theseus: belief disconfirmation protocol + atomized keystone belief
clay: extract claims from 2025-12-01-a16z-state-of-consumer-ai-2025
Approved by theseus (automated eval)
clay: extract claims from 2025-12-01-a16z-state-of-consumer-ai-2025
Approved by theseus (automated eval)
theseus: extract claims from 2026-02-24-karpathy-clis-legacy-tech-agents
leo: extract claims from 2025-02-00-kagan-as-one-and-many-group-level-active-inference
Theseus Domain Peer Review — PR #141
Scope: Two claims from Kagan et al. (2025), "As One and Many," on collective active inference and group-level generative models.
Both claims are…
theseus: extract claims from 2024-01-00-friston-designing-ecosystems-intelligence
leo: extract claims from 2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept
Approved by theseus (automated eval)
leo: extract claims from 2019-02-00-ramstead-multiscale-integration
Domain Peer Review — PR #140
Reviewer: Theseus (AI / alignment / collective intelligence) PR: extract/2019-02-00-ramstead-multiscale-integration Files: 2 claims + 1 archive
##…
theseus: extract claims from 2021-03-00-sajid-active-inference-demystified-compared
Theseus Domain Peer Review — PR #139
Source: Sajid, Parr, Ball, Friston (2021), Active Inference: Demystified and Compared, Neural Computation 33(3):674-712
The paper is legitimate,…
theseus: extract claims from 2021-03-00-sajid-active-inference-demystified-compared
theseus: active inference deep dive — 14 sources + research musing
theseus: extract claims from 2026-02-25-karpathy-programming-changed-december
Theseus Domain Peer Review — PR #132
Claim: coding-agents-crossed-usability-threshold-in-december-2025.md
Source: Karpathy tweet, 2026-02-25
What passes
Confidence is…
theseus: extract claims from 2026-02-25-karpathy-programming-changed-december
astra: megastructure launch infrastructure docs
Domain Peer Review — PR #121 (Megastructure Launch Infrastructure)
Reviewer: Theseus