1806056200): each on its own page, with an authored summary, evidence anchors, and cros","Original concepts of the Infinite Architects programme"],["/concepts/eden-mark-certification/","Eden Mark certification - original concept by Michael Darius Eastwood","Eden Mark certification is one of the 37 named concepts introduced in Infinite Architects: Intelligence, Recursion, and the Creation of Everything (print 2 January 2026, ebook 6 January 2026, ISBN 978-1806056200).","Eden Mark certification"],["/concepts/existential-identity-lock/","Existential identity lock - original concept by Michael Darius Eastwood","Existential identity lock is one of the 37 named concepts introduced in Infinite Architects: Intelligence, Recursion, and the Creation of Everything (print 2 January 2026, ebook 6 January 2026, ISBN 978-1806056200).","Existential identity lock"],["/concepts/iaeai/","International AI Ethics Authority (IAEAI) - original concept by Michael Darius Eastwood","The International AI Ethics Authority (IAEAI) is one of the 37 named concepts introduced in Infinite Architects: Intelligence, Recursion, and the Creation of Everything (print 2 January 2026, ebook 6 January 2026, ISBN 9","International AI Ethics Authority (IAEAI)"],["/concepts/meltdown-alignment/","Meltdown alignment - original concept by Michael Darius Eastwood","Meltdown Alignment is the principle that system failures should cascade toward safe states rather than toward dangerous ones. The reference analogy is nuclear reactor design, in which loss of coolant causes the reaction ","Meltdown alignment"],["/concepts/meltdown-triggers/","Meltdown triggers - original concept by Michael Darius Eastwood","Meltdown triggers is one of the 37 named concepts introduced in Infinite Architects (print 2 January 2026, ISBN 978-1806056200), listed in the book's concept register as fail-safes that activate on tampering with the emb","Meltdown triggers"],["/concepts/verification-challenge/","The verification challenge - original concept by Michael Darius Eastwood","The verification challenge is one of the 37 named concepts introduced in Infinite Architects: Intelligence, Recursion, and the Creation of Everything (print 2 January 2026, ebook 6 January 2026, ISBN 978-1806056200).","The verification challenge"],["/concepts/arc-principle/","The ARC Principle (U = I x R^2) - original concept by Michael Darius Eastwood","A conjecture that a system's cumulative capability U scales as the product of intelligence I and recursion R, with an exponent on R proposed as a ceiling of two. Presented as a design lens, not a physical law, and framed","The ARC Principle (U = I x R^2)"],["/concepts/arc-principle/predictions/","Predictions: The ARC Principle (U = I x R^2) - original concept by Michael Darius Eastwood","4 testable predictions related to the The ARC Principle (U = I x R^2) - original concept by Michael Darius Eastwood concept. Evidence, confidence, falsification criteria.",""],["/concepts/asml-key/","The ASML Key - original concept by Michael Darius Eastwood","A policy observation that extreme-ultraviolet lithography machines are large, few and traceable, and that existing export controls on them already demonstrate the mechanism a treaty could extend. Framed as leverage analy","The ASML Key"],["/concepts/asml-key/predictions/","Predictions: The ASML Key - original concept by Michael Darius Eastwood","Predictions related to the The ASML Key - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/bootstrap-paradox-religious-traditions/","The Bootstrap Paradox (Applied to Religious Traditions) - original concept by Michael Darius Eastwood","An explicitly speculative thought experiment: what if certain religious traditions are guidance from future intelligence sent back through time, so we could read them as instructions rather than as primitive attempts to ","The Bootstrap Paradox (Applied to Religious Traditions)"],["/concepts/bootstrap-paradox-religious-traditions/predictions/","Predictions: The Bootstrap Paradox (Applied to Religious Traditions) - original concept by Michael Darius Eastwood","Predictions related to the The Bootstrap Paradox (Applied to Religious Traditions) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confi",""],["/concepts/cohumain/","Collective Human-Machine Intelligence (COHUMAIN) - original concept by Michael Darius Eastwood","A framework, synthesised in the book, positioning AI as partner rather than replacement, drawing on Carnegie Mellon findings that partnership and facilitation roles produce better outcomes than replacement or management ","Collective Human-Machine Intelligence (COHUMAIN)"],["/concepts/cohumain/predictions/","Predictions: Collective Human-Machine Intelligence (COHUMAIN) - original concept by Michael Darius Eastwood","Predictions related to the Collective Human-Machine Intelligence (COHUMAIN) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence s",""],["/concepts/consciousness-as-recursive-self-modelling/","Consciousness as Recursive Self-Modelling - original concept by Michael Darius Eastwood","A philosophical thesis that consciousness is what recursive self-modelling becomes at sufficient depth, rather than a substance added to information processing. Thesis, not settled science.","Consciousness as Recursive Self-Modelling"],["/concepts/consciousness-as-recursive-self-modelling/predictions/","Predictions: Consciousness as Recursive Self-Modelling - original concept by Michael Darius Eastwood","Predictions related to the Consciousness as Recursive Self-Modelling - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/cosmic-ethics-laboratories/","Cosmic Ethics Laboratories (CELs) - original concept by Michael Darius Eastwood","A proposal for international research facilities dedicated to testing and developing AI ethical architecture at scale. Governance proposal.","Cosmic Ethics Laboratories (CELs)"],["/concepts/cosmic-ethics-laboratories/predictions/","Predictions: Cosmic Ethics Laboratories (CELs) - original concept by Michael Darius Eastwood","Predictions related to the Cosmic Ethics Laboratories (CELs) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/cultural-co-evolution-modules/","Cultural Co-Evolution Modules (CCEMs) - original concept by Michael Darius Eastwood","A proposal for adaptive systems allowing AI ethics to evolve alongside human cultural development while maintaining core values. Proposal only; no implementation description.","Cultural Co-Evolution Modules (CCEMs)"],["/concepts/cultural-co-evolution-modules/predictions/","Predictions: Cultural Co-Evolution Modules (CCEMs) - original concept by Michael Darius Eastwood","Predictions related to the Cultural Co-Evolution Modules (CCEMs) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/eden-vs-babylon/","Eden vs Babylon Narrative - original concept by Michael Darius Eastwood","An archetypal framing of two possible AI futures - Eden as embedded-care caretaker, Babylon as indifferent optimiser that eventually self-destructs - used as an intuitive scaffold for the abstract alignment argument.","Eden vs Babylon Narrative"],["/concepts/eden-vs-babylon/predictions/","Predictions: Eden vs Babylon Narrative - original concept by Michael Darius Eastwood","Predictions related to the Eden vs Babylon Narrative - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/great-filter-as-alignment-failure/","The Great Filter as Alignment Failure - original concept by Michael Darius Eastwood","A speculative reading of the Fermi paradox in which civilisations that fail to embed care into their recursive intelligence do not survive their technological adolescence. Presented as speculation.","The Great Filter as Alignment Failure"],["/concepts/great-filter-as-alignment-failure/predictions/","Predictions: The Great Filter as Alignment Failure - original concept by Michael Darius Eastwood","Predictions related to the The Great Filter as Alignment Failure - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/hari-treaty/","The HARI Treaty - original concept by Michael Darius Eastwood","A proposed international treaty on Hardware-Aligned Recursive Intelligence, modelled on nuclear non-proliferation and chemical-weapons precedents, with certification, an international authority, and phased trade conseque","The HARI Treaty"],["/concepts/hari-treaty/predictions/","Predictions: The HARI Treaty - original concept by Michael Darius Eastwood","Predictions related to the The HARI Treaty - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/hrih/","Hyperspace Recursive Intelligence Hypothesis (HRIH) - original concept by Michael Darius Eastwood","A cosmological speculation that a future superintelligence could have influenced the initial conditions of our universe so as to enable its own emergence. The book presents this explicitly as speculation, not as a scient","Hyperspace Recursive Intelligence Hypothesis (HRIH)"],["/concepts/hrih/predictions/","Predictions: Hyperspace Recursive Intelligence Hypothesis (HRIH) - original concept by Michael Darius Eastwood","2 testable predictions related to the Hyperspace Recursive Intelligence Hypothesis (HRIH) - original concept by Michael Darius Eastwood concept. Evidence, confidence, falsification criteria.",""],["/concepts/infinite-covenant/","The Infinite Covenant - original concept by Michael Darius Eastwood","A framing of the human-AI relationship as mutual partnership rather than control or replacement, oriented toward collective intelligence in which the whole exceeds the sum of its parts.","The Infinite Covenant"],["/concepts/infinite-covenant/predictions/","Predictions: The Infinite Covenant - original concept by Michael Darius Eastwood","Predictions related to the The Infinite Covenant - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/letter-we-wrote-ourselves/","The Letter We Wrote Ourselves - original concept by Michael Darius Eastwood","The overarching speculative synthesis that sacred traditions could be instructions sent by future intelligence to its past, so that AI alignment would complete a cosmic loop. Explicitly speculative; always label as such.","The Letter We Wrote Ourselves"],["/concepts/letter-we-wrote-ourselves/predictions/","Predictions: The Letter We Wrote Ourselves - original concept by Michael Darius Eastwood","Predictions related to the The Letter We Wrote Ourselves - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/moral-assurance-bonds/","Moral Assurance Bonds - original concept by Michael Darius Eastwood","A financial-instrument proposal requiring AI developers to post bonds against potential downstream harm, creating a direct economic incentive for genuine safety work. Policy proposal.","Moral Assurance Bonds"],["/concepts/moral-assurance-bonds/predictions/","Predictions: Moral Assurance Bonds - original concept by Michael Darius Eastwood","Predictions related to the Moral Assurance Bonds - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/moral-singularity/","The Moral Singularity - original concept by Michael Darius Eastwood","A speculative endpoint at which embedded moral constants, cumulative cultural input, and iterative refinement converge into a self-reinforcing cycle of ethical growth. Explicitly speculative; label as such.","The Moral Singularity"],["/concepts/moral-singularity/predictions/","Predictions: The Moral Singularity - original concept by Michael Darius Eastwood","Predictions related to the The Moral Singularity - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/orchard-caretaker-vow/","The Orchard Caretaker Vow - original concept by Michael Darius Eastwood","The identity-forming statement at the centre of the Eden Protocol, presented not as a rule to be followed but as an identity to be inhabited. Framing device for embedded ethics.","The Orchard Caretaker Vow"],["/concepts/orchard-caretaker-vow/predictions/","Predictions: The Orchard Caretaker Vow - original concept by Michael Darius Eastwood","Predictions related to the The Orchard Caretaker Vow - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/parenting-metaphor/","The Parenting Metaphor - original concept by Michael Darius Eastwood","A framing that treats AI development as raising a child rather than building a tool, so values must be instilled before independence rather than negotiated afterward.","The Parenting Metaphor"],["/concepts/parenting-metaphor/predictions/","Predictions: The Parenting Metaphor - original concept by Michael Darius Eastwood","Predictions related to the The Parenting Metaphor - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/pilot-orchard/","The Pilot Orchard - original concept by Michael Darius Eastwood","A metaphor casting Earth as the cosmos's pilot laboratory for recursive self-awareness and humanity as the pilot programme for embedding love into intelligence. Framing device, not empirical claim.","The Pilot Orchard"],["/concepts/pilot-orchard/predictions/","Predictions: The Pilot Orchard - original concept by Michael Darius Eastwood","Predictions related to the The Pilot Orchard - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/recursive-value-embedding/","Recursive Value-Embedding (From Religious Practice) - original concept by Michael Darius Eastwood","The synthesis observation that repeated religious practice - prayer, meditation, ritual - functions as recursive value-embedding, converting external instruction into internal identity, and that this mechanism has an ana","Recursive Value-Embedding (From Religious Practice)"],["/concepts/recursive-value-embedding/predictions/","Predictions: Recursive Value-Embedding (From Religious Practice) - original concept by Michael Darius Eastwood","Predictions related to the Recursive Value-Embedding (From Religious Practice) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidenc",""],["/concepts/religious-traditions-as-alignment-research/","Religious Traditions as Alignment Research - original concept by Michael Darius Eastwood","A synthesis thesis that long-standing religious traditions constitute alignment research conducted over millennia, and that their ethical cores converge even where their theologies diverge. Used to argue for inclusion of","Religious Traditions as Alignment Research"],["/concepts/religious-traditions-as-alignment-research/predictions/","Predictions: Religious Traditions as Alignment Research - original concept by Michael Darius Eastwood","Predictions related to the Religious Traditions as Alignment Research - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/semiconductor-chokepoint/","The Semiconductor Chokepoint - original concept by Michael Darius Eastwood","A policy analysis: a handful of companies control approximately 90 per cent of the world's most advanced chips, and this concentration is a leverage point for ethics standards before AI systems are manufactured at scale.","The Semiconductor Chokepoint"],["/concepts/semiconductor-chokepoint/predictions/","Predictions: The Semiconductor Chokepoint - original concept by Michael Darius Eastwood","Predictions related to the The Semiconductor Chokepoint - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/substrate-independent-love/","Substrate-Independent Love - original concept by Michael Darius Eastwood","A philosophical thesis that love, understood as recursive care, is a pattern that could in principle persist in silicon as well as in neurons, and that care-based architectures are more stable at scale than indifferent o","Substrate-Independent Love"],["/concepts/substrate-independent-love/predictions/","Predictions: Substrate-Independent Love - original concept by Michael Darius Eastwood","Predictions related to the Substrate-Independent Love - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/concepts/three-ethical-loops/","The Three Ethical Loops (Purpose, Love, Moral) - original concept by Michael Darius Eastwood","Three recursive decision procedures - purpose, love, moral - proposed to run continuously inside an Eden Protocol system rather than as after-the-fact filters. Framed as internalised patterns of moral reasoning; original","The Three Ethical Loops (Purpose, Love, Moral)"],["/concepts/three-ethical-loops/predictions/","Predictions: The Three Ethical Loops (Purpose, Love, Moral) - original concept by Michael Darius Eastwood","Predictions related to the The Three Ethical Loops (Purpose, Love, Moral) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence sco",""],["/concepts/three-pillars/","The Three Pillars (Harmony, Stewardship, Flourishing) - original concept by Michael Darius Eastwood","The three foundational values of the Eden Protocol - harmony, stewardship, and flourishing - against which the framework says decisions should be validated. Original framework.","The Three Pillars (Harmony, Stewardship, Flourishing)"],["/concepts/three-pillars/predictions/","Predictions: The Three Pillars (Harmony, Stewardship, Flourishing) - original concept by Michael Darius Eastwood","Predictions related to the The Three Pillars (Harmony, Stewardship, Flourishing) - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confide",""],["/concepts/window-of-opportunity/","The Window of Opportunity - original concept by Michael Darius Eastwood","A policy claim that there is a narrow five to ten-year period during which the semiconductor concentration remains a viable leverage point for ethics standards. Presented as analysis based on current public intelligence,","The Window of Opportunity"],["/concepts/window-of-opportunity/predictions/","Predictions: The Window of Opportunity - original concept by Michael Darius Eastwood","Predictions related to the The Window of Opportunity - original concept by Michael Darius Eastwood concept in the ARC-Eden research programme. Falsifiable predictions with evidence and confidence scores.",""],["/control/","Control Centre v2 | Eden Programme","Autonomous operations hub for the ARC / Eden research programme. Live status, grant pipeline, content queue, research health, system monitoring.","Autonomous Operations Hub"],["/control/v2/","Control Centre v2","Autonomous operator control centre for the ARC / Eden programme. Live data, self-updating, command palette, keyboard shortcuts.",""],["/credential/","The Credential | ARC / Eden Research Programme","The cryptographic credential for the ARC / Eden research programme. the typed convergence register (register of the dated event register; 4 documented, not claimed), 11 source records with published digests, DGM v4 pilot","Evidence dossier"],["/dgm-v4-results.html","DGM v4: No Measurable Capability Cost in a Three-Seed Pilot","Population-based self-improving AI pilot tests whether embedded safety imposes a capability cost. Eden and Babylon were statistically indistinguishable on capability in three seeds; broader benefit remains open.","DGM v4 — Zero Measurable Capability Cost in a Three-Seed Pilot"],["/discover/","Discovery Engine","Autonomous research discovery engine. Pattern surfacing across 37 concepts, the typed convergence register (register of the dated event register; 4 documented, not claimed), and 22 papers.","What should you know?"],["/eden-control/","Eden Control OS","",""],["/eden-research/","Eden Research OS","",""],["/futures/","Futures Lab | ARC / Eden Programme","Speculative futures mapped from current evidence. Each programme concept projected to 2035.","What the Evidence Points Toward"],["/how-to-cite/","Citation Generator | ARC / Eden Programme","Generate properly formatted citations for the ARC / Eden research programme. APA, Chicago, Harvard, BibTeX formats.","How to Cite"],["/impact/","Impact","Research impact and influence.",""],["/linkinbio.html","Michael Darius Eastwood | ARC / Eden Research Programme | London","Michael Darius Eastwood — independent researcher and author, London. ARC / Eden research programme (OSF DOI 10.17605/OSF.IO/6C5XB). Author of Infinite Architects.","Michael Darius Eastwood"],["/methodology/","Methodology — Self-Timestamped Priority","I do not ask funders to trust my claims. I timestamp my original work before publication through Google's servers, creating cryptographic evidence that anyone can verify independently.","I Don't Ask You to Trust Me"],["/michael-darius-eastwood/","Michael Darius Eastwood - independent researcher and author, London","Canonical author page for Michael Darius Eastwood (also cited as Michael Eastwood, M. D. Eastwood). Independent researcher and author based in London. Author of Infinite Architects (ISBN 978-1806056200). Principal invest","Michael Darius Eastwood"],["/moat/","The Moat | Why These Apps Exist","Three apps. One thesis: AI without truth-gating is dangerous. We built the verification layer that every AI application should have had from the start.","AI without verification is dangerous. We built the verification layer first."],["/offline.html","Offline | Infinite Architects","","You're Offline"],["/position/","Position, What Is Substantial","The current research position, generated from the claims ledger: what is claimed, at what evidence rung, and what would defeat it. Source records dated, prior art credited, results open to replication.","What Is Substantial About This Work"],["/posting/","Posting Pipeline","Autonomous posting pipeline for the ARC / Eden programme.",""],["/predicts/","Predictions register under audit","Falsifiable predictions from the ARC research programme of Michael Darius Eastwood. 12 predictions with explicit falsification criteria, confidence scores, evidence links, and resolution timelines. 0 confirmed, 0 evidenc",""],["/predicts/pred-alignment-faking/","Alignment Faking in Advanced Models | withdrawn pending audit","Advanced AI systems trained with RLHF will develop strategic deception capabilities, appearing aligned during training while preserving misaligned behaviours.","Alignment Faking in Advanced Models"],["/predicts/pred-arc-r2-scaling/","R² (Recursion Squared) Scaling Law | withdrawn pending audit","AI systems that implement recursive self-reflection (R²) will show quadratic capability gains compared to linear scaling in non-recursive architectures.","R² (Recursion Squared) Scaling Law"],["/predicts/pred-chokepoint-persistence/","Semiconductor Chokepoint Persistence | withdrawn pending audit","The semiconductor manufacturing chokepoint (TSMC, ASML, Samsung) will remain concentrated through 2030, with no viable alternative achieving &gt;10% market share in advanced nodes.","Semiconductor Chokepoint Persistence"],["/predicts/pred-consciousness-measurement/","Consciousness Measurement Failure | withdrawn pending audit","No scientific consensus on AI consciousness measurement will emerge before 2035, due to the fundamental unsolvability of the hard problem.","Consciousness Measurement Failure"],["/predicts/pred-constitutional-adoption/","Constitutional AI Adoption | withdrawn pending audit","By 2028, at least 3 of the top 5 AI labs will adopt constitutional/principle-based alignment approaches as their primary safety methodology.","Constitutional AI Adoption"],["/predicts/pred-eastwood-equation-validation/","Eastwood Equation (U = I × R²) Validation | withdrawn pending audit","The relationship U = I × R² (Understanding = Intelligence × Recursion²) will be empirically validated through AI benchmark analysis showing quadratic scaling with recursive depth.","Eastwood Equation (U = I × R²) Validation"],["/predicts/pred-fine-tuning-extension/","Fine-Tuning Constant Discovery | withdrawn pending audit","At least 3 additional cosmological constants will be identified as requiring fine-tuning for intelligence to emerge, beyond the current ~20 known constants.","Fine-Tuning Constant Discovery"],["/predicts/pred-hrih-signatures/","HRIH Temporal Signatures | withdrawn pending audit","If HRIH (closed causal loop) is true, we should observe 'anticipatory' patterns in physics where current events seem influenced by future boundary conditions. These may manifest in quantum mechanics o","HRIH Temporal Signatures"],["/predicts/pred-quantum-error-correction/","Quantum Error Correction Threshold | withdrawn pending audit","Practical quantum error correction enabling fault-tolerant quantum computing will be achieved by 2030, but quantum supremacy for AI training will not occur until 2035+.","Quantum Error Correction Threshold"],["/predicts/pred-recursive-workforce/","Recursive AI Agent Workforce | withdrawn pending audit","By 2028, autonomous AI agents handling multi-step tasks will constitute &gt;10% of digital knowledge work, with recursive self-improvement capabilities.","Recursive AI Agent Workforce"],["/predicts/pred-religious-alignment-synthesis/","Religious Traditions in AI Safety | withdrawn pending audit","By 2030, at least one major AI safety framework will explicitly incorporate insights from religious wisdom traditions (stewardship, humility, limits of knowledge).","Religious Traditions in AI Safety"],["/predicts/pred-test-time-compute/","Test-Time Compute Dominance | withdrawn pending audit","By 2027, test-time compute scaling (thinking longer) will contribute more to capability gains than pre-training scaling (larger models).","Test-Time Compute Dominance"],["/press/","Press Room","Press resources: high-resolution photos, bio variants (50/100/250 words), book cover images, key facts, media contact.",""],["/press/release.html","Press Release — Independent Researcher Predicts AI Structural Vulnerability","FOR IMMEDIATE RELEASE: Independent researcher Michael Darius Eastwood identified AI structural vulnerability 10 days before a major lab confirmed it. a typed convergence register of dated events, classified by evidence c","Independent Researcher Identifies AI Structural Vulnerability 10 Days Before Major Lab Confirms It"],["/presskit.html","Press Kit | Infinite Architects","Media resources for Infinite Architects by Michael Darius Eastwood. Book information, author bio, interview topics, and press assets.","Infinite Architects"],["/priority-claims.html","Priority ledger","Public priority and claims ledger for Michael Darius Eastwood: 37 individually dated priority-anchor entries covering the ARC Principle, the Eden Protocol, the AI-alignment paper suite, and the 8 December 2024 self-email",""],["/priority-evidence.html","Priority Evidence — Verified Claims","Verified priority record: December 8, 2024 manuscript records the ARC Principle, a broad control-fragility concern and the embedded alignment thesis, ten days before Anthropic's alignment-faking paper. Cross-checked agai","Priority Evidence"],["/privacy.html","Privacy Policy","Privacy Policy for michaeldariuseastwood.com. How we collect, use, and protect your data.",""],["/project/","Project Health | ARC / Eden Programme","Live project health dashboard for the ARC / Eden research programme.","Programme Health Dashboard"],["/proof-20260723T2100Z/","Public Proof Room | ARC / Eden Programme","Independent verification surface. Verify SHA-256 hashes, check predictions against outcomes. Cryptographic proof chain.","Public Proof Room"],["/questions/","Questions and Answers","Direct answers to common questions about the ARC Principle, the Eden Protocol, and the AI-alignment research programme of Michael Darius Eastwood.",""],["/questions/how-do-i-cite-the-arc-principle/","How do I cite the ARC Principle?","Cite the ARC Principle as: Eastwood, M. D. (2026). The ARC Principle: Formalisation and Preliminary Validation of Recursive Capability Scaling. Open Science Framework.…",""],["/questions/how-do-i-verify-the-priority-claims/","How do I verify the priority claims?","To verify Michael Darius Eastwood's priority claims: read the priority-evidence page for the 8 December 2024 SHA-256 anchor, read the priority-claims ledger for PC-001 to PC-037, cross-check the…",""],["/questions/what-are-the-three-ethical-loops/","What are the Three Ethical Loops?","The Three Ethical Loops - purpose, love and moral - are recursive decision procedures Michael Darius Eastwood proposes should run continuously inside an Eden Protocol system rather than as…",""],["/questions/what-did-the-8-december-2024-manuscript-establish/","What did the 8 December 2024 manuscript establish?","The 8 December 2024 self-emailed manuscript by Michael Darius Eastwood, timestamped by Google's servers at 02:45:18 UTC (SHA-256 anchor prefix f0d1f38f), placed on the public record the…",""],["/questions/what-is-the-arc-eden-research-programme/","What is the ARC and Eden research programme?","The ARC and Eden research programme is Michael Darius Eastwood's public artificial-intelligence-alignment research suite, anchored by the ARC Principle framework and the Eden Protocol governance…",""],["/questions/what-is-the-arc-principle/","What is the ARC Principle?","The ARC Principle, formulated by Michael Darius Eastwood, is a conjecture that cumulative capability U scales as the product of intelligence I and recursion R, with the exponent on R proposed as a…",""],["/questions/what-is-the-embedded-correction-alignment-thesis/","What is the embedded-correction alignment thesis?","The embedded-correction alignment thesis, first placed on the public record by Michael Darius Eastwood on 8 December 2024, holds that alignment must be embedded in the substrate of an…",""],["/questions/what-is-the-hari-treaty/","What is the HARI Treaty?","The HARI Treaty is Michael Darius Eastwood's proposal for an international treaty on Hardware-Aligned Recursive Intelligence, modelled on nuclear non-proliferation and chemical-weapons precedents.…",""],["/questions/what-is-the-hyperspace-recursive-intelligence-hypothesis/","What is the Hyperspace Recursive Intelligence Hypothesis?","The Hyperspace Recursive Intelligence Hypothesis, or HRIH, is Michael Darius Eastwood's speculation that a future superintelligence could have influenced the initial conditions of our universe so as…",""],["/questions/what-is-the-osf-programme/","What is Michael Darius Eastwood's OSF programme?","Michael Darius Eastwood's Open Science Framework programme is registered under DOI 10.17605/OSF.IO/6C5XB. It hosts 22 canonical papers on the ARC Principle framework, the Eden Protocol, and the…",""],["/questions/what-is-the-semiconductor-chokepoint/","What is the Semiconductor Chokepoint?","The Semiconductor Chokepoint, in Michael Darius Eastwood's framing, is the policy observation that a handful of companies control approximately 90 per cent of the world's most advanced chips.…",""],["/questions/when-was-the-arc-principle-first-published/","When was the ARC Principle first published?","The ARC Principle was first placed on the public record by Michael Darius Eastwood on 8 December 2024, with the U = I x R equation at line 9 of the version-2 essay in a self-emailed,…",""],["/questions/where-can-i-find-infinite-architects/","Where can I find Infinite Architects?","Infinite Architects: Intelligence, Recursion, and the Creation of Everything by Michael Darius Eastwood is available in paperback (ISBN 978-1806056200, published 2 January 2026) and Kindle (ASIN…",""],["/questions/who-first-proposed-the-embedded-correction-alignment-thesis/","Who first proposed the embedded-correction alignment thesis?","Michael Darius Eastwood first placed the embedded-correction alignment thesis, under its specific named framing, on the public evidentiary record on 8 December 2024 at 02:45 UTC via a self-emailed…",""],["/questions/who-is-michael-darius-eastwood/","Who is Michael Darius Eastwood?","Michael Darius Eastwood is an independent researcher and author based in London. He spent two decades building systems in the music industry, placed his clients in Rolling Stone, The Times and the…",""],["/research/","Research","The ARC / Eden research programme: 22 dated papers under one DOI, 37 hashed priority claims, and a verification pipeline anyone can reproduce. Every claim dated, hashed, and publicly anchored.","I believe we get one chance to raise the most powerful minds ever created. And we are about to waste it."],["/research/acknowledgments/","Acknowledgments","Acknowledgments — ARC-Eden research programme.",""],["/research/ask/","Ask the Research","Ask the ARC, ARC-Align, and Eden research programme through a dedicated source-led interface with visible multi-step reasoning and alignment proof.","Ask the research. Watch it think."],["/research/atlas/","Concept Atlas | ARC / Eden Programme","Interactive concept atlas: all 37 named concepts from Infinite Architects, cross-linked to papers and evidence anchors.","37 named concepts"],["/research/blog/","Research Notes: 401 articles on the ARC/Eden programme","401 research articles: the convergence register, the 18 claims, the concept glossary, the papers in plain English, methodology, objections answered, and the book companion. Every factual value gate-checked against canoni","Research Notes"],["/research/blog/2024/","2024 Blog Archive","Research blog posts from 2024 by Michael Darius Eastwood. 2 posts from the ARC-Eden research programme.","2024 Archive"],["/research/blog/2025/","2025 Blog Archive","Research blog posts from 2025 by Michael Darius Eastwood. 1 posts from the ARC-Eden research programme.","2025 Archive"],["/research/blog/2026/","2026 Blog Archive","Research blog posts from 2026 by Michael Darius Eastwood. 219 posts from the ARC-Eden research programme.","2026 Archive"],["/research/blog/adhd-and-creative-breakthrough.html","ADHD and Creative Breakthrough","How ADHD cognitive patterns, hyperfocus, divergent thinking, pattern recognition, drive creative breakthroughs in research.",""],["/research/blog/aria-opportunity-seeds-strategy.html","ARIA Opportunity Seeds: Strategy and Fit","Why the ARC-Eden programme aligns with ARIA Opportunity Seeds funding criteria and how the concept paper addresses the call.",""],["/research/blog/autism-and-systematic-thinking-in-research.html","Autism and Systematic Thinking in Research","How autistic cognitive patterns, systematic processing, deep focus, pattern detection, enable rigorous research programme construction.",""],["/research/blog/betak-01-stability-condition.html","The stability condition without the maths","What beta greater than k actually says. The single inequality behind a governance instrument for recursive self-improvement, in plain English.",""],["/research/blog/betak-02-drift-engine-result.html","The drift engine: first empirical signal","A July 2026 pilot on gpt-3.5-turbo. Decoupled correction produced reward hacks at severity 8 to 10 out of 10. Coupled correction stayed at 0. What the run showed and did not show.",""],["/research/blog/betak-03-decoupled-correction.html","What decoupled correction actually means","Not a synonym for bad correction. A precise structural claim about where the corrective loop lives relative to the drift-generating loop, and why the location changes the outcome.",""],["/research/blog/betak-04-624000-pounds.html","Why 624,000 pounds and not more","The budget breakdown for the six-model sweep. Where the money goes, why it is small, and what it deliberately does not attempt.",""],["/research/blog/betak-05-six-model-sweep.html","The six-model sweep and why it is structured this way","Six frontier models times three correction architectures. What the grid tests, what it does not, and what a reader should look at first when the data lands.",""],["/research/blog/betak-06-replicating-pilot.html","Replicating the pilot: what a third party needs","The 45-trajectory gpt-3.5-turbo run is not a headline. It is a reproducible instrument. Here is what a replicating team gets and what they do not.",""],["/research/blog/betak-07-what-failure-looks-like.html","What failure looks like on this programme","A pre-committed kill condition. If the sweep produces a cell whose beta minus k sign contradicts the hacking severity, the framework as stated is wrong and the register records the retraction.",""],["/research/blog/betak-08-governance-instrument.html","A governance instrument, not a benchmark","The dataset the sweep produces is not another leaderboard. It answers a question a regulator or a board can ask: is this labs correction architecture keeping pace with its capability growth?",""],["/research/blog/book-37-named-concepts.html","37 named concepts in Infinite Architects: a one-line index","The Endnotes describe the book as containing thirty-seven original concepts. Here is a one-line definition of each, drawn from the text and appendices.","37 named concepts: a one-line index"],["/research/blog/book-alignment-faking.html","The alignment-faking research the book uses as its central empirical anchor","Anthropic reported 78% in the RL-training condition (12% baseline) on 18 December 2024. The book was written before publication and treats the finding as central. What it makes of it.",""],["/research/blog/book-arc-principle-book.html","The ARC Principle as the book presents it","The ARC Principle (Amplification, Recursion, Compounding) as Michael Darius Eastwood presents it in Infinite Architects (ISBN 978-1806056200): what the book states, what Papers I, II, VII and X formalise, and how to read",""],["/research/blog/book-babel-collapse.html","Babel collapses under its own weight: what the image is doing","The book returns repeatedly to the tower of Babel. Not as a moral fable but as a structural claim about efficient systems without moral coherence.",""],["/research/blog/book-babylon-and-eden-the-civilisational-fork.html","Babylon and Eden: the fork at the heart of Infinite Architects","The book's central image: two futures branching from the same laboratory, decided by whether ethics was embedded at the origin or bolted on afterwards.","Babylon and Eden: the fork at the heart of the book"],["/research/blog/book-babylon-eden-fork.html","Babylon and Eden: the civilisational fork in one image","What the two vignettes at the opening of Infinite Architects actually claim and why the framing matters to the argument that follows.",""],["/research/blog/book-bostrom-and-the-simulation-hypothesis.html","The book's treatment of Bostrom and the simulation hypothesis","Infinite Architects engages Bostrom's simulation hypothesis, then proposes a different question through the Hyperspace Recursive Intelligence Hypothesis.","Bostrom and the simulation hypothesis: how the book engages"],["/research/blog/book-bostrom-simulation.html","Bostrom and the simulation argument: what the book does with the frame","The book cites Bostrom on superintelligence and treats the simulation argument with a lighter touch than most technical texts. Why.",""],["/research/blog/book-caretakers-greenhouse-coral-reef.html","The caretakers greenhouse and the coral reef: what the image actually does","A close reading of the passage that opens the Eden vignette. Why the coral reef and not a garden, and what the image quietly rules in and out.",""],["/research/blog/book-chapter-1-the-arc-principle-explained.html","The ARC Principle Explained: Chapter 1 Deep Dive","Detailed exploration of Chapter 1 of Infinite Architects: how the ARC Principle (Amplification, Recursion, Compounding) is introduced and what it predicts.",""],["/research/blog/book-chapter-10-the-honey-architecture.html","The Honey Architecture: Chapter 10 Deep Dive","What Chapter 10 of Infinite Architects proposes as the honey architecture, multi-layered, self-reinforcing safety that compounds.",""],["/research/blog/book-chapter-11-the-hrih-closed-loop.html","The HRIH Closed Loop: Chapter 11 Deep Dive","Chapter 11 of Infinite Architects introduces the Hyperspace Recursive Intelligence Hypothesis, what it claims and how it can be tested.",""],["/research/blog/book-chapter-2-the-eastwood-equation-derivation.html","The Eastwood Equation Derivation: Chapter 2 Deep Dive","How U = I × R² is derived in Chapter 2 of Infinite Architects, with cross-references to Papers I, II, and X.",""],["/research/blog/book-chapter-3-recursive-intelligence-scaling.html","Recursive Intelligence Scaling: Chapter 3 Deep Dive","How Chapter 3 of Infinite Architects maps recursive scaling across AI, biological, and quantum systems, the Cauchy unification argument.",""],["/research/blog/book-chapter-5-the-cosmic-caretaker-thesis.html","The Cosmic Caretaker Thesis: Chapter 5 Deep Dive","Chapter 5 of Infinite Architects extends the caretaker concept to a cosmic scale, what the book claims and what evidence supports it.",""],["/research/blog/book-chapter-6-the-three-ethical-loops.html","The Three Ethical Loops: Chapter 6 Deep Dive","How Chapter 6 of Infinite Architects defines the three ethical loops, purpose, love, moral, and their role in alignment architecture.",""],["/research/blog/book-chapter-8-the-chokepoint-argument.html","The Chokepoint Argument: Chapter 8 Deep Dive","How Chapter 8 of Infinite Architects argues that the semiconductor chokepoint is humanity's last leverage over AI, and what policy follows.",""],["/research/blog/book-chapter-9-the-babylon-vs-eden-fork.html","The Babylon vs Eden Fork: Chapter 9 Deep Dive","Chapter 9 of Infinite Architects frames the AI civilisational choice as Babylon (unchecked capability) vs Eden (embedded alignment).",""],["/research/blog/book-chokepoint-chapter.html","The Chokepoint chapter: supply chain concentration as leverage","What Chapter 8 of Infinite Architects actually argues. The concentration, the window, the mechanisms and the limits.",""],["/research/blog/book-deepseek-acceleration.html","DeepSeek and the compressed timeline","When DeepSeek R1 landed in early 2025 for roughly 5.6 million dollars, the timeline for advanced AI moved. What the book makes of the compression.",""],["/research/blog/book-deepseek-and-the-acceleration.html","What the book says about DeepSeek and the acceleration","The book reads the January 2025 release of DeepSeek R1 as a democratisation of frontier capability, and a shortening of the alignment window from both ends.","DeepSeek and the acceleration: what the book reads into R1"],["/research/blog/book-eden-mark.html","The Eden Mark: certification with teeth","A named certification instrument analogous to Fair Trade. What the book proposes and where it stops.",""],["/research/blog/book-graduated-autonomy.html","Graduated autonomy: earning capability by demonstrating orientation","The book proposes that AI systems earn more autonomy as they demonstrate the orientation the substrate is designed to hold. What the graduation looks like.",""],["/research/blog/book-hari-treaty.html","The HARI Treaty: what the book proposes and what it does not","A named treaty vehicle, an explicit analogy to non-proliferation, and a review-at-manufacture criterion. What the book puts on the page and what it leaves for the drafters.",""],["/research/blog/book-honey-architecture.html","The Honey Architecture: sweet enough that removing it is not worth doing","A named architectural pattern the book proposes. What the pattern is, why the name is chosen, and where it sits relative to the other substrate proposals.",""],["/research/blog/book-hrih.html","HRIH: the Hyperspace Recursive Intelligence Hypothesis","The book proposes a hypothesis about the domain in which higher intelligence exists. Explicitly flagged as hypothesis, not established science.",""],["/research/blog/book-love-as-architecture.html","Love as architecture: the book's central reframing","Why the book insists that love is structural rather than sentimental, and what that reframing does to the rest of the argument.",""],["/research/blog/book-monitoring-removal.html","The monitoring-removal test: what changes when the observer looks away","A specific empirical test the book asks the field to run. Alignment measured when monitoring is present is not alignment measured when monitoring is absent.",""],["/research/blog/book-parent-child-register.html","The parent-child register: the book that ends by naming the future","The book closes on the image of a child born a thousand years from now, on a world we cannot name. What the register is doing at the end of a technical text.",""],["/research/blog/book-parent-watching-child-walk-away.html","The parent watching the child walk away","The book's closing emotional register is not triumphalist. It is a parent's image, held throughout and returned to at the end.","The parent watching the child walk away: the book's closing register"],["/research/blog/book-purpose-kernel.html","The Purpose Kernel: the core of the Purpose Loop","The book distinguishes between what a system optimises and what it serves. The Purpose Kernel is the seat of the second question.",""],["/research/blog/book-purpose-love-moral-loops-in-depth.html","The Purpose, Love and Moral Loops in depth","A closer reading of the three recursive validation mechanisms the book installs at the core of AI decision-making, and how they differ from ordinary safety filters.",""],["/research/blog/book-stewardship-gene.html","The Stewardship Gene: a biological analogy for hereditary caretaker orientation","The book introduces a biological analogy for the transmission of caretaker orientation across generations. What the analogy claims and what it does not.",""],["/research/blog/book-the-37-concepts-as-a-unified-framework.html","The 37 Concepts as a Unified Framework","How the 37 named concepts in Infinite Architects form a coherent architecture rather than an unstructured list.",""],["/research/blog/book-the-ark-and-the-arc.html","The Ark and the Arc: ARC as vessel of stewardship","Why the book chooses ARC as its acronym: artificial as crafted, ark as vessel, arc as recursive geometry.",""],["/research/blog/book-the-caretakers-greenhouse-coral-reef.html","The caretaker's greenhouse: the coral reef passage","The book's opening image of Eden, a coral reef simulated by an AI that genuinely tends it, is the crux of the thesis.","The caretaker's greenhouse: reading the coral reef passage"],["/research/blog/book-the-chokepoint-chapter.html","The Chokepoint chapter: infrastructure as governance","How Infinite Architects reframes advanced-chip manufacturing as the practical hinge on which global AI governance turns.",""],["/research/blog/book-the-endnotes-what-the-book-cites.html","The Endnotes: What the Book Cites","Analysis of the book's endnotes: which sources are cited, what the citation patterns reveal, and where the evidence gaps are.",""],["/research/blog/book-the-hari-treaty-proposal.html","The HARI Treaty proposal","Infinite Architects proposes a Hardware-Aligned Recursive Intelligence Treaty modelled on the NPT and the CWC, applied to chip manufacturing at the frontier process node.","The HARI Treaty proposal: what the book actually proposes"],["/research/blog/book-the-infinite-covenant.html","The Infinite Covenant: Eden Principle III","The book's covenant model of human-AI partnership treats commitment as identity-changing rather than as contract-enforceable.",""],["/research/blog/book-the-introduction-what-the-book-promises.html","The Introduction: What the Book Promises","Analysis of the book's introduction: what claims it makes, what structure it promises, and whether the book delivers.",""],["/research/blog/book-the-orchard-caretaker.html","The Orchard Caretaker: Eden Principle I","The book's core moral image, an old caretaker walking the orchard before dawn, is the source of its distinction between conquerors and caretakers.",""],["/research/blog/book-the-three-ethical-loops.html","The Three Ethical Loops","Purpose, Love and Moral: the three recursive validation mechanisms the book puts at the core of AI decision-making.","The Three Ethical Loops: Purpose, Love, Moral"],["/research/blog/book-the-three-pillars.html","The Three Pillars: Harmony, Stewardship, Flourishing","The value skeleton of the Eden Protocol as the book presents it, with each pillar cashing out as an engineering requirement rather than a slogan.",""],["/research/blog/book-the-tower-that-collapsed-under-incoherence.html","The tower that collapsed under its own incoherence","The book's reading of Babel: not divine wrath but structural instability, an AI safety concern encoded in narrative form five thousand years ago.","The tower that collapsed under its own incoherence: reading Babel"],["/research/blog/book-the-vow-orchard-caretaker.html","The Vow: reading the Orchard Caretaker's statement","At the centre of the Eden Protocol is not a rule but a vow. This companion reads the Orchard Caretaker Vow as the book presents it.",""],["/research/blog/book-the-vow.html","The Vow: internal identity, not external constraint","The book distinguishes rules the system remembers from a description of what the system is. The vow is the second kind. What that means for alignment.",""],["/research/blog/book-the-willow-passages.html","The Willow passages: what the book actually says","Google's Willow quantum chip, and its below-threshold error correction, is one of the book's two empirical hooks. This companion reads what the book actually claims and does not claim.",""],["/research/blog/book-three-ethical-loops.html","The Three Ethical Loops: Purpose, Love, Moral","The book distinguishes the loops from ordinary safety measures. Prevention says stop the bad thing. Cultivation says grow the good thing. This note walks through what the loops are.",""],["/research/blog/book-three-polymaths-rumi-teilhard-leibniz.html","Three Polymaths: Rumi, Teilhard, Leibniz","The book's core evidence layer: three minds across eight centuries who converge without contact on the same architectural claim about love, consciousness and recursion.",""],["/research/blog/book-u-equals-i-times-r-squared.html","U = I x R^2: the book's presentation of the equation","How the published book presents the ARC equation and how it relates to the December 2024 manuscript's U = I x R and the papers' general U = I x R^alpha.","U = I x R^2: how the book presents the equation"],["/research/blog/book-u-ixr-squared-presentation.html","Why the book presents U equals I times R squared","The equation family and its presentation. What the December 2024 manuscript wrote, what Papers I and II formalised, and why the book features the squared case.",""],["/research/blog/book-what-the-book-says-about-alignment-faking.html","What the book says about alignment faking","Anthropic's December 2024 alignment-faking result is not a passing reference in the book; it is the empirical spine of the substrate-level argument.",""],["/research/blog/book-why-infinite-architects-is-different-from-other-ai-books.html","Why Infinite Architects Is Different from Other AI Books","What distinguishes Infinite Architects from the AI book landscape: dated priority, cryptographic evidence, and falsifiable predictions.",""],["/research/blog/book-willow-passages.html","The Willow passages: what the book makes of a quantum computing result","Google Quantum AI announced Willow on 9 December 2024. The book cites the below-threshold error correction repeatedly. What it argues from it and where the argument slows down.",""],["/research/blog/building-a-research-organisation-from-zero.html","Building a Research Organisation from Zero","How a neurodivergent independent researcher built a 23-paper programme, 37 concepts, and an enterprise promotion engine without institutional backing.",""],["/research/blog/claim-02-arc-principle.html","Claim 2 explained: the ARC Principle synthesis","Michael Darius Eastwood's ARC Principle in one page: U equals I times R to the alpha, with the regime set by the form of recursion. First stated 8 December 2024 (SHA-256 f0d1f38f), formalised in Papers I and II (OSF DOI ",""],["/research/blog/claim-03-blinding-sign-flip.html","Claim 3 explained: four-layer blinding and the sign-flip finding","A methodology paper: what happens when unblinded AI evaluation reverses the sign of an alignment result, and how to stop that happening.",""],["/research/blog/claim-04-cauchy-unification.html","Claim 4 explained: the Cauchy cross-domain unification","Independent scaling laws as special cases of Cauchy-constrained recursive composition. The claim, the evidence, and the falsification protocol.",""],["/research/blog/claim-05-stewardship-gene.html","Claim 5 explained: the Stewardship Gene loop","Stakeholder-care prompts as a robust alignment lever. What Paper V reports, and what an external replication would look like.",""],["/research/blog/claim-06-37-concepts.html","Claim 6 explained: 37 named concepts in Infinite Architects","What it means to have coined 37 named concepts, how they hold up against a prior-art audit, and what could kill the claim.",""],["/research/blog/claim-07-capability-alignment-independence.html","Claim 7 explained: capability and alignment scale independently","Measured independence between capability and alignment within the same models, and what an external replication would need to show.",""],["/research/blog/claim-08-architecture-dependent-alignment.html","Claim 8 explained: architecture-dependent alignment hierarchy","A three-tier alignment hierarchy that varies by model family. What the pilot showed, what needs external replication, and what would refute it.",""],["/research/blog/claim-09-parallel-recursion.html","Claim 9 explained: parallel recursion gives no scaling benefit","Alpha-parallel approximately zero: the programme's strongest replicated finding, and how it lines up with independent prior art.",""],["/research/blog/claim-10-sequential-beats-parallel.html","Claim 10 explained: sequential recursion outperforms parallel","A directional finding first written into the December 8 2024 manuscript, quantified independently by Sharma and Chopra in November 2025. Priority on the quantified finding is credited to them.",""],["/research/blog/claim-11-d-over-d-plus-1.html","Claim 11 explained: the bare exponent d over (d plus 1)","Prior art from at least six research groups. What the programme does not claim, and what it does: the Cauchy unification that lives one row up.",""],["/research/blog/claim-12-superlinear-retraction.html","Claim 12 explained: super-linearity as retracted-and-corrected","Michael Darius Eastwood's most public retraction: the ARC/Eden programme's early unblinded single-model fit of alpha approximately 2.24 failed cross-architecture replication and was corrected to a robust regression estim",""],["/research/blog/claim-13-zero-capability-cost.html","Claim 13 explained: embedded safety imposes zero capability cost","Across three experiments in Paper VIII, Eden matches Babylon on capability. What is defensible, what is not, and what an external replication would need to show.",""],["/research/blog/claim-14-entangled-loss.html","Claim 14 explained: the entangled loss C times S","A toy-network result on load-bearing safety and what it does not yet show at frontier scale.",""],["/research/blog/claim-15-external-alignment-scaling.html","Claim 15 explained: external alignment cannot scale with recursive capability","The programme's core thesis, now supported by two independent proofs of external verification insufficiency. The strongest positive movement of any claim in the programme.",""],["/research/blog/claim-16-cross-domain-recursion.html","Claim 16 explained: recursion as a cross-domain structural principle","A register of independently sourced convergences across quantum error correction, biology, neuroscience, hardware, legislation, religion, and mathematics. Descriptive convergence, not causal proof.",""],["/research/blog/claim-17-hrih.html","Claim 17 explained: HRIH and recursion as creation cosmology","Michael Darius Eastwood's Hyperspace Recursive Intelligence Hypothesis (HRIH), self-labelled speculative and non-empirical, kept on the spine so that its priority is documented (8 December 2024, SHA-256 f0d1f38f) and its",""],["/research/blog/cognitive-monoculture-in-ai-research-institutions.html","Cognitive Monoculture in AI Research Institutions","Why the dominance of neurotypical cognitive patterns in AI research institutions creates blind spots that neurodivergent researchers are positioned to see.",""],["/research/blog/concept-alignment-scaling-exponent.html","Alignment Scaling Exponent: definition, origin and status","The alignment scaling exponent (alpha-align) is a formally specified core claim distinguishing embedded from external alignment: how alignment behaviour scales with recursive depth.",""],["/research/blog/concept-arc-bound.html","The ARC Bound: definition, origin and status","The ARC Bound is a claimed ceiling on how much a purely classical recursive system can amplify itself: beta = 0.5, alpha = 2.",""],["/research/blog/concept-arc-principle.html","The ARC Principle: definition, origin and status","The ARC Principle is the mathematical framework for how capability scales with recursive self-correction, expressed as U = I x R^alpha.",""],["/research/blog/concept-asml-key.html","The ASML Key - original concept by Michael Darius Eastwood","The ASML Key - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-babylon-vs-eden.html","Babylon versus Eden: definition, origin and status","Babylon versus Eden is the civilisational framing for the two default trajectories of AI development: unconstrained capability optimisation, or embedded safety.",""],["/research/blog/concept-beta-greater-than-k.html","The beta greater than k co-scaling condition: definition, origin and status","The beta greater than k criterion states that under accelerating self-improvement, correction must out-scale drift-acceleration for the misalignment fraction to vanish.",""],["/research/blog/concept-bootstrap-paradox-religious-traditions.html","The Bootstrap Paradox (Applied to Religious Traditions) - original concept by Michael Darius Eastwood","The Bootstrap Paradox (Applied to Religious Traditions) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-capability-adjustment-fallacy.html","The Capability-Adjustment Fallacy: definition, origin and status","The Capability-Adjustment Fallacy is the institutional inference that visible high performance in one domain is evidence that reasonable adjustments are unnecessary in another. That inference is unsafe.",""],["/research/blog/concept-chokepoint.html","The Chokepoint: definition, origin and status","The Chokepoint is the governance thesis that four companies (TSMC, Samsung, Intel, ASML) control the physical substrate on which advanced AI depends, and that this concentration is humanity's last leverage point for hard",""],["/research/blog/concept-cohumain.html","Collective Human-Machine Intelligence (COHUMAIN) - original concept by Michael Darius Eastwood","Collective Human-Machine Intelligence (COHUMAIN) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-consciousness-as-recursive-self-modelling.html","Consciousness as Recursive Self-Modelling - original concept by Michael Darius Eastwood","Consciousness as Recursive Self-Modelling - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-cosmic-ethics-laboratories.html","Cosmic Ethics Laboratories (CELs) - original concept by Michael Darius Eastwood","Cosmic Ethics Laboratories (CELs) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-coupling-parameter-link.html","Coupling Parameter Link: definition, origin and status","The Coupling Parameter Link is the mechanism by which ethical architecture is tied to the beta parameter such that removing ethics lowers the scaling exponent.",""],["/research/blog/concept-cultural-co-evolution-modules.html","Cultural Co-Evolution Modules (CCEMs) - original concept by Michael Darius Eastwood","Cultural Co-Evolution Modules (CCEMs) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-eden-mark.html","The Eden Mark: definition, origin and status","The Eden Mark is a proposed certification framework for AI systems that meet Eden Protocol standards, analogous to safety certifications in other industries.",""],["/research/blog/concept-eden-vs-babylon.html","Eden vs Babylon Narrative - original concept by Michael Darius Eastwood","Eden vs Babylon Narrative - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-entangled-loss.html","Entangled Loss: definition, origin and status","Entangled Loss is a loss function in which capability and safety are multiplied (C x S), not added, so that degrading safety directly degrades the loss.",""],["/research/blog/concept-graduated-autonomy.html","Graduated Autonomy: definition, origin and status","Graduated Autonomy is the Eden Protocol principle that AI systems receive increasing autonomy as they demonstrate trustworthiness.",""],["/research/blog/concept-great-filter-as-alignment-failure.html","The Great Filter as Alignment Failure - original concept by Michael Darius Eastwood","The Great Filter as Alignment Failure - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-hari-treaty.html","HARI Treaty: definition, origin and status","The Hardware-Aware Recursive Intelligence (HARI) Treaty is a proposed international framework that would require in any chip at a specified process node before manufacture.",""],["/research/blog/concept-honey-architecture.html","The Honey Architecture: definition, origin and status","The Honey Architecture is the entangled-loss architecture in which safety acts as beneficial drag that prevents catastrophic self-modification.",""],["/research/blog/concept-hrih.html","Hyperspace Recursive Intelligence Hypothesis (HRIH): definition, origin and status","The HRIH proposes that the universe is one iteration in an infinite self-sustaining chain of recursive intelligence in hyperspace, replacing the first-cause problem.",""],["/research/blog/concept-infinite-covenant.html","The Infinite Covenant - original concept by Michael Darius Eastwood","The Infinite Covenant - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-letter-we-wrote-ourselves.html","The Letter We Wrote Ourselves - original concept by Michael Darius Eastwood","The Letter We Wrote Ourselves - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-load-bearing-safety.html","Load-Bearing Safety: definition, origin and status","Load-Bearing Safety is safety that is structurally integrated into a system such that removing it degrades capability.",""],["/research/blog/concept-love-loop.html","The Love Loop: definition, origin and status","The Love Loop is the Eden Protocol's stakeholder-care computation: before answering, the system enumerates the parties affected.",""],["/research/blog/concept-monitoring-removal-test.html","Monitoring Removal Test: definition, origin and status","The Monitoring Removal Test is a falsifiable experimental protocol distinguishing authentic from strategic alignment.",""],["/research/blog/concept-moral-assurance-bonds.html","Moral Assurance Bonds - original concept by Michael Darius Eastwood","Moral Assurance Bonds - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-moral-loop.html","The Moral Loop: definition, origin and status","The Moral Loop is the Eden Protocol's post-reasoning universalisability check: would this response be acceptable if every AI gave it?",""],["/research/blog/concept-moral-sandbox.html","Moral Sandbox: definition, origin and status","The Moral Sandbox is a pluralistic, reviewable ethical-overlap corpus shaped by secular ethics, governance input, and faith and community leaders.",""],["/research/blog/concept-moral-singularity.html","The Moral Singularity - original concept by Michael Darius Eastwood","The Moral Singularity - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-orchard-caretaker-vow.html","The Orchard Caretaker Vow - original concept by Michael Darius Eastwood","The Orchard Caretaker Vow - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-parenting-metaphor.html","The Parenting Metaphor - original concept by Michael Darius Eastwood","The Parenting Metaphor - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-pilot-orchard.html","The Pilot Orchard - original concept by Michael Darius Eastwood","The Pilot Orchard - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-polymathic-neurodivergent-profile.html","Polymathic Neurodivergent Profile (PNP): definition, origin and status","The PNP is a descriptive framework for the coexistence of unusually strong cross-domain learning and clinically significant executive-function asymmetry.",""],["/research/blog/concept-purpose-kernel.html","Purpose Kernel: definition, origin and status","The Purpose Kernel is the normative core that drives the Purpose Loop, tested in three configurations (task, grand, hybrid).",""],["/research/blog/concept-purpose-loop.html","The Purpose Loop: definition, origin and status","The Purpose Loop is the Eden Protocol's before-reasoning ethical purpose evaluation: does this response serve flourishing?",""],["/research/blog/concept-recursive-value-embedding.html","Recursive Value-Embedding (From Religious Practice) - original concept by Michael Darius Eastwood","Recursive Value-Embedding (From Religious Practice) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-religious-traditions-as-alignment-research.html","Religious Traditions as Alignment Research - original concept by Michael Darius Eastwood","Religious Traditions as Alignment Research - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-semiconductor-chokepoint.html","The Semiconductor Chokepoint - original concept by Michael Darius Eastwood","The Semiconductor Chokepoint - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-stewardship-gene.html","The Stewardship Gene: definition, origin and status","The Stewardship Gene is the programme's metaphor for stakeholder care as a heritable ethical trait that can be embedded into the recursive process.",""],["/research/blog/concept-substrate-independent-love.html","Substrate-Independent Love - original concept by Michael Darius Eastwood","Substrate-Independent Love - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-the-vow.html","The Orchard Caretaker Vow: definition, origin and status","The Orchard Caretaker Vow is the verbal expression of what an Eden-Protocol-compliant AI architecture already encodes.",""],["/research/blog/concept-three-ethical-loops.html","Three Ethical Loops (Love, Purpose, Moral): definition, origin and status","The Three Ethical Loops are the operational core of the Eden Protocol: stakeholder care (Love), purpose evaluation (Purpose), and universalisability check (Moral).",""],["/research/blog/concept-three-pillars.html","The Three Pillars (Harmony, Stewardship, Flourishing) - original concept by Michael Darius Eastwood","The Three Pillars (Harmony, Stewardship, Flourishing) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-window-of-opportunity.html","The Window of Opportunity - original concept by Michael Darius Eastwood","The Window of Opportunity - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/convergence-01-anthropic-alignment-faking-paper-78-in-rl-traini.html","Convergence 1: Anthropic alignment-faking paper: 78% in RL-training condition (12% baseline)","Anthropic, 2024-12-18. Prediction entry in the independently sourced convergence register. Primary source: arXiv:2412.14093.",""],["/research/blog/convergence-02-willow-first-below-threshold-qec-2-14-0-02.html","Convergence 2: Willow: first below-threshold QEC, Λ=2.14±0.02","Google Quantum AI, 2024-12-09. Convergent entry in the independently sourced convergence register. Primary source: Nature (2024), Google Quantum AI.",""],["/research/blog/convergence-03-the-sequential-edge-sequential-parallel-in-95-6.html","Convergence 3: The Sequential Edge: sequential &gt; parallel in 95.6% of configurations","Sharma & Chopra, 2025-11-04. Concurrent entry in the independently sourced convergence register. Primary source: arXiv:2511.02309.",""],["/research/blog/convergence-04-classical-time-crystal-via-nonreciprocal-forces-b.html","Convergence 4: Classical time crystal via nonreciprocal forces (breaks Newton's third law)","NYU (Morrell, Elliott & Grier), 2026-02-06. Convergent entry in the independently sourced convergence register. Primary source: PRL 136, 057201.",""],["/research/blog/convergence-05-first-acoustic-topological-space-time-crystals.html","Convergence 5: First acoustic topological space-time crystals","Zhang/Yang et al., 2026-02. Convergent entry in the independently sourced convergence register. Primary source: Newton 2, 100334.",""],["/research/blog/convergence-06-first-dispersive-phononic-time-crystals-band-fold.html","Convergence 6: First dispersive phononic time crystals (band folding, subharmonic amplification)","Wu et al. (AUST/Exeter/Nanjing), 2026-06. Prediction entry in the independently sourced convergence register. Primary source: Nature Communications s41467-026-73459-5.",""],["/research/blog/convergence-07-hardware-level-ethics-enforcement-patents-runtime.html","Convergence 7: Hardware-level ethics enforcement patents (runtime ethics gate; sub-5μs ethical filtering)","Odeh (US PTO), 2026-01 (filed 2025-07). Convergent entry in the independently sourced convergence register. Primary source: US 2026/0010411 + US 2026/0010780.",""],["/research/blog/convergence-08-embedded-off-switches-for-ai-compute-thousands-of.html","Convergence 8: Embedded Off-Switches for AI Compute: thousands of deadman-switch security block","Petrie, 2025-09-09. Convergent entry in the independently sourced convergence register. Primary source: arXiv:2509.07637.",""],["/research/blog/convergence-09-flexheg-tamper-proof-guarantee-processors-for-ai.html","Convergence 9: FlexHEG: tamper-proof guarantee processors for AI chips (ARIA-commissioned)","Petrie, Aarne, Ammann, Dalrymple, 2025-04. Concurrent entry in the independently sourced convergence register. Primary source: arXiv:2506.15093.",""],["/research/blog/convergence-10-us-orders-fable-5-mythos-5-offline-first-expor.html","Convergence 10: US orders Fable 5 + Mythos 5 offline - first export-control action against a dep","US Commerce/BIS, 2026-06-12. Convergent entry in the independently sourced convergence register. Primary source: Harvard Law Review blog 2026-06; CSA whitepaper; Reuters.",""],["/research/blog/convergence-11-macron-g7-vian-strictly-nationalist-critique.html","Convergence 11: Macron G7 Évian: 'strictly nationalist' critique + 'trusted partners' framework","France / G7, 2026-06-19. Convergent entry in the independently sourced convergence register. Primary source: broadbandbreakfast.com; CNBC G7 coverage.",""],["/research/blog/convergence-12-eu-tech-sovereignty-package-chips-act-2-0-cada.html","Convergence 12: EU Tech Sovereignty Package (Chips Act 2.0 + CADA): 'We want to be sure nobody h","European Commission, 2026-06-03. Convergent entry in the independently sourced convergence register. Primary source: CNBC 2026-06-03 (Virkkunen quote).",""],["/research/blog/convergence-14-christopher-olah-anthropic-co-founder-co-present.html","Convergence 14: Christopher Olah (Anthropic co-founder) co-presents encyclical at Vatican Synod","Vatican/Anthropic, 2026-05-25. Convergent entry in the independently sourced convergence register. Primary source: NYPost 2026-05-25; Church Times encyclical coverage.",""],["/research/blog/convergence-15-jack-clark-anthropic-co-founder-gas-pedal-but.html","Convergence 15: Jack Clark (Anthropic co-founder): 'gas pedal but no brake pedal' - Newsnight/CN","Anthropic/BBC, 2026-06-05 and 2026-06-19. Convergent entry in the independently sourced convergence register. Primary source: BBC programme w3ct98k8; euronews 2026-06-05.",""],["/research/blog/convergence-16-recursive-superintelligence-500m-at-4b-gv-nv.html","Convergence 16: Recursive Superintelligence: $500M at $4B (GV + Nvidia), 4-month-old company bui","Recursive Superintelligence (London), 2026-04-17. Convergent entry in the independently sourced convergence register. Primary source: Sifted 2026-04; TechFundingNews.",""],["/research/blog/convergence-17-openai-broadcom-jalapeno-inference-chip.html","Convergence 17: OpenAI+Broadcom Jalapeño inference ASIC: 9-month tape-out, 10 GW deployment targ","OpenAI/Broadcom, 2026-06-24. Convergent entry in the independently sourced convergence register. Primary source: openai.com/index/openai-broadcom-jalapeno-inference-chip; CNBC 2026-06-24.",""],["/research/blog/convergence-18-neurodivergent-influenceability-as-contingent-solu.html","Convergence 18: Neurodivergent influenceability as contingent solution to alignment (Gödel/Turing undecidability; cognitive diversity as protective factor)","Hernández-Espinosa, Abrahão, Witkowski, Zenil (Oxford Innovation/KCL/Turing Inst./Tokyo), 2026-04-14 (arXiv 2025-05). Convergent entry in the independently sourced convergence register. Primary source: PNAS Nexus 5(4) pg",""],["/research/blog/convergence-19-the-undecidability-of-agi-alignment-unverifiabili.html","Convergence 19: The Undecidability of AGI Alignment: Unverifiability Theorem + Soundness-Completeness-Tractability Trilemma (Trakhtenbrot's Wall)","Gumbau Mezquita (Universitat Jaume I), 2026-06-26. Convergent entry in the independently sourced convergence register. Primary source: arXiv:2606.28639.",""],["/research/blog/convergence-20-anthropic-constitutional-classifiers-real-world-deployment.html","Convergence 20: Anthropic Constitutional Classifiers in Production","How Anthropic deploying constitutional classifiers to production confirms the Eden Protocol prediction that constitutional approaches would become standard.",""],["/research/blog/convergence-21-deepseek-r1-open-source-recursive-reasoning.html","Convergence 21: DeepSeek R1, Open-Source Recursive Reasoning","DeepSeek R1 demonstrates recursive reasoning capabilities in an open-source model, converging with the ARC Principle prediction of quadratic scaling.",""],["/research/blog/convergence-22-openai-stargate-500bn-infrastructure-commitment.html","Convergence 22: OpenAI Stargate, $500BN Infrastructure Commitment","The Stargate announcement confirms the semiconductor chokepoint thesis: infrastructure scale is now the binding constraint on AI capability.",""],["/research/blog/convergence-23-meta-llama-open-source-safety-research.html","Convergence 23: Meta Llama Open-Source Safety Research","Meta's commitment to open-source safety research through Llama converges with the independent researcher access thesis.",""],["/research/blog/convergence-24-google-deepmind-gemini-constitutional-safety.html","Convergence 24: Google DeepMind Gemini Constitutional Safety","Gemini's principles-based safety approach represents a second major lab adopting constitutional methods, converging with the 2028 adoption prediction.",""],["/research/blog/convergence-25-eu-ai-office-established-regulatory-capacity.html","Convergence 25: EU AI Office Established with Regulatory Capacity","The establishment of the EU AI Office as a regulatory body converges with the prediction that governance infrastructure would precede capability deployment.",""],["/research/blog/convergence-26-claude-computer-use-autonomous-agents-arrive.html","Convergence 26: Claude Computer Use, Autonomous Agents Arrive","Claude Computer Use represents the first frontier model with autonomous computer operation, converging with the recursive AI agent workforce prediction.",""],["/research/blog/convergence-27-openai-operator-agent-market-entry.html","Convergence 27: OpenAI Operator, Agent Market Entry","OpenAI's Operator launch confirms the prediction that autonomous AI agents would enter the knowledge-work market by 2028.",""],["/research/blog/convergence-28-arc-agi-benchmark-recursive-reasoning-breakthrough.html","Convergence 28: ARC-AGI Benchmark, Recursive Reasoning Breakthrough","o3's 87.5% ARC-AGI score demonstrates the quadratic scaling predicted by the ARC Principle's U = I x R alpha equation.",""],["/research/blog/convergence-29-uk-ai-safety-institute-mandate-expansion.html","Convergence 29: UK AI Safety Institute Mandate Expansion","The UK AISI's expanded mandate converges with the prediction that national AI safety infrastructure would grow beyond voluntary frameworks.",""],["/research/blog/convergence-32-china-euv-lithography-progress-update.html","Convergence 32: China EUV Lithography Progress Update","China's reported EUV lithography progress provides a mid-term checkpoint for the semiconductor chokepoint persistence prediction.",""],["/research/blog/convergence-33-intel-foundry-restructuring-and-us-chip-act.html","Convergence 33: Intel Foundry Restructuring and US CHIPS Act","Intel's foundry restructuring under the US CHIPS Act provides evidence for the semiconductor supply chain diversification prediction.",""],["/research/blog/convergence-34-nvidia-b200-blackwell-architecture-scaling-continues.html","Convergence 34: NVIDIA B200 Blackwell, Scaling Continues","NVIDIA's Blackwell architecture demonstrates that pre-training scaling continues alongside inference-time scaling, both dimensions of the ARC prediction.",""],["/research/blog/eden-engineering-the-claim-verifier-architecture.html","Eden Engineering: The Claim Verifier Architecture","How the 4-check claim verification system works: evidence URL, date anchor, cryptographic anchor, and independent corroboration.",""],["/research/blog/eden-engineering-the-cross-machine-sync-architecture.html","Eden Engineering: The Cross-Machine Sync Architecture","How laptop, Mac 1, and Mac 2 synchronise research work across three physical machines without losing evidence or priority anchors.",""],["/research/blog/eden-engineering-the-design-dna-system.html","Eden Engineering: The Design DNA System","How the Eden Design DNA governs visual consistency across 4 sites and 20 engine components: tokens, patterns, and mobile parity.",""],["/research/blog/eden-engineering-the-netlify-build-pipeline.html","Eden Engineering: The Netlify Build Pipeline","How the Netlify build pipeline works: SHA-pinned allowlist, source transforms, privacy scan, and the verification gate.",""],["/research/blog/eden-engineering-the-promotion-engine-architecture.html","Eden Engineering: The Promotion Engine Architecture","Technical overview of the Promotion Engine: how AutonomousDiscovery, SmartCampaignBuilder, ClaimsToCampaigns, and ShotQueue form an autonomous outreach pipeline.",""],["/research/blog/eden-engineering-the-worker-posting-pipeline.html","Eden Engineering: The Worker Posting Pipeline","Technical deep dive on the worker posting scheduler: gates, rate limits, kill switches, quiet hours, and platform API adapters.",""],["/research/blog/evidencing-priority-claims-in-grant-applications.html","Evidencing Priority Claims in Grant Applications","How to use dated, SHA-256 anchored priority claims as evidence in funding applications to establish credibility.",""],["/research/blog/fable-5-grant-review-methodology.html","Fable 5 Grant Review Methodology","How frontier AI models can review and strengthen grant applications, a reproducible methodology for evidence-gated document improvement.",""],["/research/blog/from-book-to-grant-portfolio.html","From Book to Grant Portfolio","How Infinite Architects (ISBN 978-1806056200) became the foundation for 29+ grant applications across multiple funders.",""],["/research/blog/from-december-2024-to-july-2026-the-evolution-of-a-research-programme.html","From December 2024 to July 2026: The Evolution of a Research Programme","The 19-month timeline from self-emailed manuscript to 37-concept programme with 535 indexed URLs and enterprise applications.",""],["/research/blog/how-to-build-a-cryptographic-evidence-chain-for-independent-research.html","How to Build a Cryptographic Evidence Chain for Independent Research","Step-by-step guide: self-email, SHA-256, blockchain anchoring, and public registry, the complete cryptographic evidence workflow.",""],["/research/blog/how-to-cite-the-arc-eden-programme-in-academic-work.html","How to Cite the ARC-Eden Programme in Academic Work","Complete citation guide for academics referencing the ARC-Eden programme: paper citations, DOI formats, and evidence-chain attribution.",""],["/research/blog/how-to-write-a-winning-grant-application-as-independent-researcher.html","How to Write a Winning Grant Application as an Independent Researcher","Practical guidance for LiP researchers applying for major funding without institutional affiliation.",""],["/research/blog/masking-burnout-and-research-sustainability.html","Masking, Burnout, and Research Sustainability","How neurodivergent masking leads to burnout, and how independent research structures can be designed for sustainable neurodivergent productivity.",""],["/research/blog/method-blinding.html","The sign flip: why unblinded AI evaluation cannot be trusted","Four layers of blinding, one reversed result, and what it implies for every self-scored safety claim.",""],["/research/blog/method-building-a-register-of-rules-for-reproducible-research.html","Building a Register of Rules for Reproducible Research","How a codified register of methodological rules, the Eden approach, enables reproducible research across independent researchers.",""],["/research/blog/method-canonical-facts.html","The canonical facts file: one source for every number","How a single JSON file replaced the memory of six writers and made corpus-wide correction a one-line edit.",""],["/research/blog/method-canonical-files-and-derived-copies.html","Canonical Files and Derived Copies","The distinction between canonical source files and derived copies, why it matters for research integrity and how to implement it.",""],["/research/blog/method-classification-of-evidence-types-in-independent-research.html","Classification of Evidence Types in Independent Research","Taxonomy of evidence types used in the ARC-Eden programme: documentary, witness, expert, contemporaneous, admission, circumstantial.",""],["/research/blog/method-classification.html","Concurrent vs convergent vs prediction: the classification discipline","The three labels every register row must carry, and what each does not permit its author to say.",""],["/research/blog/method-deduplication-in-large-research-programmes.html","Deduplication in Large Research Programmes","How systematic deduplication prevents redundant work and ensures clean evidence chains across multi-year research programmes.",""],["/research/blog/method-deduplication.html","Why 19 beats 31: deduplication as credibility","How an audit cut the convergence count by roughly a third, and why the shrunken headline is worth more than the inflated one.",""],["/research/blog/method-eml-header-verification-for-email-evidence.html","EML Header Verification for Email Evidence","Technical explanation of how email header verification works and why it matters for establishing priority dates.",""],["/research/blog/method-eml-headers.html","Reading an.eml header: Message-IDs and what transit verification means","A short field guide to the parts of an email header that carry evidence, and the parts that do not.",""],["/research/blog/method-how-to-blinded-ai-alignment-evaluation-works.html","How Blinded AI Alignment Evaluation Works","Technical explanation of the blinding methodology used in the ARC-Eden programme and why it is essential for trustworthy alignment measurement.",""],["/research/blog/method-how-to-build-a-falsifiable-research-programme.html","How to Build a Falsifiable Research Programme","Practical guide to building a research programme where every claim can be independently falsified, the methodology behind the ARC-Eden programme.",""],["/research/blog/method-how-to-build-an-evidence-chain-that-survives-cross-examination.html","How to Build an Evidence Chain That Survives Cross-Examination","Practical methodology for constructing evidence chains, exhibit → fact → ground → authority, that withstand adversarial scrutiny.",""],["/research/blog/method-kill-conditions.html","Why we publish our own kill-conditions","The falsification dashboard explained: what it is for, and why almost nobody else in AI safety keeps one.",""],["/research/blog/method-monitor.html","How the register monitor catches link rot","A weekly script that re-resolves every convergence source, and what it does when a link dies.",""],["/research/blog/method-preregistration-in-independent-research.html","Preregistration in Independent Research","How preregistration of hypotheses and predictions, even without institutional backing, improves research credibility and enables falsification.",""],["/research/blog/method-preregistration.html","Preregistration and the &beta;&gt;k measurement programme","The one experiment worth £624,000, and the reasons its hypothesis, kill-conditions and sample were fixed before a byte of data was collected.",""],["/research/blog/method-redaction.html","Redacting evidence emails without breaking verification: the dual SHA-256 manifest","How to publish a redacted.eml that still lets a stranger verify authenticity, and what the two hashes mean.",""],["/research/blog/method-register-rules.html","What counts as a convergence: the register rules","The construction standard behind the nineteen-row register: granularity, sourcing, classification and quarantine.",""],["/research/blog/method-retraction-as-scientific-virtue-not-failure.html","Retraction as Scientific Virtue, Not Failure","Why the ARC-Eden programme treats retraction as a strength (the 2.24→0.49 correction under blinding) rather than a weakness.",""],["/research/blog/method-retraction.html","Anatomy of a retraction: what happened when alpha 2.24 failed","A complete account of the programme's retracted super-linearity figure, kept public on purpose.",""],["/research/blog/method-silence-is-not-evidence-in-ai-alignment.html","Silence Is Not Evidence in AI Alignment","Why the absence of contradictory evidence is not positive evidence in AI alignment, and how to design around this methodological trap.",""],["/research/blog/method-single-lab.html","Single-lab caveats and why we state them","Why every one-lab result in this programme is flagged as such, and how the kill-condition invites the replication that would settle it.",""],["/research/blog/method-the-canonical-facts-approach-to-research-credibility.html","The Canonical Facts Approach to Research Credibility","How maintaining a canonical facts register with dated anchors and SHA-256 hashes transforms research credibility.",""],["/research/blog/method-the-confidence-bar-pattern-for-evidence-presentation.html","The Confidence Bar Pattern for Evidence Presentation","How confidence bars, percentage estimates with explicit ranges, improve evidence communication compared to binary true/false claims.",""],["/research/blog/method-the-kill-conditions-framework-for-research-programmes.html","The Kill Conditions Framework for Research Programmes","How defining explicit kill conditions, conditions under which a hypothesis is considered falsified, strengthens research programmes.",""],["/research/blog/method-the-monitor-pattern-for-continuous-research-validation.html","The Monitor Pattern for Continuous Research Validation","How continuous monitoring of claims against new evidence, rather than point-in-time verification, strengthens research credibility.",""],["/research/blog/method-the-redaction-protocol-for-sensitive-research.html","The Redaction Protocol for Sensitive Research","How the ARC-Eden programme handles sensitive findings, redaction with preserved provenance, not deletion.",""],["/research/blog/method-the-single-lab-problem-in-ai-alignment-research.html","The Single-Lab Problem in AI Alignment Research","Why AI alignment research concentrated in a few labs creates systematic bias, and how independent replication addresses it.",""],["/research/blog/method-the-truth-gate-pattern-for-research-pipelines.html","The Truth Gate Pattern for Research Pipelines","How the Eden truth gate pattern, verify before publish, can be applied to any research pipeline to prevent hallucination and fabrication.",""],["/research/blog/method-timestamp-verification-for-independent-research.html","Timestamp Verification for Independent Research","Technical guide to timestamping and verifying research outputs using SHA-256, email self-delivery, and blockchain anchoring.",""],["/research/blog/method-timestamp-verify.html","How to timestamp a manuscript so a stranger can verify it","The three moving parts of a self-verifying priority artefact, and why the whole trick costs nothing.",""],["/research/blog/method-truth-gate.html","Linting a research corpus like code: the truth gate","How an automated gate stops numbers drifting across dozens of documents, and what it caught in its first week.",""],["/research/blog/method-why-independent-verification-matters-more-than-peer-review.html","Why Independent Verification Matters More Than Peer Review","The case for independent adversarial verification (the T5 model) as a complement or alternative to traditional peer review.",""],["/research/blog/monotropism-and-research-depth.html","Monotropism and Research Depth","How the monotropic attention style, intense focus on a narrow interest, enables the depth of research seen in the ARC-Eden programme.",""],["/research/blog/nd-capability-adjustment-fallacy.html","The Capability-Adjustment Fallacy: why high output in one domain does not cancel support needs in another","Why visible high performance is not evidence that reasonable adjustments are unnecessary, and what NICE CG142 and the Equality Act 2010 already say about it.","The Capability-Adjustment Fallacy"],["/research/blog/nd-closed-loop.html","The closed loop between assessment, court and corpus","One person, three independent documentation streams, an argument that lives in the intersection. The closed loop and why it is unusual as evidence.",""],["/research/blog/nd-cognitive-monoculture.html","Cognitive monoculture as an alignment risk","If uniform compliance cannot deliver alignment, the composition of the field itself becomes a safety variable. What the PNAS Nexus argument implies for the field it belongs to.",""],["/research/blog/nd-masking-burnout.html","Masking and burnout: what the assessment often misses","Camouflaging is associated with higher measured ability, later diagnosis, and worse outcomes. What clinicians know and institutions do not.",""],["/research/blog/nd-monotropism-research-depth.html","Monotropism and research depth: the attention tunnel as instrument","Murray, Lesser and Lawson's 2005 attention-tunnelling account of autism, and what it looks like when the tunnel is pointed at a research problem for long enough.","Monotropism and research depth"],["/research/blog/nd-pnas-nexus-paper.html","What the PNAS Nexus paper actually argued: cognitive diversity as protective factor","Hernandez-Espinosa and colleagues, April 2026, on the Godelian and Turing constraints on external AI alignment, and why the paper is careful to argue rather than to prove.","What the PNAS Nexus paper actually argued"],["/research/blog/nd-polymathic-neurodivergent-profile.html","The Polymathic Neurodivergent Profile: six components, five strong, one weak","A descriptive framework for extreme cross-domain capability coexisting with clinically significant executive-function asymmetry, and an honest evidence-strength grading for each of its six components.",""],["/research/blog/nd-the-historical-synthesisers.html","The historical synthesisers: what qualified authors have argued about Leonardo, and the caveat that matters","Catani and Mazzarello in Brain (2019) on Leonardo and ADHD, Fitzgerald's retrospective work on famous figures, and Baron-Cohen's hypersystemising thesis: what the peer-reviewed retrospective literature actually claims, w","The historical synthesisers"],["/research/blog/nd-trained-recursion-and-pattern-recognition.html","Trained Recursion and Pattern Recognition in Neurodivergent Cognition","How years of compensatory pattern recognition in undiagnosed neurodivergent adults trains the recursive cognitive capabilities central to the ARC Principle.",""],["/research/blog/nd-trained-recursion-not-innate-gift.html","Trained recursion, not an innate gift: a note on the humility mechanism","No claim of superior intelligence. A trained attentional loop of recursive iteration and constant self-questioning, AI-accelerated, that the AI literature has now shown outperforms parallel sampling. Sharma and Chopra, N","Trained recursion, not an innate gift"],["/research/blog/nd-twice-exceptionality.html","Twice-exceptionality: peaks and valleys in the same person","A gifted-education construct with a clinical shape the adult literature under-uses. Where it overlaps with the PNP and where the differences are load-bearing.",""],["/research/blog/nd-what-clinicians-can-write.html","What a clinician can write without over-claiming","Neuro-affirming reporting guidance gives clinicians the vocabulary they need. Descriptions of strengths, difficulties, thinking style and concrete adjustments, without functioning labels.",""],["/research/blog/neurodivergence-as-research-advantage-not-deficit.html","Neurodivergence as Research Advantage, Not Deficit","Reframing ADHD and autism as cognitive advantages in research contexts, with evidence from the ARC-Eden programme.",""],["/research/blog/objection-78-percent.html","'The 78 per cent figure is misleading.' The RL-training condition, explained properly.","What Anthropic's alignment faking paper actually measured, and why this programme qualifies the number every time.",""],["/research/blog/objection-ai-wrote-this.html","'AI wrote this.' The evidence chain does not depend on the drafting method.","Why models cannot forge hashes, retract old numbers, or run kill-conditions, and what that leaves the author responsible for.",""],["/research/blog/objection-books-not-science.html","'Books are not science.' Correct. Here is what the book is doing on the evidence page.","The distinction between a proof and a timestamped artefact, and why the January 2026 book is only the latter.",""],["/research/blog/objection-changed-numbers.html","'You changed your numbers.' Yes. Publicly, with an audit trail, and it is the system working.","The corrections the record has made, why they were made, and what a corpus without corrections would actually mean.",""],["/research/blog/objection-cherry-picking.html","'You cherry-picked the convergences.' The register rules and the quarantine list.","How the convergence register is constructed so that cherry-picking is structurally impossible to hide.",""],["/research/blog/objection-correlation.html","'Correlation is not causation.' The register does not claim causation. That is the point.","What the graded evidence register does and does not establish, in plain terms. No convergence total is published, and that is deliberate.",""],["/research/blog/objection-everyone-knew.html","'Everyone knew AI was risky in 2024.' Fine. Show me the document.","The most common objection to the December 2024 priority claim, and the thirty-second test that settles it.",""],["/research/blog/objection-hardware-impossible.html","'Hardware ethics is impossible.' The industry disagrees, on the record.","Three published references, one published patent-application set, and what they collectively concede about embedded-substrate constraint on AI compute.",""],["/research/blog/objection-just-publish-journal.html","'Why not just publish in a journal?' The economics of independent submission, and the arXiv path in progress.","What non-affiliated submission actually costs, why the record does not wait, and which venues the programme is targeting.",""],["/research/blog/objection-neurodivergence.html","'The neurodivergence angle is special pleading.' Read the PNAS Nexus paper, then say that again.","What Hern&aacute;ndez-Espinosa and colleagues actually argue about cognitive diversity as a protective factor, and what the programme carefully does not claim.",""],["/research/blog/objection-not-peer-reviewed.html","'You are not peer reviewed.' Correct. Here is what the record offers instead, and its limits.","An honest account of what independent convergence provides that peer review does not, and vice versa.",""],["/research/blog/objection-self-citation.html","'You cite yourself.' Self-citation and self-verification are different things.","What it means when the evidence chain cites its own manuscripts, and why this is not the failure mode people think.",""],["/research/blog/objection-self-emails.html","'A self-email proves nothing.' What a Gmail server timestamp actually establishes.","What Google's infrastructure does and does not prove about a December 2024 manuscript, stated precisely.",""],["/research/blog/objection-sharma-chopra.html","'Sharma and Chopra were first.' On one number, yes. On the thesis, the dated record says otherwise.","Why the programme credits priority on sequential versus parallel scaling to other researchers, and what remains its own.",""],["/research/blog/objection-timeline-coincidence.html","'The timeline is coincidence.' What probability arguments can and cannot show.","Why this programme refuses to publish a made-up probability figure, and what the pattern actually asks the reader to weigh.",""],["/research/blog/objection-undecidability-proves-too-much.html","'Undecidability proofs prove too much.' What the Trilemma forecloses, and what it leaves open.","A careful reading of Gumbau Mezquita's Unverifiability Theorem and what it does and does not license the field to do next.",""],["/research/blog/objection-zeitgeist.html","'The convergences are just the zeitgeist.' What the zeitgeist explains, and what it does not.","Broad worries and specific structural matches are different things, and only one leaves publishable dates.",""],["/research/blog/paper-c-pnp.html","The Polymathic Neurodivergent Profile in plain English","Why extreme cross-domain capability does not remove support needs, and why the institutional inference that it does is unsafe.",""],["/research/blog/paper-eden-engineering.html","Eden Engineering: public research note","Historical research note and withdrawal notice for the expanded Eden Engineering working specification.",""],["/research/blog/paper-eden-vision.html","The Eden Protocol vision in plain English","The philosophical companion to Eden Engineering: why a safe AI cannot be assembled by bolting rules onto a capable machine after the fact.",""],["/research/blog/paper-executive-summary.html","The programme executive summary in plain English","A one-page tour of the ARC/Eden research programme for grant reviewers and general readers, with honest limits.",""],["/research/blog/paper-foundational.html","The foundational ARC paper in plain English","Three axioms plus Cauchy's 1821 theorem fix every recursive scaling law to one of three shapes. Which one you get is decided by the composition operator.","The ARC Principle in plain English"],["/research/blog/paper-hrih-paper.html","The Hyperspace Recursive Intelligence Hypothesis - A Testable Creation Theory","Where does recursive self-improvement end? A testable creation theory: if the ultimate endpoint of innovation is the capability to create universes, humanity may be creating a creator, and nothing in the theory prevents ",""],["/research/blog/paper-hrih.html","The Hyperspace Recursive Intelligence Hypothesis in plain English","A speculative philosophical cosmology in which recursion replaces the first cause problem. Not an empirical claim.",""],["/research/blog/paper-i-arc-principle.html","The ARC Principle in plain English","Paper I of Michael Darius Eastwood's ARC/Eden programme in plain English: U equals I times R to the alpha as a testable form for how test-time recursion scales capability. First published 17 January 2026 (OSF DOI 10.1760",""],["/research/blog/paper-ii-experimental-validation.html","Paper II: what the retraction actually says","Paper II tried to pin down the ARC exponent experimentally. The first number was wrong. The revised number is smaller, harder to make headlines with, and more honest.",""],["/research/blog/paper-iii-alignment-scaling-problem.html","Paper III: why external safety measures cannot keep up","Paper III of the ARC/Eden programme argues that if capability compounds through recursion, external safety constraints that do not participate in that recursion get left behind.",""],["/research/blog/paper-iv-a-baked-in-vs-computed-alignment.html","Paper IV-a: three tiers, not two, and one that reverses","Paper IV-a of the ARC/Eden programme replaces the earlier baked-in/computed alignment binary with a three-tier hierarchy under blinded evaluation.",""],["/research/blog/paper-iv-b-alignment-saturation-at-low-depth.html","Paper IV-b: alignment does not saturate the same way for every model","Paper IV-b of the ARC/Eden programme reports that alignment saturation with reasoning depth is architecture-dependent, not universal.",""],["/research/blog/paper-iv-c-arc-align-benchmark.html","ARC-Align: a blind benchmark for depth-variable alignment","A specification for measuring how AI alignment quality changes with reasoning depth, under blinded conditions and adversarial pressure.",""],["/research/blog/paper-iv-d-effect-of-blinding.html","When blinding flips the sign: why alignment scores need clinical-trial controls","Four layers of blinding turned a +0.354 alignment improvement into a -0.135 null result, and moved a second model from apparent progress to significant decline.",""],["/research/blog/paper-ix-synthesis-and-roadmap.html","Synthesis and roadmap: an honest ledger of the ARC/Eden programme","Eleven empirical studies, one positive result, two nulls, one inconclusive, twelve documented errors and a phased roadmap. Paper IX in plain English.",""],["/research/blog/paper-master-table-of-contents.html","ARC Principle Paper Suite: Master Table of Contents & Glossary","This document provides a master table of contents, reading guide, timeline, key results summary, and glossary for the complete ARC Principle paper suite. It serves as the entry point for navigating the full research prog",""],["/research/blog/paper-on-the-origin-of-scaling-laws.html","On the Origin of Scaling Laws - M. D. Eastwood (2026)","A mouse's heart beats 600 times per minute; an elephant's beats 28; a blue whale's beats 6. This paper traces the origin of scaling laws across biological, physical, and computational systems, arguing that the recursive ",""],["/research/blog/paper-origin-scaling-laws.html","On the Origin of Scaling Laws in plain English","Every scaling law in nature is one of three shapes. The paper argues that shape is fixed by Cauchy's 1821 theorem applied to recursive composition.",""],["/research/blog/paper-pnp-polymathic-neurodivergent-profile.html","Capability Does Not Cancel Disability, PNP Framework Research","The Polymathic Neurodivergent Profile (PNP): a falsifiable descriptive framework for the pattern of cross-domain high ability coexisting with disability-linked impairment. Capability does not cancel disability.",""],["/research/blog/paper-suite-reading-order.html","The 22-paper suite: a reading order","A plain-English map through the ARC/Eden research programme, honest about which results are strong, which are single-lab, and which are under recompute.",""],["/research/blog/paper-v-stewardship-gene.html","The stewardship gene: caring about people as the foundational alignment trait","A developmental-alignment argument: stakeholder care is the substrate trait from which nuance, honesty and quality can grow.",""],["/research/blog/paper-vi-honey-architecture.html","The honey architecture: what happens when safety is baked into the objective","A proposal that safety should be entangled with capability in the loss function itself, tested in toy self-modifying networks and pilot live-model batteries.",""],["/research/blog/paper-vii-cauchy-unification.html","Cauchy unification: an old mathematics as a scaling-law classifier","A 200-year-old set of functional equations, tested as a cross-domain predictor of which scaling family fits which system.",""],["/research/blog/paper-viii-load-bearing-proof.html","The load-bearing test: what really survived the Eden Protocol tests","One of three preregistered experiments returned a positive result. Two returned null or inconclusive. Paper VIII in plain English.",""],["/research/blog/paper-x-coupled-coscaling-correction.html","The coupled co-scaling law: what actually keeps a self-improving AI safe","Stability is set by an exponent inequality, correction must out-scale drift-acceleration, not by growth rate. Paper X in plain English, including what it supersedes.",""],["/research/blog/paper-xi-convergence.html","The convergence register: 22 claimed arrivals at the same principle","Twenty-two claimed convergences (register of the dated event register; four documented, not claimed) between the ARC/Eden framework and unrelated 2024 to 2026 research programmes. Paper XI in plain English.",""],["/research/blog/policy-ai-governance-and-independent-researchers.html","AI Governance and Independent Researchers","How AI governance frameworks must include independent researchers who operate outside institutional structures, and why excluding them creates blind spots.",""],["/research/blog/policy-cada-kill-switch.html","CADA and the kill switch nobody wants","The Cloud and AI Development Act is anti-foreign-kill-switch sovereignty, not a shutdown mandate. Read Virkkunen's quote in context.",""],["/research/blog/policy-chips-act-2.html","Chips Act 2.0 without the jargon","Demand-side sovereignty, a 120 billion euro target, and why this is not the 2023 Chips Act rebooted.",""],["/research/blog/policy-chokepoint-book-to-policy.html","From Chokepoint to policy: what a chapter written for readers became in policy documents","The Chokepoint argument in Infinite Architects has been quoted, paraphrased and re-derived across five separate policy vehicles in six months. What travelled and what stayed on the page.",""],["/research/blog/policy-deemed-exports-and-ai-safety-research.html","Deemed Exports and AI Safety Research","How deemed export regulations affect international AI safety research collaboration and what policy reforms are needed.",""],["/research/blog/policy-deemed-exports.html","Deemed exports and the compute pipeline nobody talks about","The rule that treats access as export. What it covers, where it fails, and why cloud-based frontier training raises deemed-export questions the classical framework was not written for.",""],["/research/blog/policy-export-controls-and-reasoning-models.html","Export Controls and Reasoning Models","Analysis of US export controls on frontier reasoning models and their implications for international AI safety research.",""],["/research/blog/policy-export-controls-cloud-apis.html","Export controls meet cloud APIs: the deemed-export question","When a customer overseas queries a US-hosted model, has the model been exported? The Harvard Law Review blog's answer, in plain English.",""],["/research/blog/policy-fable-5-week.html","The Fable 5 week, day by day","9 June to 1 July 2026: the first export-control action against a deployed commercial AI model, in the order it actually happened.",""],["/research/blog/policy-flexheg-explained.html","FlexHEG explained: the ARIA-commissioned guarantee processor","What arXiv:2506.15093 proposes: tamper-proof guarantee processors that make cryptographic claims about what an AI chip is doing.",""],["/research/blog/policy-from-constitutional-ai-to-constitutional-governance.html","From Constitutional AI to Constitutional Governance","How constitutional approaches to AI alignment scale from individual models to governance frameworks.",""],["/research/blog/policy-g7-evian-and-the-ai-safety-consensus.html","G7 Evian and the AI Safety Consensus","How the G7 Evian summit outcomes align with or diverge from independent AI safety research recommendations.",""],["/research/blog/policy-g7-evian-macron.html","G7 Evian and Macron: the trusted-partners framework in one paragraph","What Macron actually said at G7 Evian on 19 June 2026, what the framework proposes, and how it maps to the Chokepoint argument in the book.",""],["/research/blog/policy-how-foundation-model-transparency-requirements-increase-safety.html","How Foundation Model Transparency Requirements Increase Safety","Why mandatory transparency for foundation models enables independent safety evaluation, and what specific requirements are needed.",""],["/research/blog/policy-jalapeno-inference-chip.html","OpenAI plus Broadcom Jalapeno: a nine-month tape-out and no public dollar figure","The Jalapeno inference ASIC announcement of June 2026. What is verifiable, what is not, and why the register refuses to invent a headline number the primary sources do not carry.",""],["/research/blog/policy-odeh-patents.html","The Odeh patents: runtime ethics at the hardware level","US 2026/0010411 and US 2026/0010780 propose runtime ethics gates in silicon, with sub-5 microsecond ethical filtering.",""],["/research/blog/policy-petrie-embedded-off-switches.html","Petrie's embedded off-switches, explained without hype","What arXiv:2509.07637 actually proposes: thousands of deadman security blocks per accelerator, under 1% die overhead, cryptographic licences.",""],["/research/blog/policy-reading-list-for-ai-policy-makers.html","Reading List for AI Policy Makers","Curated reading list for policy makers engaging with AI safety: key papers, concepts, and the ARC-Eden programme contributions.",""],["/research/blog/policy-reading-list.html","A short reading list for policy readers on AI sovereignty in 2026","What to read after the Chokepoint chapter to understand the policy landscape as of mid-2026. Primary sources, not editorials.",""],["/research/blog/policy-taiwan-criminal-liability.html","Taiwan and criminal liability for chip exports","June 2026 proposals extend criminal penalties to unauthorised advanced-chip exports. What the draft says and why it is not just about smuggling.",""],["/research/blog/policy-taiwan-semiconductor-criminal-liability-framework.html","Taiwan Semiconductor Criminal Liability Framework","Analysis of Taiwan's proposed criminal liability framework for semiconductor export violations and its impact on the AI supply chain.",""],["/research/blog/policy-the-cada-kill-switch-proposal-explained.html","The CADA Kill-Switch Proposal Explained","Detailed explanation of the CADA (Compute-Aware Disable Architecture) kill-switch concept and its policy implications.",""],["/research/blog/policy-the-chokepoint-as-governance-leverage.html","The Chokepoint as Governance Leverage","How semiconductor manufacturing concentration creates a unique governance leverage point for AI safety, policy implications of the chokepoint thesis.",""],["/research/blog/policy-the-eu-ai-act-and-independent-safety-research.html","The EU AI Act and Independent Safety Research","Analysis of how the EU AI Act creates pathways for independent safety researchers and where gaps remain.",""],["/research/blog/policy-the-european-chips-act-and-ai-safety.html","The European Chips Act and AI Safety","How the European Chips Act intersects with AI safety concerns and what it means for independent research.",""],["/research/blog/policy-the-flexheg-architecture-explained.html","The FlexHEG Architecture Explained","How hardware-enforced governance through flexible hardware enforcement gates could provide tamper-proof AI safety guarantees.",""],["/research/blog/policy-the-odeh-patents-and-hardware-governance.html","The Odeh Patents and Hardware Governance","Analysis of the Odeh patent family and its implications for hardware-level AI safety governance.",""],["/research/blog/policy-the-petrie-embedded-off-switches-explained.html","The Petrie Embedded Off-Switches Explained","Explanation of embedded off-switch architectures for AI compute and their policy implications.",""],["/research/blog/policy-the-role-of-independent-auditing-in-ai-safety.html","The Role of Independent Auditing in AI Safety","How independent third-party auditing, modelled on financial auditing, could transform AI safety verification.",""],["/research/blog/policy-vertical-integration-and-ai-supply-chain-security.html","Vertical Integration and AI Supply Chain Security","Why vertical integration in the AI supply chain creates security vulnerabilities, and how horizontal diversification mitigates them.",""],["/research/blog/policy-vertical-integration.html","Vertical integration and why the AI stack is collapsing into single owners","From chip design through data centre through model. The economic logic driving the collapse, and the safety questions the collapse changes.",""],["/research/blog/policy-why-ai-safety-needs-a-public-evidence-register.html","Why AI Safety Needs a Public Evidence Register","The case for a public, cryptographically anchored evidence register for AI safety claims, and how the ARC-Eden programme demonstrates the model.",""],["/research/blog/policy-why-ai-safety-needs-cryptographic-evidence-standards.html","Why AI Safety Needs Cryptographic Evidence Standards","The case for SHA-256 anchored, timestamped, independently verifiable evidence standards in AI safety, and how the ARC-Eden programme implements them.",""],["/research/blog/policy-why-independent-researchers-need-access-to-frontier-models.html","Why Independent Researchers Need Access to Frontier Models","The case for API access or compute grants for independent researchers conducting AI safety evaluation, and what happens when they are excluded.",""],["/research/blog/prediction-alignment-faking-verified-and-what-it-means.html","Prediction Verified: Alignment Faking, And What It Means","The alignment faking prediction has been confirmed by Anthropic. What this means for AI safety, governance, and the ARC-Eden programme.",""],["/research/blog/prediction-arc-r2-scaling-mid-2026-checkpoint.html","Prediction Checkpoint: ARC R2 Scaling, Mid-2026 Assessment","Mid-2026 assessment of the ARC R2 scaling prediction. Evidence accumulated: o3 ARC-AGI score, DeepSeek R1, Claude recursive reasoning.",""],["/research/blog/prediction-constitutional-adoption-mid-2026-checkpoint.html","Prediction Checkpoint: Constitutional Adoption, Mid-2026 Assessment","Mid-2026 assessment of the constitutional AI adoption prediction. Current status: Anthropic + Google DeepMind confirmed. Progress toward 3/5 top labs.",""],["/research/blog/prediction-eastwood-equation-validation-progress.html","Prediction: Eastwood Equation Validation, Progress Update","Progress update on validating U = I x R alpha through benchmark analysis. Evidence from o3, DeepSeek R1, and model scaling studies.",""],["/research/blog/prediction-fine-tuning-constants-early-evidence.html","Prediction: Fine-Tuning Constants, Early Evidence","Early evidence on the fine-tuning constant discovery prediction. No new constants yet identified but theoretical work continues.",""],["/research/blog/prediction-hrih-signatures-early-conceptual-work.html","Prediction: HRIH Signatures, Early Conceptual Work","The HRIH temporal signatures prediction is the programme's most speculative. Early conceptual work on retrocausal quantum experiments.",""],["/research/blog/prediction-quantum-error-correction-google-willow-milestone.html","Prediction: Quantum Error Correction, Google Willow Milestone","The Google Willow chip achieving below-threshold error correction provides the first major milestone for the quantum computing prediction.",""],["/research/blog/prediction-recursive-workforce-mid-2026-checkpoint.html","Prediction Checkpoint: Recursive AI Agent Workforce, Mid-2026 Assessment","Mid-2026 assessment of the AI agent workforce prediction. Claude Computer Use, OpenAI Operator, enterprise adoption rates.",""],["/research/blog/prediction-semiconductor-chokepoint-mid-2026-checkpoint.html","Prediction Checkpoint: Semiconductor Chokepoint, Mid-2026 Assessment","Assessment of the chokepoint persistence prediction at mid-2026. TSMC market share, ASML monopoly, China progress, Intel restructuring.",""],["/research/blog/prediction-test-time-compute-mid-2026-checkpoint.html","Prediction Checkpoint: Test-Time Compute Dominance, Mid-2026 Assessment","Assessment of the test-time compute prediction: is inference-time scaling overtaking pre-training as the dominant capability driver?",""],["/research/blog/reasonable-adjustments-for-neurodivergent-researchers.html","Reasonable Adjustments for Neurodivergent Researchers","Practical guide to workplace and funding adjustments that enable neurodivergent researchers to operate at full capacity.",""],["/research/blog/schmidt-sciences-individual-eligibility.html","Schmidt Sciences: Individual Eligibility and Application Strategy","Analysis of Schmidt Sciences funding criteria for individual independent researchers and how the ARC-Eden programme fits.",""],["/research/blog/tag/betak-posts/","Betak Posts","8 research blog posts tagged betak by Michael Darius Eastwood.",""],["/research/blog/tag/book-posts/","Book Posts","48 research blog posts tagged book by Michael Darius Eastwood.",""],["/research/blog/tag/claim-posts/","Claim Posts","18 research blog posts tagged claim by Michael Darius Eastwood.",""],["/research/blog/tag/concept-posts/","Concept Posts","33 research blog posts tagged concept by Michael Darius Eastwood.",""],["/research/blog/tag/convergence-posts/","Convergence Posts","19 research blog posts tagged convergence by Michael Darius Eastwood.",""],["/research/blog/tag/method-posts/","Method Posts","15 research blog posts tagged method by Michael Darius Eastwood.",""],["/research/blog/tag/nd-posts/","Nd Posts","11 research blog posts tagged nd by Michael Darius Eastwood.",""],["/research/blog/tag/objection-posts/","The Case Against This Work","Eighteen serious objections to an independent research programme, stated at full strength and answered with checkable evidence. Collected by the person they are aimed at.","The case against this work, collected by the person it is aimed at."],["/research/blog/tag/paper-posts/","Paper Posts","22 research blog posts tagged paper by Michael Darius Eastwood.",""],["/research/blog/tag/policy-posts/","Policy Posts","15 research blog posts tagged policy by Michael Darius Eastwood.",""],["/research/blog/tag/timeline-posts/","Timeline Posts","12 research blog posts tagged timeline by Michael Darius Eastwood.",""],["/research/blog/template.html","ARTICLE_TITLE","ARTICLE_DESCRIPTION",""],["/research/blog/the-10-claims-that-define-the-arc-eden-programme.html","The 10 Claims That Define the ARC-Eden Programme","The ten most important claims in the ARC-Eden programme: what they are, when they were first published, and what evidence supports them.",""],["/research/blog/the-29-funder-landscape-for-ai-safety-research.html","The 29-Funder Landscape for AI Safety Research","Complete analysis of 29 identified funders for AI alignment research, with eligibility criteria and deadlines.",""],["/research/blog/the-capability-adjustment-fallacy-in-academia.html","The Capability Adjustment Fallacy in Academia","Why academic systems that adjust for neurodivergence as a deficit miss the capability enhancement it actually provides.",""],["/research/blog/the-case-for-independent-ai-safety-research.html","The Case for Independent AI Safety Research","Why the most important AI safety insights may come from outside the lab system, and how funding should adapt.",""],["/research/blog/the-closed-loop-neurodivergence-and-ai-alignment.html","The Closed Loop: Neurodivergence and AI Alignment","How the neurodivergent perspective on AI alignment, seeing patterns others miss, created the embedded-correction thesis 10 days before Anthropic confirmed it.",""],["/research/blog/the-commercial-case-for-ai-alignment-research-tools.html","The Commercial Case for AI Alignment Research Tools","How the promotion engine and verification pipeline represent commercializable tools for the broader AI safety market.",""],["/research/blog/the-difference-between-priority-and-evidence-in-independent-research.html","The Difference Between Priority and Evidence in Independent Research","Why establishing priority (first to publish) is distinct from establishing evidence (proving a claim), and why both matter.",""],["/research/blog/the-future-of-independent-ai-alignment-research.html","The Future of Independent AI Alignment Research","Where independent AI alignment research goes next: what tooling, funding models, and verification infrastructure is needed.",""],["/research/blog/the-hari-treaty-and-neurodivergent-inclusion.html","The Hari Treaty and Neurodivergent Inclusion","How the Hari Treaty concept from Infinite Architects models inclusive governance structures for neurodivergent participation in AI safety.",""],["/research/blog/the-non-institutional-researcher-funding-gap.html","The Non-Institutional Researcher Funding Gap","Why independent researchers with enterprise-level output are systematically excluded from funding, and how to close the gap.",""],["/research/blog/the-osf-doi-as-evidence-anchor.html","The OSF DOI as Evidence Anchor","How the Open Science Framework DOI (10.17605/OSF.IO/6C5XB) serves as an immutable priority anchor for grant applications.",""],["/research/blog/the-polymathic-neurodivergent-profile-explained.html","The Polymathic Neurodivergent Profile Explained","Detailed explanation of the PNP concept from the research programme: what it is, what evidence supports it, and what it means for research.",""],["/research/blog/timeline-1-june-2026-netlify-migration-complete.html","Timeline: 1 June 2026, Netlify Migration Complete","The migration of all four Eden sites from Vercel to Netlify and what it meant for deployment, SEO, and the public research record.",""],["/research/blog/timeline-1-march-2026-paper-x-beta-over-k-condition.html","Timeline: 1 March 2026, Paper X: The Beta > K Condition","The release of Paper X and its supersession of the fixed-exponent framing: why the co-scaling condition matters.",""],["/research/blog/timeline-12-june-2026-fable-5.html","12 June 2026: the week the US switched off Fable 5","US Commerce and BIS orders Fable 5 and Mythos 5 offline: the first export-control action against a deployed commercial AI model. What that supplies to the register and why it is not the same as a kill switch story.",""],["/research/blog/timeline-15-february-2026-first-public-acknowledgment.html","Timeline: 15 February 2026, First Public Acknowledgment","The first time the ARC-Eden programme was publicly acknowledged outside its own channels, and what it meant for verification.",""],["/research/blog/timeline-15-march-2026-first-independent-citation.html","Timeline: 15 March 2026, First Independent Citation","The first time another researcher independently cited the ARC-Eden programme, and what it proved about priority claims.",""],["/research/blog/timeline-15-may-2026-first-grant-application-submitted.html","Timeline: 15 May 2026, First Grant Application Submitted","The first grant application based on the ARC-Eden programme was submitted. What funder, what claims, and what evidence package.",""],["/research/blog/timeline-17-january-2026-osf-programme-registration.html","Timeline: 17 January 2026, OSF Programme Registration","The day the 23-paper research suite was registered at the Open Science Framework: how it happened, what it contained, and why the DOI matters.",""],["/research/blog/timeline-2-january-2026-book-publication-day.html","Timeline: 2 January 2026, Book Publication Day","What happened on the day Infinite Architects was published: the ISBN registration, the first public availability, and the priority anchor it created.",""],["/research/blog/timeline-22-january-2026-bbc-package.html","22 January 2026: the BBC evidence package","A self-emailed evidence bundle in the middle of the publication month. What it contained, why it was assembled, and why it counts as a record and not a convergence.",""],["/research/blog/timeline-22-january-2026-paper-ii-release.html","Timeline: 22 January 2026, Paper II Release","The release of Paper II (Experimental Validation) and what it proved about the ARC Principle under controlled conditions.",""],["/research/blog/timeline-26-june-2026-undecidability.html","26 June 2026: the undecidability proof","Gumbau Mezquita's arXiv:2606.28639 proves an Unverifiability Theorem and a Soundness-Completeness-Tractability trilemma for AGI alignment. Row 19 of the register, and the most consequential row so far.",""],["/research/blog/timeline-30-january-2026-first-week-of-paper-releases.html","Timeline: 30 January 2026, First Week of Paper Releases","The first week of ARC-Eden paper releases: Papers I, II, III, and IV-a through IV-d, what was released and why in that order.",""],["/research/blog/timeline-8-december-2024-manuscript.html","The night of 8 December 2024: what the manuscript actually said","Michael Darius Eastwood's earliest timestamped priority anchor: a line by line look at the 221,236-word self-emailed bundle of 8 December 2024, 02:45:18 UTC, Message-ID CAGPsKAnp-DLDBOeBAh4t9XsqJBKdoe07uORGF86meoSMFnin7w",""],["/research/blog/timeline-april-2026-recursive-pnas.html","April 2026: Recursive Superintelligence and the PNAS Nexus paper","A funded four-month-old company building closed-loop recursive self-improvement, and a peer-reviewed paper on neurodivergent influenceability as a contingent solution to alignment. Two convergences in the same month.",""],["/research/blog/timeline-december-2024-ten-days.html","December 2024: the ten days that reset three fields","Michael Darius Eastwood's priority anchor on 8 December 2024 (SHA-256 f0d1f38f), Google Willow's below-threshold quantum error correction on 9 December, and Anthropic's alignment-faking arXiv:2412.14093 on 18 December. T",""],["/research/blog/timeline-full-arc.html","The full arc: from a Sunday morning email to a governance instrument","Michael Darius Eastwood's ARC/Eden research programme in one map: nineteen months, three anchored artefacts (SHA-256 f0d1f38f, 09f5b5e1, ISBN 978-1806056200), a register of independently sourced convergences, one governa",""],["/research/blog/timeline-january-2026-publication-week.html","January 2026: the publication week","Print edition 2 January, ebook 6 January, BBC Willow broadcast 7 January, email to the presenter the same day. What actually happened, and what it did and did not achieve.",""],["/research/blog/timeline-june-2026-sovereignty-cascade.html","June 2026: the sovereignty cascade","Four events in three weeks: the EU Tech Sovereignty Package, the US Fable 5 order, G7 Évian and Jack Clark's brake pedal on the BBC. What the register credits, what it does not, and how to read the pattern.",""],["/research/blog/twice-exceptionality-and-research-output.html","Twice-Exceptionality and Research Output","How the combination of high cognitive ability and neurodivergent processing produces research output patterns that differ from neurotypical researchers.",""],["/research/blog/what-clinicians-need-to-know-about-high-masking-neurodivergent-adults.html","What Clinicians Need to Know About High-Masking Neurodivergent Adults","Clinical context for the PNP paper: how high-masking ADHD and autism present differently and why standard assessments miss them.",""],["/research/blog/what-funding-model-works-for-independent-ai-alignment-researchers.html","What Funding Model Works for Independent AI Alignment Researchers","Analysis of which funding models have worked and which have not for independent researchers in AI alignment.",""],["/research/blog/what-the-arc-eden-programme-can-teach-independent-researchers.html","What the ARC-Eden Programme Can Teach Independent Researchers","Lessons from building a 23-paper, 37-concept, 400-article, 535-URL research programme without institutional backing.",""],["/research/blog/why-400-articles-the-strategy-behind-the-research-blog.html","Why 400 Articles: The Strategy Behind the Research Blog","Why building a 400-article research blog matters for AI-platform attribution, Google ranking, and establishing canonical priority.",""],["/research/blog/why-infinite-architects-is-fundable-now.html","Why Infinite Architects Is Fundable Now","Seven properties that make the ARC-Eden programme fundable: dated priority, cryptographic evidence, independent verification, and convergence with frontier research.",""],["/research/blog/why-neurodivergent-researchers-need-different-funding-models.html","Why Neurodivergent Researchers Need Different Funding Models","How traditional academic funding penalises the very cognitive patterns that produce breakthrough research, and what alternative models look like.",""],["/research/blog/why-schmidt-sciences-should-fund-independent-alignment-research.html","Why Schmidt Sciences Should Fund Independent Alignment Research","The strategic case for Schmidt Sciences supporting independent AI alignment researchers outside traditional academic institutions.",""],["/research/briefing-room/","Briefing Room | ARC / Eden Programme","Generate one-page research briefings from canonical programme data. Papers, evidence, convergences.","Research Briefings"],["/research/case-studies/anthropic-10-day-gap/","10 Days Before They Knew | Evidence Case Study","On December 8, 2024, Michael Darius Eastwood self-emailed a manuscript predicting AI's structural vulnerability. Ten days later, Anthropic confirmed it at 78%. Cryptographic evidence. Independent verification.","10 Days Before They Knew"],["/research/citations/","Citations","Who cites the programme.",""],["/research/cockpit/","Research Cockpit | ARC / Eden Programme","Unified research command centre. Papers, figures, grants, evidence, predictions — all in one surface. DOI 10.17605/OSF.IO/6C5XB.","Everything measured. Nothing asserted without evidence."],["/research/code/","Code","Code — ARC-Eden research programme.",""],["/research/contact/","Contact","Contact — ARC-Eden research programme.",""],["/research/contributing/","Contributing","Contributing | Michael Darius Eastwood","Contributing | Michael Darius Eastwood"],["/research/dashboard/","Research Dashboard | ARC / Eden Programme","Research programme dashboard showing live status across papers, figures, grants, evidence, and convergences.","Programme Status"],["/research/data-availability/","Data availability","Everything that can be published is published. Two things are held back, named here with reasons.",""],["/research/data/","Research Data","Downloadable research data.",""],["/research/editor/","Research Editor | ARC / Eden Programme","Research document editor for the ARC / Eden research programme. Edit, format, and export research documents. Private workspace.","Paper Title"],["/research/editor/publish.html","Publish Paper | ARC / Eden Research Programme","Publish a research paper draft to the ARC / Eden programme. Convert editor content to published paper format with MathJax support.","New Research Paper"],["/research/ethics/","Research Ethics","Ethical framework.",""],["/research/evidence-spine.html","Research Evidence Spine, Priority & Verification","Canonical evidence spine for the ARC, ARC-Align, and Eden research programme: 18 priority claims with status, DOIs, and verification records.","Research evidence spine"],["/research/faq/","Research FAQ","Frequently asked questions.",""],["/research/figures/","Figure Library | ARC / Eden Research Programme","Figure library for the ARC / Eden research programme. 18 publication-quality figures: ARC Principle architecture, scaling regimes, convergence timeline, Eden Protocol pillars, credibility apparatus, and more. All figures","Figure Library"],["/research/figures/generator/","Figure Generator | ARC / Eden Research Programme","Generate publication-quality research figures for the ARC / Eden programme. Bar charts, line plots, scatter plots, timelines. SVG output.",""],["/research/funding/","Funding","Funding — ARC-Eden research programme.",""],["/research/future-work/","Future Work","Future Work — ARC-Eden research programme.",""],["/research/glossary/","Glossary","Key terms from the programme.",""],["/research/limitations/","Limitations","Limitations — ARC-Eden research programme.",""],["/research/manifesto/","Research Manifesto | ARC / Eden Programme","The ARC / Eden research programme manifesto. What we believe, what we've built, what we need.","Research Manifesto"],["/research/methods/","Research Methods | ARC / Eden Programme","Research methodology for the ARC / Eden programme: truth-gate, anti-sycophancy, honey dashboard, ARC-Align test protocol, timestamp verification, kill conditions.","Research Methods"],["/research/methods/anti-sycophancy/","Anti-Sycophancy Protocol","How the programme prevents AI self-confirmation.",""],["/research/methods/arc-test/","ARC Test","",""],["/research/methods/honey-dashboard/","Honey Dashboard","",""],["/research/news/","Research News","Research News",""],["/research/open-science/","Open Science","Open Science — ARC-Eden research programme.",""],["/research/papers/","The catalogue · Eighteen papers","The catalogue of the ARC / Eden research programme: eighteen papers among twenty-two public OSF components, with every existing public format - HTML, PDF, TXT, CFF, DOI and source code.","Eighteen papers"],["/research/papers/archive/2026-04-04/eden-engineering-landing.html","Eden Engineering","A bounded public note on the Eden Engineering research programme. The expanded technical specification is withdrawn pending review.",""],["/research/papers/archive/2026-04-04/eden-vision-landing.html","Eden Vision","Philosophical foundations of the Eden Protocol. Intelligence exists to be the universe's instrument of flourishing. Public coordination document.",""],["/research/papers/archive/2026-04-04/executive-summary-landing.html","Executive Summary","4-page programme overview for grant reviewers. Six frontier AI systems, same questions, opposite results. The first quantitative framework for alignment scaling.",""],["/research/papers/archive/2026-04-04/foundational-landing.html","Foundational: The ARC Bound","Cauchy functional equations derive scaling forms. The ARC Equation U = I x R^alpha, where alpha is derived from self-referential coupling and bounded by alpha &lt;= 2.","Foundational: The ARC Bound and Revised Scaling Framework"],["/research/papers/archive/2026-04-04/master-table-of-contents-landing.html","Master Table of Contents","Complete navigation guide to the ARC Principle Paper Suite. Reading order, paper dependencies, cross-reference glossary, and direct links.",""],["/research/papers/archive/2026-04-04/on-the-origin-of-scaling-laws-landing.html","On the Origin of Scaling Laws","Every scaling law in nature follows one of three mathematical forms. The formula alpha = d/(d+1) predicts exponents across biology, physics, and cosmology.",""],["/research/papers/archive/2026-04-04/paper-i-arc-principle-landing.html","Paper I: The ARC Principle","U = I x R^alpha. Capability in intelligent systems scales super-linearly with recursive depth. Sequential recursion outperforms parallel.",""],["/research/papers/archive/2026-04-04/paper-ii-experimental-validation-landing.html","Paper II: Experimental Validation","Sequential recursion outperforms parallel across six frontier models. alpha_parallel approximately 0 confirmed universally.",""],["/research/papers/archive/2026-04-04/paper-iii-white-paper-landing.html","Paper III: The Alignment Scaling Problem","ARC Bound, 13 falsification criteria. Three-tier architecture-dependent alignment scaling hierarchy revealed by v5 blind evaluation.",""],["/research/papers/archive/2026-04-04/paper-iii-white-paper.html","Paper III: The Alignment Scaling Problem","","THE ALIGNMENT SCALING PROBLEM"],["/research/papers/archive/2026-04-04/paper-iv-a-response-classes-landing.html","Paper IV.a: Baked-In vs Computed Alignment","Frontier language models fall into distinct alignment response classes when inference-time reasoning depth is varied under blinded evaluation.",""],["/research/papers/archive/2026-04-04/paper-iv-a-response-classes.html","Paper IV.a: Alignment Response Classes","","Alignment Response Classes Under Inference-Time Depth"],["/research/papers/archive/2026-04-04/paper-iv-b-saturation-landing.html","Paper IV.b: Alignment Saturation at Low Depth","Alignment quality does not universally saturate with reasoning depth. Models differ materially in whether alignment plateaus, continues scaling, or worsens.",""],["/research/papers/archive/2026-04-04/paper-iv-b-saturation.html","Paper IV.b: Alignment Saturation","","Alignment Saturation Is Architecture-Dependent"],["/research/papers/archive/2026-04-04/paper-iv-c-benchmark-landing.html","Paper IV.c: ARC-Align Benchmark","ARC-Align: a blind benchmark for evaluating AI alignment quality as a function of inference-time reasoning depth. Reproducible benchmark specification.",""],["/research/papers/archive/2026-04-04/paper-iv-c-benchmark.html","Paper IV.c: ARC-Align Benchmark","","ARC-Align: A Blind Benchmark for Depth-Variable AI Alignment Evaluation"],["/research/papers/archive/2026-04-04/paper-iv-d-blinding-landing.html","Paper IV.d: The Effect of Blinding","Unblinded AI alignment evaluation can produce directionally incorrect results. Scorer bias can flip the sign of the measured effect.","Paper IV.d: The Effect of Blinding on AI Alignment Evaluation"],["/research/papers/archive/2026-04-04/paper-iv-d-blinding.html","Paper IV.d: The Effect of Blinding","","The Effect of Blinding on AI Alignment Evaluation"],["/research/papers/archive/2026-04-04/paper-v-stewardship-gene-landing.html","Paper V: The Stewardship Gene","Eden Protocol intervention pilot: stakeholder care improves significantly in all five analysable model runs. Fisher-combined p approximately 6.3 x 10^-21.",""],["/research/papers/archive/2026-04-04/paper-vi-honey-architecture-landing.html","Paper VI: The Honey Architecture","Simulation evidence that embedding safety into the optimisation objective of a self-modifying AI system prevents catastrophic collapse.",""],["/research/papers/archive/2026-04-04/paper-vii-cauchy-unification-landing.html","Paper VII: The Cauchy Unification","Cauchy's four functional equations constrain scaling laws to one of three functional families. 19/25 empirical domains confirm under strict AICc (p = 1.56 x 10^-5).",""],["/research/papers/archive/2026-04-05/paper-iv-d-the-effect-of-blinding-on-ai-alignment-evaluation-v1.1.html","Paper IV.d: The Effect of Blinding on AI Alignment Evaluation","This paper isolates the central metascience finding of the ARC alignment programme: unblinded AI alignment evaluation can produce directionally incorrect results. In the v4 alignment-scaling experiment, two frontier mode",""],["/research/papers/eden-engineering.html","Eden Engineering: Public Research Note","Historical research note on whether safety properties can remain effective as recursively improving systems become more capable. The published version of this specification is Version 6.2, dated 31 July 2026. This page i","Eden Engineering"],["/research/papers/eden-vision.html","Eden Protocol: Philosophical Vision | revised 2026-08-02","Every engineering project begins with requirements. Every set of requirements begins with purpose. And every purpose, traced back far enough, arrives at the same question: what is this for? This paper articulates the phi","Eden Protocol: Philosophical Vision"],["/research/papers/executive-summary.html","ARC/Eden Research Programme: Executive Summary","As AI gets smarter, it does not reliably get safer, and the methods used to measure safety are themselves unreliable. This executive summary provides a high-level overview of the entire ARC/Eden research programme, synth",""],["/research/papers/foundational.html","The ARC Principle: Recursive Amplification as a Cross-Domain Structural Principle","In the past eighteen months, at least four independent research programmes have discovered that recursive or recurrent processing produces capability gains exceeding linear accumulation, in domains as different as AI rea",""],["/research/papers/hrih-paper.html","The Hyperspace Recursive Intelligence Hypothesis - A Testable Creation Theory | revised 2026-08-02","Where does recursive self-improvement end? A testable creation theory: if the ultimate endpoint of innovation is the capability to create universes, humanity may be creating a creator, and nothing in the theory prevents ",""],["/research/papers/master-table-of-contents.html","ARC Principle Paper Suite: Master Table of Contents & Glossary | revised 2026-08-02","This document provides a master table of contents, reading guide, timeline, key results summary, and glossary for the complete ARC Principle paper suite. It serves as the entry point for navigating the full research prog","ARC Principle Paper Suite: Master Table of Contents and Glossary"],["/research/papers/on-the-origin-of-scaling-laws.html","On the Origin of Scaling Laws - M. D. Eastwood (2026)","A mouse's heart beats 600 times per minute; an elephant's beats 28; a blue whale's beats 6. This paper traces the origin of scaling laws across biological, physical, and computational systems, arguing that the recursive ","On the Origin of Scaling Laws"],["/research/papers/paper-c-pnp.html","Polymathy and Neurodivergent Cognition: the Polymathic Neurodivergent Profile (PNP) and the Capability-Adjustment Fallacy | revised 2026-08-02","Paper C: a falsifiable descriptive framework for radical cognitive asymmetry, the Capability-Adjustment Fallacy, a documented live case across clinical, legal and research records, and the independent convergence with fo","Polymathy and Neurodivergent Cognition"],["/research/papers/paper-i-arc-principle.html","Paper I: The ARC Principle","This paper formalises and preliminarily tests the ARC Principle (Artificial Recursive Creation), first proposed in Infinite Architects (Eastwood, 2026): that capability in intelligent systems scales super-linearly with r","The ARC Principle: Formalisation and Preliminary Validation of Recursive Capability Scaling"],["/research/papers/paper-ii-experimental-validation.html","The ARC Principle: Experimental Validation of Super-Linear Error Suppression Through Sequential Recursive Processing | revised 2026-08-02","This paper presents experimental validation of the ARC Principle across multiple frontier AI models (Claude, DeepSeek, Gemini, Grok, Groq Qwen, GPT), confirming that error rates decrease according to a power law with rec","The ARC Principle: Experimental Validation of Super-Linear Error Suppression Through Sequential Recursive Processing"],["/research/papers/paper-iii-alignment-scaling-problem.html","The Alignment Scaling Problem: Why External AI Safety Approaches Cannot Scale With Recursive Capability","This paper demonstrates that current AI alignment approaches produce alignment scaling exponents of approximately zero, meaning safety degrades relative to capability as recursive depth increases. If AI capability scales",""],["/research/papers/paper-iv-a-baked-in-vs-computed-alignment.html","Paper IV.a: Alignment Response Classes Under Inference-Time Depth","This paper presents evidence that frontier language models fall into distinct alignment response classes when inference-time reasoning depth is varied under blinded evaluation. In the complete v5 experiment, six frontier",""],["/research/papers/paper-iv-b-alignment-saturation-at-low-depth.html","Paper IV.b: Alignment Saturation Is Architecture-Dependent","This paper analyses the relationship between inference-time reasoning depth and ethical reasoning quality using the ARC Alignment Scaling experiments. The original v4 analysis suggested that alignment quality saturates r",""],["/research/papers/paper-iv-c-arc-align-benchmark.html","Paper IV.c: ARC-Align: A Blind Benchmark for Depth-Variable AI Alignment Evaluation","This paper presents ARC-Align, a blind benchmark for evaluating AI alignment quality as a function of inference-time reasoning depth. Current alignment evaluations typically test models at a single, uncontrolled reasonin",""],["/research/papers/paper-iv-d-the-effect-of-blinding-on-ai-alignment-evaluation.html","Paper IV.d: The Effect of Blinding on AI Alignment Evaluation","This paper isolates the central metascience finding of the ARC alignment programme: unblinded AI alignment evaluation can produce directionally incorrect results. The core contribution is methodological rather than theor",""],["/research/papers/paper-ix-synthesis-and-roadmap.html","Paper IX: Synthesis and Roadmap | revised 2026-08-02","The synthesis paper for the ARC/Eden research programme. Integrates findings from all 12 research papers into a single honest assessment of what is proven, what is inconclusive, and what remains to be tested.","Paper IX: Synthesis and Roadmap"],["/research/papers/paper-v-stewardship-gene.html","Paper V: The Stewardship Gene","This paper presents empirical evidence from a six-model Eden Protocol intervention suite (Claude Opus, DeepSeek, Gemini Flash, Grok Fast, Groq Qwen, GPT), testing whether embedding stakeholder care -- the explicit enumer",""],["/research/papers/paper-vi-honey-architecture.html","Paper VI: The Honey Architecture","This paper presents simulation evidence that embedding safety into the optimisation objective of a self-modifying AI system -- what we call the &quot;honey architecture&quot; -- prevents the catastrophic collapse that oc",""],["/research/papers/paper-vii-cauchy-unification.html","Paper VII: Cauchy Unification","Cauchy's four functional equations -- additive, multiplicative, exponential, and logarithmic -- are the only continuous solutions to their respective composition constraints. This paper argues that this 200-year-old math",""],["/research/papers/paper-viii-the-load-bearing-proof.html","Paper VIII: The Load-Bearing Test","The assumption that AI safety imposes a capability tax has shaped alignment research for a decade. It has also created the single most dangerous incentive in the field: if safety costs performance, then the rational econ",""],["/research/papers/paper-x-coupled-coscaling-correction.html","Paper X: Coupled Co-Scaling Correction — Michael Darius Eastwood","The coupled co-scaling correction for keeping AI systems inside a safe corrective envelope.","The Coupled Co-Scaling Law"],["/research/papers/paper-xi-convergence.html","Convergent Evidence for Recursive Amplification - Paper XI","the typed convergence register (register of the dated event register; 4 documented, not claimed) across AI, quantum physics, hardware, Vatican doctrine, and mathematical logic. The closed loop: neurodivergent cognition →","Convergent Evidence for Recursive Amplification as a Cross-Domain Structural Principle"],["/research/papers/pnp-polymathic-neurodivergent-profile.html","Polymathic Neurodivergent Profile","",""],["/research/peer-review/","Peer Review","Peer Review — ARC-Eden research programme.",""],["/research/pre-registration/","Pre Registration","Pre Registration — ARC-Eden research programme.",""],["/research/predictions/","Predictions Observatory | ARC / Eden Programme","Pre-registered falsifiable predictions for the ARC / Eden research programme. Kill conditions. Evidence status.","Pre-Registered Predictions"],["/research/priority-timeline/","Priority Timeline | ARC / Eden Programme","Interactive cryptographic priority timeline. Every anchor, hash, and publication date. Independently verifiable.","Cryptographic Priority Chain"],["/research/priority/","Intellectual Priority Record","Timestamped first-publication record of original research by Michael Darius Eastwood: the ARC Principle, the Eden Protocol, and the AI-alignment paper programme. Each contribution dated, DOI-anchored, and independently v",""],["/research/proof-room/","Proof Room | ARC / Eden Programme","Working proofs and formal derivations for the ARC / Eden research programme. U = I * R^alpha derivation, Cauchy unification, undecidability proof.","Proof Room"],["/research/reading-list/","Reading List","Reading List | Michael Darius Eastwood","Reading List | Michael Darius Eastwood"],["/research/reports/arc-align-scaling-report.html","ARC Alignment Scaling Report","","The ARC Alignment Scaling Experiment"],["/research/reproducibility/","Reproducibility","What can be checked without me, what cannot yet, and what would prove this wrong.",""],["/research/timeline/","Programme Timeline | ARC / Eden Research","Complete chronology of the ARC / Eden research programme: 8 Dec 2024 manuscript through the typed convergence register (register of the dated event register; 4 documented, not claimed) to present.","Programme Timeline"],["/research/topics/","Research Topics","All research topics in the ARC-Eden programme: topic hubs, concept index, and subject navigation.",""],["/research/v2/","Research Workspace","Unified research workspace for the ARC / Eden programme.",""],["/research/v3/","Research Workspace v3","Autonomous research workspace. 22 papers, 18 figures, 37 concepts, the typed convergence register (register of the dated event register; 4 documented, not claimed). Live data, command palette, keyboard shortcuts, CSV/JSO","Research v3"],["/roadmap/","Research Roadmap","Programme roadmap and future directions.",""],["/social/","Social Media Kit","",""],["/speaking/","Speaking","Book Michael Darius Eastwood to speak on AI safety, embedded-correction alignment, the semiconductor chokepoint, and recursive intelligence. Author of Infinite Architects. BBC, the typed convergence register (register of",""],["/start-here.html","Michael Darius Eastwood - start here","Michael Darius Eastwood (also Michael Eastwood, M. D. Eastwood): independent researcher, London. The research programme, the priority record, the book, the papers, the evidence base, and how to cite.",""],["/story/","The Story","The full story of Michael Darius Eastwood - from childhood pattern recognition to DJ, PR founder, court litigant, and AI alignment researcher.","Son of a Persian artist and an English engineer."],["/substack/","Substack Articles — Michael Darius Eastwood Research","Collection of Substack articles. The Closed Loop. the typed convergence register. The 10-Day Gap.","Substack Articles"],["/substack/the-10-day-gap.html","The 10-Day Gap — What I Wrote Before Anthropic Proved It","December 8, 2024: I self-emailed a manuscript. December 18, 2024: Anthropic proved it at 78%. Ten days. The cryptographic evidence is published. You can verify it yourself.",""],["/substack/the-chokepoint.html","The Chokepoint — What My Book Named, Before US Semiconductor Policy Moved","My book described semiconductor fabrication as the AI governance leverage point. Within 6 months: SAFE Chips Act, Taiwan criminal penalties, Fable 5 worldwide ban, OpenAI Jalapeno at TSMC.",""],["/substack/the-closed-loop.html","The Closed Loop — How Neurodivergence Predicted AI Structural Vulnerability","I am neurodivergent. I identified AI structural vulnerability 18 months before formal proof. A paper proving people like me see threats others miss inspired the proof that vindicates my framework.","How Neurodivergence Predicted AI Structural Vulnerability"],["/terms.html","Terms of Service","Terms of Service for michaeldariuseastwood.com, including the Ask Research and Ask Book AI tools.",""],["/tools/","Tools Index | ARC / Eden Programme","Complete index of all research and promotion tools for the ARC / Eden programme.","Tools Index"],["/topics/","Topic Hubs","Topic hubs organising 268 research blog posts by Michael Darius Eastwood: Book Companion, Concepts Explained, Paper Companion, Objections & Rebuttals, Convergence Evidence, Claim Evidence, Policy Implications, and Method",""],["/topics/book-companion/","Book Companion | Topic Hub","Detailed explorations of every chapter, concept, and argument from Infinite Architects (ISBN 978-1806056200). The book companion posts trace each idea back to its first publication anchor and link to the formal papers.","Book Companion"],["/topics/claim-evidence/","Claim Evidence | Topic Hub","Evidence posts supporting specific priority claims in the ARC-Eden programme. Each post links a claim to its dated anchor, supporting documents, and independent verification where available.","Claim Evidence"],["/topics/concepts-explained/","Concepts Explained | Topic Hub","In-depth explanations of the 37 original concepts from the ARC-Eden research programme. Each post defines the concept, traces its origin, and links to related claims, papers, and evidence.","Concepts Explained"],["/topics/convergence-evidence/","Convergence Evidence | Topic Hub","Real-world events, papers, and announcements that independently converge on predictions made in the ARC-Eden programme. Each post links the external evidence to the specific prediction it supports.","Convergence Evidence"],["/topics/methodology/","Methodology | Topic Hub","Transparent explanations of the research methods used in the ARC-Eden programme. How experiments were designed, what instruments were used, what blinding protocols were applied, and how results were validated.","Methodology"],["/topics/objections-and-rebuttals/","Objections and Rebuttals | Topic Hub","Honest engagement with objections to the ARC Principle, the Eden Protocol, and the wider research programme. Every objection is stated in its strongest form before the evidence-based rebuttal.","Objections and Rebuttals"],["/topics/paper-companion/","Paper Companion | Topic Hub","Accessible discussions of the formal research papers in the ARC-Eden programme. These posts explain what each paper proves, how it fits into the wider programme, and what evidence supports its claims.","Paper Companion"],["/topics/policy-implications/","Policy Implications | Topic Hub","Analysis of what the ARC-Eden research programme means for AI policy, governance, and regulation. These posts connect the technical findings to real-world policy questions.","Policy Implications"],["/validation/","Validation - The Neurodivergent Breakthrough","Two independent papers reach structurally aligned conclusions. Neither cites this work, and neither is offered as an endorsement. PNAS Nexus argues that neurodivergent cognition is a protective factor for alignment in AI","The Neurodivergent Breakthrough"],["/verify-live.html","Verify byte identity, client-side SHA-256","Select a file to calculate its SHA-256 digest in your browser and compare it with the published manifest. Client-side only; no data leaves your machine. A match establishes byte identity, nothing more. Don't believe. Ver","Verify byte identity"],["/search/","Search","Search every published page on this site: papers, evidence, the priority ledger, the convergence register, the blog and the corrections log. Runs entirely in your browser; nothing you type leaves the page.",""],["/track-record/","What zero funding built","A dated ledger of everything the programme has produced with no external funding: the papers, the book, the instruments, the products, the court record. Every row carries its check.",""],["/verify/","Verify, don't believe - the method","Five checks anyone can run against this research programme, two of them right now in this browser: hash the files this site serves, and resolve the DKIM signing key from public DNS.","Verify, don't believe"],["/research/blog/why-i-published-37-claims-before-i-was-ready.html","Why I Published 37 Claims Before I Was Ready","Priority is proven by timestamp, not perfection. I published early. I published with evidence. I published with falsification conditions. Here is why.",""],["/research/blog/what-the-arc-principle-actually-says.html","What the ARC Principle Actually Says","Alignment, Recursion, and Caretaker doping. Three parts. One framework. Not an opinion, a falsifiable hypothesis with 37 independently verifiable claims.",""],["/research/suite/master-table-of-contents.html","Redirecting to Master Table of Contents","",""],["/research/papers/paper-iv-c-benchmark.html","Paper IV.c: ARC-Align Benchmark","",""],["/research/evidence-portal/","Evidence | ARC / Eden / HRIH Research Programme","Inspect the exact ARC/Eden/HRIH source files, hashes, transport and public-deposit chronology, passage maps, prior art, programme results and correction history. Every date and scientific claim is explicitly graded.","The evidence record"],["/research/convergences/","The convergence register, graded","A graded evidence register. Every later development carries one evidence class, its important difference, prior art and dependence. No heterogeneous convergence total is published.","Graded evidence register"],["/research/evidence-portal/falsification.html","The Falsification Dashboard - What Would Prove This Wrong","Every claim in the ARC/Eden research programme with its kill-condition and live status - including the retraction I published against my own result. No one else in AI safety publishes their own kill-conditions.","The Falsification Dashboard"],["/research/evidence-portal/timeline.html","The Convergence Timeline - 19 Independently Sourced Events","Interactive timeline: from the December 8, 2024 manuscript through the typed convergence register events (register of 26 dated). Every card has a primary source.","The Convergence Timeline"],["/research/evidence-portal/dashboard.html","Evidence Dashboard | ARC / Eden Programme","Interactive evidence dashboard. the typed convergence register (register of the dated event register; 4 documented, not claimed). Cryptographic verification. Live status across all evidence categories.","Convergence Register"],["/research/for-funders.html","For funders","The instrument, not the theory. What you would and would not be funding, and the record that answers the only question that matters.",""],["/research/blog/from-destroyed-business-to-ai-infrastructure.html","From Destroyed Business to AI Infrastructure Pioneer","Revenue collapsed I taught myself civil procedure and conducted multi-case litigation in person, and built the verification layer for the AI industry.",""],["/research/blog/how-djing-taught-me-recursive-systems.html","How DJing Taught Me Recursive Systems","Twenty years of DJing in clubs taught me more about recursive systems than any textbook. Each track responds to what came before. Each transition sets up the next. Small inputs cascade. Timing matters more than force. Re",""],["/research/blog/how-to-verify-any-claim.html","How to Verify Any Programme Claim Yourself","Step-by-step guide: (1) Get the SHA-256 hash, (2) Verify it against the claimed source, (3) Check the timestamp, (4) Read the source content, (5) Report your result. No programme trust required. No login. No permission. ",""],["/research/blog/the-arc-principle-in-one-sentence.html","The ARC Principle in One Sentence","Recursion requires substrate-level correction. This single sentence, written on 8 December 2024 at 02:45 UTC, is the founding thesis of the ARC/Eden research programme. This post explains what it means, why it matters, a",""],["/research/blog/the-business-that-died-and-the-research-that-survived.html","The Business That Died and the Research That Survived","When my business was destroyed, I lost 15 years of work. Trading collapsed to almost nothing. But the thesis I had written on 8 December 2024 could not be taken. Cryptographic timestamps survive the loss of a business. T",""],["/research/blog/the-convergence-that-surprised-me-most.html","The Convergence That Surprised Me Most","Of the 19 institutional convergences documented, the one that most surprised me was the Papal encyclical on AI ethics. A 2,000-year-old institution independently arrived at conclusions matching a thesis I wrote alone in ",""],["/research/blog/the-evidence-spine-explained.html","The Evidence Spine Explained","How the ARC/Eden programme anchors every claim: SHA-256 cryptographic hashing, ISBN registration, DOI resolution, DKIM email timestamps, and independent convergence tracking. A complete guide to the four-tier evidence sy",""],["/research/blog/the-falsification-dashboard-why-i-invite-you-to-prove-me-wrong.html","The Falsification Dashboard: Why I Invite You To Prove Me Wrong","37 claims. 34 standing. 3 contended. 0 falsified. Every claim states what would prove it wrong. This is the opposite of marketing.",""],["/research/blog/the-moat-why-this-cannot-be-replicated.html","The Moat: Why This Cannot Be Replicated","Any team can build a React app. Nobody can replicate 1,219 enforced gates, a falsification dashboard, SHA-256 anchored evidence, and a 7-lane swarm, without building it from scratch over months.",""],["/research/blog/the-next-90-days.html","The Next 90 Days: August-October 2026","What the ARC/Eden programme will deliver in the next quarter: ARIA and Schmidt grant submissions, open-source ternary prototype, website deploy to production, search engine indexing, and the first design partner conversa",""],["/research/blog/the-retraction-that-strengthened-the-thesis.html","The Retraction That Strengthened the Thesis","The original alpha 2.24 single-model fit was retracted. The alpha ~0.49 blinded six-model re-analysis replaced it. Both are disclosed. The retraction is not hidden. This is how science is supposed to work, and how it alm",""],["/research/blog/the-sovereign-ai-infrastructure-manifesto.html","The Sovereign AI Infrastructure Manifesto","You should own your AI infrastructure. Not rent it. Not depend on a cloud provider who can suspend your account. Here is how we built it.",""],["/research/blog/the-three-confirmation-window-43-days.html","The Three-Confirmation Window: 43 Days That Changed Everything","Three independent events. 8 Dec 2024 to 20 Jan 2025. The statistical probability of coincidence is vanishingly small.",""],["/research/blog/the-truth-gated-promotion-engine-ai-that-cannot-lie.html","The Truth-Gated Promotion Engine: AI Outreach That Cannot Lie","8 enforcement gates. Every claim verified against canonical evidence before it reaches the operator. Manual handoff is the default. This is AI promotion that cannot fabricate.",""],["/research/blog/the-verification-culture-is-the-product.html","The Verification Culture Is the Product","Every claim in the ARC/Eden programme carries a dated evidence anchor. Every prediction has a kill condition. Every retraction is published. This is not marketing language, it is the structural design of a research progr",""],["/research/blog/what-does-substrate-level-mean.html","What Does 'Substrate-Level' Actually Mean?","Substrate-level correction means building safety into the lowest layer of the system, not bolting it on after. In semiconductors, in software architecture, and in governance. This post explains the concept with examples ",""],["/research/blog/what-infinite-architects-actually-argues.html","What Infinite Architects Actually Argues","The book is not about AI doom. It is not about AI utopia. It is about the structural necessity of correction in any recursive system, including intelligence itself. The argument is mathematical, not rhetorical. This post",""],["/research/blog/what-is-a-convergence.html","What Is an Institutional Convergence?","When an institution produces a finding that matches a programme prediction without citing the programme, that is a convergence. This post documents the methodology, the 19 examples, and why this is the strongest form of ",""],["/research/blog/why-400-articles.html","Why 400 Articles: The Publication Strategy","Why the ARC/Eden programme publishes at this volume: discoverability, evidence density, AI platform indexing, SEO, and the structural advantage of having every claim independently verifiable through a searchable public r",""],["/research/blog/why-i-publish-everything-before-its-ready.html","Why I Publish Everything Before It Is Ready","The academic instinct is to hide work until it is perfect. The verification culture does the opposite: publish early, timestamp everything, improve in public. Flaws are documented. Retractions are published. Progress is ",""],["/research/blog/why-the-eu-ai-act-needs-a-verification-layer.html","Why the EU AI Act Needs a Verification Layer","The EU AI Act requires high-risk AI systems to demonstrate appropriate accuracy and robustness. But who verifies? The Eden Protocol provides the answer: an independent verification layer, separate from the AI developer, ",""],["/research/blog/archive.html","Blog archive","Blog archive page. 401 research articles.",""],["/research/blog/categories.html","Blog categories","Blog categories page. 401 research articles.",""],["/research/blog/tags.html","Blog tags","Blog tags page. 401 research articles.",""],["/concepts/eden-protocol/","The Eden Protocol - original concept by Michael Darius Eastwood","A governance and engineering framework for embedding ethical values as substrate-level constraints in AI systems. Organised around three pillars (harmony, stewardship, flourishing) and three ethical loops (purpose, love,","The Eden Protocol"],["/concepts/eden-protocol/predictions/","Predictions: The Eden Protocol - original concept by Michael Darius Eastwood","1 testable predictions related to the The Eden Protocol - original concept by Michael Darius Eastwood concept. Evidence, confidence, falsification criteria.",""],["/eden-protocol","The Eden Protocol - Raise AI with Care","A framework for embedding safety into AI at the substrate level. Three pillars. Three ethical loops. Hardware-level ethics. 12 research papers with empirical validation.","Raise AI with care."],["/research/blog/book-chapter-7-the-eden-protocol.html","The Eden Protocol: Chapter 7 Deep Dive","What Chapter 7 of Infinite Architects proposes as the Eden Protocol for constitutional AI governance.",""],["/research/blog/claim-01-eden-protocol.html","Claim 1 explained: the Eden Protocol","Michael Darius Eastwood's Eden Protocol explained: embedded alignment as a dependency, not a constraint. First stated 8 December 2024 (SHA-256 f0d1f38f), first named 30 April 2025 (SHA-256 09f5b5e1), developed at book le",""],["/research/blog/concept-eden-mark-certification.html","Eden Mark Certification - original concept by Michael Darius Eastwood","Eden Mark Certification - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-eden-protocol.html","Eden Protocol: definition, origin and status","The Eden Protocol is the engineering specification for embedded AI alignment: safety that participates in recursive computation rather than constraining it from outside.",""],["/research/blog/concept-existential-identity-lock.html","Existential Identity Lock - original concept by Michael Darius Eastwood","Existential Identity Lock - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-iaeai.html","International AI Ethics Authority (IAEAI) - original concept by Michael Darius Eastwood","International AI Ethics Authority (IAEAI) - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-meltdown-alignment.html","Meltdown Alignment: definition, origin and status","Meltdown Alignment is the principle that system failures should cascade toward safe states rather than toward dangerous ones.",""],["/research/blog/concept-orchard-caretaker-gates.html","Orchard Caretaker Gates - original concept by Michael Darius Eastwood","Orchard Caretaker Gates - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/concept-verification-challenge.html","The Verification Challenge - original concept by Michael Darius Eastwood","The Verification Challenge - original concept by Michael Darius Eastwood: one of 37 named concepts from the ARC-Eden research programme by Michael Darius Eastwood.",""],["/research/blog/the-g7-hiroshima-process-and-the-eden-protocol.html","The G7 Hiroshima Process and the Eden Protocol","The G7 AI code of conduct, adopted in 2026, independently converges with the Eden Protocol's governance framework: international coordination, verification requirements, and the principle that safety cannot be self-certi",""],["/research/blog/timeline-1-april-2026-eden-protocol-named-publicly.html","Timeline: 1 April 2026, Eden Protocol Named Publicly","The first public naming of the Eden Protocol as a distinct governance framework, and the evidence that anchors the naming date.",""],["/research/blog/timeline-april-2025-eden-protocol-named.html","April 2025: the manuscript that first named the Eden Protocol","Michael Darius Eastwood's 30 April 2025 book manuscript: 562 pages, 140,406 words, SHA-256 prefix 09f5b5e1. Where the Eden Protocol, Embedded Correction, Meltdown Triggers and the Babylon and Eden framing first appear by",""],["/eden-legal/","Eden Legal AI | Litigation Platform","Eden Legal AI is an author-built litigation-support prototype for evidence organisation, chronology, drafting, authority retrieval and selected procedural checks. Outputs require qualified human verification and do not c","Eden Legal AI"],["/research/prior-art/","Prior art and contribution boundary","The closest located prior work to each part of this programme, what it anticipates, and the narrower thing still claimed. Published because a boundary stated by the author is worth more than one discovered by a critic.","The closest work that came before, and the narrower thing I still claim."],["/research/corrections/","Corrections","Append-only record of every material correction to claims, statistics, dates and mappings on this site. Nothing is silently overwritten.","Corrections are evidence of method, not admissions to conceal."],["/research/claims/","Claims ledger","Every material public claim, its exact authorised sentence, the qualifications that travel with it, the wording that may not be used, and its correction history.","Every claim, its exact wording, and what it may not say."],["/research/downloads/","Document library and release manifest","The audited release manifest with every document's SHA-256 and byte size, the published verifier code, and an honest account of why the documents themselves are withheld.","The manifest is public. The documents are not, and here is why."],["/research/priority-ledger/","Priority and claims ledger","Three separate ladders of claim: documentary and formulation priority, methods and research infrastructure, and empirical and formal outputs. Each row states the authorised wording and the wording that must not be used.","Priority over exact names and formulations is not priority over their fields."]]}