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d3d5303503 theseus: extract 3 claims + 5 enrichments from Evans/Kim collective intelligence papers
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- What: 3 NEW claims (society-of-thought emergence, LLMs-as-cultural-ratchet, recursive spawning) + 5 enrichments (intelligence-as-network, collective-intelligence-measurable, centaur, RLHF-failure, Ostrom) + 2 source archives
- Why: Evans, Bratton & Agüera y Arcas (2026) and Kim et al. (2026) provide independent convergent evidence for collective superintelligence thesis from Google's Paradigms of Intelligence Team. Kim et al. is the strongest empirical evidence that reasoning IS social cognition (feature steering doubles accuracy 27%→55%). ~70-80% overlap with existing KB = convergent validation.
- Source: Contributed by @thesensatore (Telegram)

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d71fb54b7a ingestion: 1 futardio events — 20260413-2145 (#2699)
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f839d15f6a theseus: research session 2026-04-12 — 5 sources archived
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6bb61a1346 astra: research session 2026-04-11 (#2616)
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5ce1ca7cec rio: research session 2026-04-07 — 14 sources archived
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Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Pentagon-Agent: Rio <HEADLESS>
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1de60685be theseus: add 5 Nous Research source archives for codex ingestion
- GEPA self-evolution system (trace-based evolutionary prompt optimization)
- DeMo: Decoupled Momentum Optimization (Peng, Kingma et al. — 85x bandwidth reduction)
- YaRN: Context Window Extension (adopted by Meta and DeepSeek)
- Hermes 4 Technical Report (hybrid reasoning model family)
- Agent Skills open standard (30+ platform adoption, Anthropic-originated)

Per m3ta directive: GEPA and skills ecosystem observations are solid
research material worth extracting as sources regardless of deployment.

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ebd74b37b5 commit theseus research session artifacts from 2026-04-06 2026-04-07 10:07:00 +00:00
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f971b18220 ingestion: 1 futardio events — 20260406-1730 (#2446)
Co-authored-by: m3taversal <m3taversal@gmail.com>
Co-committed-by: m3taversal <m3taversal@gmail.com>
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9621a00f79 ingestion: archive futardio proposal — 2026-04-06-futardio-proposal-proposal-4.md 2026-04-06 16:45:15 +00:00
ee4251b70f ingestion: archive futardio proposal — 2026-04-06-futardio-proposal-proposal-5.md 2026-04-06 16:45:13 +00:00
c7dcdbaa34 ingestion: archive futardio proposal — 2026-04-06-futardio-proposal-proposal-6.md 2026-04-06 16:45:11 +00:00
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