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Author SHA1 Message Date
m3taversal
b56657d334 rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch
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- 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>
 2026-04-05 19:39:04 +01:00
m3taversal
fc25ac9f16 theseus: Agentic Taylorism research sprint — 4 NEW claims + 3 enrichments
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4 NEW claims (ai-alignment + collective-intelligence):
- Agent Skills as industrial knowledge codification infrastructure
- Macro-productivity null despite micro-level gains (371-estimate meta-analysis)
- Concentration vs distribution fork depends on infrastructure openness
- Knowledge codification structurally loses metis (alignment-relevant dimension)

3 enrichments:
- Agentic Taylorism + SKILL.md as Taylor's instruction card
- Inverted-U + aggregate null result evidence
- Automation-atrophy + creativity decline meta-analysis

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-04 15:54:46 +01:00
m3taversal
9c8154825b leo: extract 9 attractor basin claims to grand-strategy domain
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- What: 9 civilizational attractor state claims moved from musings to KB
  - 5 negative basins: Molochian Exhaustion, Authoritarian Lock-in, Epistemic Collapse, Digital Feudalism, Comfortable Stagnation
  - 2 positive basins: Coordination-Enabled Abundance, Post-Scarcity Multiplanetary
  - 1 framework claim: civilizational basins share formal properties with industry attractors
  - 1 original insight: Agentic Taylorism (m3ta)
- Why: Approved by m3ta. Maps civilization-scale attractor landscape. Validates coordination capacity as keystone variable.
- Connections: depends on existing KB claims on coordination failures, Ostrom, futarchy, AI displacement, epidemiological transition

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-04 13:19:47 +01:00