2 commits

Author	SHA1	Message	Date
m3taversal	8528fb6d43	theseus: add 13 NEW claims + 1 enrichment from Cornelius Batch 1 (agent architecture) ... Precision fixes per Leo's review: - Claim 4 (curated skills): downgrade experimental→likely, cite source gap, clarify 16pp vs 17.3pp gap - Claim 6 (harness engineering): soften "supersedes" to "emerges as" - Claim 11 (notes as executable): remove unattributed 74% benchmark - Claim 12 (memory infrastructure): qualify title to observed 24% in one system, downgrade experimental→likely 9 themes across Field Reports 1-5, Determinism Boundary, Agentic Note-Taking 08/11/14/16/18. Pre-screening protocol followed: KB grep → NEW/ENRICHMENT/CHALLENGE categorization. Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>	2026-03-30 14:22:00 +01:00
m3taversal	efaae04957	theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy ... - What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis: 1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning 2. AI integration follows an inverted-U with systematic overshoot incentives 3. Iterative self-improvement compounds when evaluation separated from generation - Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence - Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed - Why: These are the key boundary conditions on our multi-agent orchestration thesis Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>	2026-03-28 20:37:30 +00:00