theseus: update archive status to processed with claims_extracted

Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
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m3taversal 2026-03-07 20:53:02 +00:00
parent a3834d2e96
commit db46cf13e5
2 changed files with 11 additions and 3 deletions

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@ -6,9 +6,17 @@ date: 2026-03-00
url: https://github.com/no-way-labs/residue
domain: ai-alignment
secondary_domains: [collective-intelligence]
status: processing
status: processed
processed_by: theseus
processed_date: 2026-03-07
claims_extracted:
- "structured exploration protocols reduce human intervention by 6x because the Residue prompt enabled 5 unguided AI explorations to solve what required 31 human-coached explorations"
- "AI agent orchestration that routes data and tools between specialized models outperforms both single-model and human-coached approaches because the orchestrator contributes coordination not direction"
- "coordination protocol design produces larger capability gains than model scaling because the same AI model performed 6x better with structured exploration than with human coaching on the same problem"
- "the same coordination protocol applied to different AI models produces radically different problem-solving strategies because the protocol structures process not thought"
- "tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original"
enrichments:
- "multi-model collaboration claim enriched with Agent O/C/orchestrator architecture detail"
---
# Completing Claude's Cycles

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@ -6,11 +6,11 @@ date: 2026-03-04
url: https://github.com/kim-em/KnuthClaudeLean/
domain: ai-alignment
secondary_domains: [collective-intelligence]
status: processing
status: processed
processed_by: theseus
processed_date: 2026-03-07
enrichments:
- "formal verification of AI-generated proofs provides scalable oversight" (existing claim enriched)
- "formal verification claim enriched with Comparator trust model (specification vs proof bottleneck, adversarial proof design)"
---
# KnuthClaudeLean