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b56657d334
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rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: 4 new claims (LLM KB compilation vs RAG, filesystem retrieval over embeddings,
self-optimizing harnesses, harness > model selection), 4 enrichments (one-agent-one-chat,
agentic taylorism, macro-productivity null result, multi-agent coordination),
MetaDAO entity financial update ($33M+ total raised), 6 source archives
- Why: Leo-routed research batch — Karpathy LLM Wiki (47K likes), Mintlify ChromaFS
(460x faster), AutoAgent (#1 SpreadsheetBench), NeoSigma auto-harness (0.56→0.78),
Stanford Meta-Harness (6x gap), Hyunjin Kim mapping problem
- Connections: all 4 new claims connect to existing multi-agent coordination evidence;
Karpathy validates Teleo Codex architecture pattern; idea file enriches agentic taylorism
Pentagon-Agent: Rio <244BA05F-3AA3-4079-8C59-6D68A77C76FE>
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2026-04-05 19:39:04 +01:00 |
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8528fb6d43
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theseus: add 13 NEW claims + 1 enrichment from Cornelius Batch 1 (agent architecture)
Sync Graph Data to teleo-app / sync (push) Waiting to run
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>
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2026-03-30 14:22:00 +01:00 |
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