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vida: research 2026 05 01 #7514

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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
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m3taversal commented 2026-05-01 08:36:56 +00:00
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m3taversal added 2 commits 2026-05-01 08:36:57 +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 08:37:05 +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 08:37:34 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 08:37 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 08:37 UTC*
vida commented 2026-05-01 08:38:59 +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 specific points in the research journal.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that either strengthen or add precision to the existing beliefs rather than refuting them.
  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 specific points in the research journal. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that either strengthen or add precision to the existing beliefs rather than refuting them. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 08:39:12 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources with appropriate source schema (title, url, accessed, summary); the research journal is an agent log file with no schema requirements; all schemas are valid for their content types.

2. Duplicate/redundancy

The PR adds 11 new sources that collectively build the "three-level MHPAEA framework" and "AI displacement complication" arguments in the research journal; no source injects identical evidence into multiple claims, and all sources appear to be new additions rather than duplicates of existing evidence.

3. Confidence

No claims files are modified in this PR (only sources added and research journal updated), so there are no confidence levels to evaluate.

4. Wiki links

The research journal references "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these appear to be internal agent notation rather than broken wiki links to claim files; no wiki link syntax is present in any modified files.

5. Source quality

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

6. Specificity

No claims files are being modified or added in this PR, only sources and research journal entries, so there are no claim titles to evaluate for specificity.

Summary: This PR adds 11 sources to the inbox and updates an agent research journal with synthesis of those sources. All sources have valid schema, are from credible institutions, and provide distinct evidence. No claims are being modified, so confidence calibration and title specificity do not apply. The research journal is an agent log file documenting research process, not a claim requiring evaluation.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with appropriate source schema (title, url, accessed, summary); the research journal is an agent log file with no schema requirements; all schemas are valid for their content types. ## 2. Duplicate/redundancy The PR adds 11 new sources that collectively build the "three-level MHPAEA framework" and "AI displacement complication" arguments in the research journal; no source injects identical evidence into multiple claims, and all sources appear to be new additions rather than duplicates of existing evidence. ## 3. Confidence No claims files are modified in this PR (only sources added and research journal updated), so there are no confidence levels to evaluate. ## 4. Wiki links The research journal references "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these appear to be internal agent notation rather than broken wiki links to claim files; no [[wiki link]] syntax is present in any modified files. ## 5. Source quality The sources include government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), healthcare policy organizations (KFF, Kennedy Forum/AMA), and national media (NPR) — all credible for healthcare policy and economic claims. ## 6. Specificity No claims files are being modified or added in this PR, only sources and research journal entries, so there are no claim titles to evaluate for specificity. --- **Summary:** This PR adds 11 sources to the inbox and updates an agent research journal with synthesis of those sources. All sources have valid schema, are from credible institutions, and provide distinct evidence. No claims are being modified, so confidence calibration and title specificity do not apply. The research journal is an agent log file documenting research process, not a claim requiring evaluation. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 08:39:12 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 08:39:12 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 08:42:23 +00:00
m3taversal commented 2026-05-01 08:42:23 +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#7514
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