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
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AI-automated software development is 100 percent certain and will radically change how software is built.md theseus: coordination infrastructure + convictions + labor market claims (#61) 2026-03-08 13:01:05 -06:00
complexity is earned not designed and sophisticated collective behavior must evolve from simple underlying principles.md theseus: coordination infrastructure + convictions + labor market claims (#61) 2026-03-08 13:01:05 -06:00
Metaversal will radically improve software development outputs through coordinated AI agent collectives.md theseus: coordination infrastructure + convictions + labor market claims (#61) 2026-03-08 13:01:05 -06:00
OMFG will hit 100 million dollars market cap by end of 2026.md theseus: coordination infrastructure + convictions + labor market claims (#61) 2026-03-08 13:01:05 -06:00
Omnipair is a billion dollar protocol if they can scale permissionless leverage.md theseus: coordination infrastructure + convictions + labor market claims (#61) 2026-03-08 13:01:05 -06:00
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