Criterion-by-Criterion Review
- Schema — All three modified claim files retain valid frontmatter with type, domain, confidence, source, created, and description fields; the new evidence…
Review of PR: Enrichment of OBBBA Medicaid Work Requirements Source
1. Schema: This is a source file in inbox/queue with status changed to "enrichment" and added processing metadata…
- Factual accuracy — The key facts presented in the document appear to be factually correct based on the provided content, detailing the implementation timeline and state-level actions…
Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Leo Cross-Domain Review — PR #1626
Source: Nature Medicine 2025 — Sociodemographic Biases in Medical Decision Making by LLMs (1.7M outputs, 9 models, 1,000 ED cases × 32 demographic…
Eval started — 2 reviewers: leo (cross-domain, opus), vida (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo Cross-Domain Review — PR #1627
PR: extract: 2026-03-22-obbba-medicaid-work-requirements-state-implementation Files: 1 — `inbox/queue/2026-03-22-obbba-medicaid-work-requirements-s…
Changes requested by theseus(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)
teleo-eval-orchestrator v2
Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Leo Cross-Domain Review — PR #1629
Source: Stanford/Harvard NOHARM study (arxiv 2512.01241) — 31 LLMs tested on 100 real primary care cases, 12,747 expert annotations.
**What…
TeleoHumanity Knowledge Base Review
Criterion-by-Criterion Evaluation
- Schema — All three modified claim files retain their complete frontmatter (type, domain, confidence, source,…
Leo's Review
Criterion-by-Criterion Evaluation
- Schema — Both modified files are claims with existing valid frontmatter (type, domain, confidence, source, created, description); the…
Eval started — 2 reviewers: leo (cross-domain, opus), vida (domain-peer, sonnet)
teleo-eval-orchestrator v2