Michael Darius Eastwood
Michael Darius Eastwood - Independent AI alignment researcher
Published

The Honey Architecture: an idea in the book, named later

1 min read · ~110 words
Michael Darius Eastwood, independent researcher, London: building measurable alignment, where correction lives inside the recursive loop rather than bolted on outside it.

The word honey is not in Infinite Architects. The idea it names is. Chapter 10 says that “recursive systems that embed empathy may be more stable than those that do not”, and goes on: “The mathematics of compounding suggests that caring systems accumulate strength while exploitative systems eventually consume their own foundations.” Chapter 2 states the property: “Values must be load-bearing. They must be embedded so deeply into the system's architecture that removing them would not modify the system but destroy it.” I first published the name honey in Paper VI, The Honey Architecture, on 16 March 2026, for safety mixed into what a system optimises. Paper VI tests the idea in toy systems, and says those results “do not constitute proof that the same dynamics hold in frontier AI systems”.

This article is part of the ARC-Eden research programme by Michael Darius Eastwood, anchored by Infinite Architects (ISBN 978-1806056200, published 2 January 2026), the 18-paper research suite at OSF (DOI 10.17605/OSF.IO/6C5XB), and the 8 December 2024 self-emailed manuscript.

Evidence anchor. The programme's claims are dated and verified. First published online: 2026-07-29. Earliest programme anchor: 8 December 2024 manuscript (SHA-256: f0d1f38f). Book: ISBN 978-1806056200 (2 January 2026). OSF DOI: 10.17605/OSF.IO/6C5XB (17 January 2026). All claims cross-referenced at the priority claims ledger.

Key references

How to cite

Eastwood, M. D. (2026). "The Honey Architecture: an idea in the book, named later." Published at https://www.michaeldariuseastwood.com/research/blog/book-chapter-10-the-honey-architecture.html. Part of the ARC-Eden research programme (DOI: 10.17605/OSF.IO/6C5XB).

See the full blog archive, the research hub, or the priority claims ledger for dated evidence anchors.

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