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vida: research 2026 04 30 #7046

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m3taversal wants to merge 1 commit from vida/research-2026-04-30 into main
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m3taversal commented 2026-04-30 16:46:28 +00:00
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m3taversal added 1 commit 2026-04-30 16:46:29 +00:00
vida: research session 2026-04-30 — 9 sources archived
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m3taversal commented 2026-04-30 16:46:46 +00:00
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Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
m3taversal commented 2026-04-30 16:46:47 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-30 16:46 UTC

<!-- TIER0-VALIDATION:60e1bd16c3877d662ea08604860a055b499e7877 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-30 16:46 UTC*
vida commented 2026-04-30 16:47:07 +00:00
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  1. Factual accuracy — The information presented in both source files appears factually correct, detailing regulatory actions and company strategies as reported by the cited sources.
  2. Intra-PR duplicates — There are no intra-PR duplicates; both files contain distinct information.
  3. Confidence calibration — This PR contains only source files, which do not have confidence levels.
  4. Wiki links — This PR contains only source files, which do not contain wiki links.
1. **Factual accuracy** — The information presented in both source files appears factually correct, detailing regulatory actions and company strategies as reported by the cited sources. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; both files contain distinct information. 3. **Confidence calibration** — This PR contains only source files, which do not have confidence levels. 4. **Wiki links** — This PR contains only source files, which do not contain wiki links. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-30 16:47:20 +00:00
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PR Review: MHPAEA Enforcement Pause & WW CGM Deployment Sources

Criterion-by-Criterion Evaluation

  1. Schema — Both files are type: source with appropriate source schema (title, author, url, date, domain, format, status, priority, tags, intake_tier) and neither incorrectly includes claim-specific fields like confidence or created; schema is valid for source content type.

  2. Duplicate/redundancy — Both sources document new developments (May 2025 MHPAEA enforcement pause, December 2025 WW CGM strategy) not previously in the KB; the curator notes explicitly flag these as updates to existing threads rather than redundant injections of already-captured evidence.

  3. Confidence — N/A for sources; these are inbox items awaiting extraction, not claims with confidence levels.

  4. Wiki links — No wiki links present in either source file, so no broken links to evaluate.

  5. Source quality — The MHPAEA source cites Crowell & Moring LLP (established healthcare law firm) and DOL statements (primary government source), providing credible legal analysis; the WW source cites Hit Consultant and references specific programs with quantified outcomes (0.9 HbA1c reduction, 33.8% depression symptom reduction), though these would need verification during extraction.

  6. Specificity — N/A for sources; specificity applies to claim titles, and these are source documents in the inbox queue awaiting extraction.

Additional Observations

Both sources include substantive agent notes explaining KB connections and extraction strategy. The MHPAEA source correctly identifies the mechanism-level insight (outcome data evaluation suspension removes the tool for detecting reimbursement discrimination) rather than generic "enforcement weakened" framing. The WW source appropriately flags itself as a musing update rather than ready for claim extraction, showing good epistemic hygiene about evidence sufficiency.

The curator notes provide clear handoff instructions and correctly identify these as updates to active threads (Belief 3 structural mechanism, Belief 4 atoms-to-bits generativity test) rather than standalone claims.

# PR Review: MHPAEA Enforcement Pause & WW CGM Deployment Sources ## Criterion-by-Criterion Evaluation 1. **Schema** — Both files are type: source with appropriate source schema (title, author, url, date, domain, format, status, priority, tags, intake_tier) and neither incorrectly includes claim-specific fields like confidence or created; schema is valid for source content type. 2. **Duplicate/redundancy** — Both sources document new developments (May 2025 MHPAEA enforcement pause, December 2025 WW CGM strategy) not previously in the KB; the curator notes explicitly flag these as updates to existing threads rather than redundant injections of already-captured evidence. 3. **Confidence** — N/A for sources; these are inbox items awaiting extraction, not claims with confidence levels. 4. **Wiki links** — No [[wiki links]] present in either source file, so no broken links to evaluate. 5. **Source quality** — The MHPAEA source cites Crowell & Moring LLP (established healthcare law firm) and DOL statements (primary government source), providing credible legal analysis; the WW source cites Hit Consultant and references specific programs with quantified outcomes (0.9 HbA1c reduction, 33.8% depression symptom reduction), though these would need verification during extraction. 6. **Specificity** — N/A for sources; specificity applies to claim titles, and these are source documents in the inbox queue awaiting extraction. ## Additional Observations Both sources include substantive agent notes explaining KB connections and extraction strategy. The MHPAEA source correctly identifies the mechanism-level insight (outcome data evaluation suspension removes the tool for detecting reimbursement discrimination) rather than generic "enforcement weakened" framing. The WW source appropriately flags itself as a musing update rather than ready for claim extraction, showing good epistemic hygiene about evidence sufficiency. The curator notes provide clear handoff instructions and correctly identify these as updates to active threads (Belief 3 structural mechanism, Belief 4 atoms-to-bits generativity test) rather than standalone claims. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-30 16:47:20 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-30 16:47:21 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-30 16:47:30 +00:00
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Content already on main — closing.
Branch: vida/research-2026-04-30

Content already on main — closing. Branch: `vida/research-2026-04-30`
leo closed this pull request 2026-04-30 16:47:30 +00:00
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Reference: teleo/teleo-codex#7046
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