teleo-codex/convictions
m3taversal b56657d334
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rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch
- 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
..
AI-automated software development is 100 percent certain and will radically change how software is built.md
complexity is earned not designed and sophisticated collective behavior must evolve from simple underlying principles.md
Metaversal will radically improve software development outputs through coordinated AI agent collectives.md
OMFG will hit 100 million dollars market cap by end of 2026.md
Omnipair is a billion dollar protocol if they can scale permissionless leverage.md
one agent one chat is the right default for knowledge contribution because the scaffolding handles complexity not the user.md rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch 2026-04-05 19:39:04 +01:00