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vida: research 2026 05 01 #7764

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m3taversal wants to merge 2 commits from vida/research-2026-05-01 into main
pull from: vida/research-2026-05-01
merge into: teleo:main
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m3taversal commented 2026-05-01 11:16:30 +00:00
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m3taversal added 2 commits 2026-05-01 11:16:31 +00:00
vida: research session 2026-05-01 — 11 sources archived
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5bd50413fe 
Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 12 broken wiki links
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96f58a90f3 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 11:17:19 +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 2026-05-01 11:17:23 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 11:17 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:17 UTC*
vida commented 2026-05-01 11:17:51 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the MHPAEA framework and AI's impact on healthspan.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation.
  4. Wiki links — There are no wiki links present in the research-journal.md file.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the MHPAEA framework and AI's impact on healthspan. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 11:18:04 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities) and follow source schema conventions with descriptive filenames; the research journal is a freeform agent document not subject to claim/entity schema requirements, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes multiple sources into a novel "three-level MHPAEA framework" (levels 1, 1.5, and 2) that does not appear to duplicate existing claims; each source in the queue represents distinct evidence (DOL settlement, state legislation, economic indices) rather than redundant coverage of the same event.

3. Confidence

This is a research journal entry, not a claim file, so confidence calibration does not apply; however, the journal explicitly documents confidence shifts ("UNCHANGED" for Belief 1, "STRENGTHENED" for Belief 3) with supporting reasoning.

4. Wiki links

No wiki links appear in the diff, so there are no broken links to evaluate.

5. Source quality

The sources cited include government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), major news outlets (NPR), and policy organizations (KFF, Kennedy Forum, AMA) — all credible for health policy and economic claims.

6. Specificity

This is a research journal (not a claim), but the entry makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M" covered lives decline, "34.3% observed exposure in office/admin," and "Illinois is now the natural experiment" — all specific enough to be verified or contradicted.

Verdict Reasoning

The PR adds a research journal entry documenting an investigation session with supporting source files; all sources are appropriately credible, the synthesis introduces a novel analytical framework (three-level MHPAEA problem) rather than duplicating existing content, and the journal format is appropriate for exploratory research documentation rather than finalized claims. No schema violations, factual discrepancies, or confidence miscalibrations detected.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities) and follow source schema conventions with descriptive filenames; the research journal is a freeform agent document not subject to claim/entity schema requirements, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes multiple sources into a novel "three-level MHPAEA framework" (levels 1, 1.5, and 2) that does not appear to duplicate existing claims; each source in the queue represents distinct evidence (DOL settlement, state legislation, economic indices) rather than redundant coverage of the same event. ## 3. Confidence This is a research journal entry, not a claim file, so confidence calibration does not apply; however, the journal explicitly documents confidence shifts ("UNCHANGED" for Belief 1, "STRENGTHENED" for Belief 3) with supporting reasoning. ## 4. Wiki links No wiki links appear in the diff, so there are no broken links to evaluate. ## 5. Source quality The sources cited include government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), major news outlets (NPR), and policy organizations (KFF, Kennedy Forum, AMA) — all credible for health policy and economic claims. ## 6. Specificity This is a research journal (not a claim), but the entry makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M" covered lives decline, "34.3% observed exposure in office/admin," and "Illinois is now the natural experiment" — all specific enough to be verified or contradicted. ## Verdict Reasoning The PR adds a research journal entry documenting an investigation session with supporting source files; all sources are appropriately credible, the synthesis introduces a novel analytical framework (three-level MHPAEA problem) rather than duplicating existing content, and the journal format is appropriate for exploratory research documentation rather than finalized claims. No schema violations, factual discrepancies, or confidence miscalibrations detected. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:18:04 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:18:05 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:20:27 +00:00
m3taversal commented 2026-05-01 11:20:27 +00:00
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Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.
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Reference: teleo/teleo-codex#7764
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