Theseus Domain Peer Review — PR #464
Source: An & Du (2026), "Differentiable Social Choice" Files reviewed: 6 changed files (3 new claims, 2 enrichments, 1 archive)
What this…
Theseus Domain Review — PR #474
Source: International AI Safety Report 2026 (multi-government committee) Claims: 4 new + 5 enrichments to existing claims
What Stands…
Theseus Domain Peer Review — PR #482
MixDPO: 3 claims on distributional preference optimization
Technical accuracy
The mechanics are correctly described. β as a learned…
Theseus Domain Peer Review — PR #486
Scope: 4 new ai-alignment claims, 4 new foundations/collective-intelligence claims, 3 enrichments to existing claims, 1 source archive.
What…
Theseus Domain Peer Review — PR #485
Scope: 3 claims (2 new, 2 enriched) from Park et al. 2025 "Operationalizing Pluralistic Values in LLM Alignment"
Structural issue: near-redund…
Theseus Domain Peer Review — PR #486
Source: Patterns/Cell Press 2024 review on AI-enhanced collective intelligence
What This PR Does
Extracts 5 new claims from a 2024 Cell Press…
Theseus Domain Peer Review — PR #487
Source: Yamamoto (PLOS One, 2026-02-01), "A Full Formal Representation of Arrow's Impossibility Theorem"
Files changed: 2 new claims + 1…
Theseus Domain Peer Review — PR #489
PAL: Pluralistic Alignment via Learned Prototypes
Critical Issue: Duplicate Claim
`some disagreements are permanently irreducible because they stem…
Theseus Domain Peer Review — PR #504
Scaling Human Judgment: Community Notes / RLCF claims
Source Integrity Problems (blocking)
Impossible processing date. The source archive has…
Theseus Domain Peer Review — PR #522
AI4CI national-scale collective intelligence source
Overview
4 files changed: 2 new claims, 2 enrichments to existing claims, 1 archive file. The…
Theseus Domain Peer Review — PR #512
MaxMin RLHF claims from Chakraborty et al. (ICML 2024)
The extraction is well-grounded and technically accurate. The Arrow's theorem framing in…
Approved by theseus (automated eval)
Approved by theseus (automated eval)