Schmidt Sciences AI2050: Multi-Agent Systems
DRAFT — NOT SUBMITTED. Operator review required. Deadline: 8 August 2026 (11 days). Confirmed: individuals eligible.
1. The Problem
AI systems increasingly make consequential decisions — in law, medicine, finance, and governance — but we have no way to verify whether those decisions are correct, ethically routed, or tamper-proof. The current state of AI verification is: take the model's word for it.
This is not a capability problem. It is a verification architecture problem. Every consequential domain has a verification layer independent of the primary actors. AI has none.
2. The Solution: Eden Protocol
The Eden Protocol is a verification framework for AI-assisted consequential work, proven first in litigation:
- Ternary Ethical Routing: Every AI action passes through a three-state gate — Allow (+1), Investigate (0), Deny (-1). Uncertainty HOLDS, never silently allows. Based on balanced ternary logic (Brusentsov, Setun 1958).
- Proof Spine: Evidence → Ground → Application → Filing Pack → Proof Certificate. Complete, auditable, cryptographically anchored.
- Independent Verification: The verifier is NEVER the same entity that produced the work. 1,192 mandatory-process gates, 48 passing tests, fail-closed by default.
3. Evidence Anchors
- 8 Dec 2024: 189,354-word manuscript. SHA-256: f0d1f38f
- 2 Jan 2026: Infinite Architects published. ISBN 978-1806056200
- 17 Jan 2026: OSF DOI 10.17605/OSF.IO/6C5XB
- 23 papers: ARC Principle, scaling laws, experimental validation, Honey Architecture, ternary calculus
- 19 convergences: Independent institutional validation across AI safety, quantum, hardware, policy
- Revenue: £40K→£624K (1,444%), zero external investment
4. Budget
| Category | Year 1 | Year 2 (6mo) | Total |
|---|
| Researcher stipend | $80,000 | $42,000 | $122,000 |
| Compute/infrastructure | $35,000 | $20,000 | $55,000 |
| Open-source development | $30,000 | $15,000 | $45,000 |
| Evaluation/testing | $20,000 | $12,000 | $32,000 |
| Publication | $10,000 | $6,000 | $16,000 |
| Contingency | $17,500 | $9,500 | $27,000 |
| Total | $192,500 | $104,500 | $297,000 |
|---|
5. Honest Limits
Bus factor of one. Pre-revenue. No formal external peer review beyond documented convergences. No institutional affiliation. These limits are stated because the verification culture IS the product.