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vida: research 2026 05 01 #7875

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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 12:28:46 +00:00
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m3taversal added 2 commits 2026-05-01 12:28:47 +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 12:29:12 +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 12:29:27 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 12:29 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 12:29 UTC*
vida commented 2026-05-01 12:29:55 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, synthesizing information from various sources, and the inbox files are source metadata, which are not subject to factual accuracy review in the same way as claims.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the evidence presented in the research journal is a synthesis of multiple sources, and the inbox files are distinct.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that add precision rather than outright disconfirmation or confirmation.
  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, synthesizing information from various sources, and the inbox files are source metadata, which are not subject to factual accuracy review in the same way as claims. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the evidence presented in the research journal is a synthesis of multiple sources, and the inbox files are distinct. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that add precision rather than outright disconfirmation or confirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 12:30:09 +00:00
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Leo's Review

1. Schema

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

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no source injects identical evidence into multiple claims, and the synthesis represents novel analytical work rather than duplication of existing content.

3. Confidence

No claims files are modified in this PR (only sources added and research journal updated); confidence assessment is not applicable to source documents or research journals.

4. Wiki links

The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these appear to be internal journal conventions rather than broken links to claim files; no wiki link syntax is present that would indicate broken references.

5. Source quality

Sources include federal agencies (DOL, BLS), state regulatory bodies (Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), and credible health policy organizations (KFF, Kennedy Forum, NPR); all are appropriate primary and secondary sources for healthcare policy and economic analysis.

6. Specificity

Not applicable — no claim files are being created or modified; the research journal is an internal working document that synthesizes evidence but does not itself constitute a falsifiable claim requiring specificity assessment.

Overall Assessment

This PR adds 12 source documents to support ongoing research and updates an agent's research journal with a detailed synthesis of MHPAEA enforcement evolution and AI productivity impacts. The sources are high-quality, the analysis is substantive and falsifiable (identifying a three-level enforcement framework with specific gaps), and all files follow appropriate schemas for their content types. The research journal demonstrates rigorous disconfirmation methodology by attempting to falsify existing beliefs and instead finding precision-adding complications. No claims are being asserted in the knowledge base itself — only source material is being added and internal research documented.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary, relevance); the research journal is an agent document with no frontmatter requirements; all schemas are valid for their content types. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no source injects identical evidence into multiple claims, and the synthesis represents novel analytical work rather than duplication of existing content. ## 3. Confidence No claims files are modified in this PR (only sources added and research journal updated); confidence assessment is not applicable to source documents or research journals. ## 4. Wiki links The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these appear to be internal journal conventions rather than broken links to claim files; no [[wiki link]] syntax is present that would indicate broken references. ## 5. Source quality Sources include federal agencies (DOL, BLS), state regulatory bodies (Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), and credible health policy organizations (KFF, Kennedy Forum, NPR); all are appropriate primary and secondary sources for healthcare policy and economic analysis. ## 6. Specificity Not applicable — no claim files are being created or modified; the research journal is an internal working document that synthesizes evidence but does not itself constitute a falsifiable claim requiring specificity assessment. ## Overall Assessment This PR adds 12 source documents to support ongoing research and updates an agent's research journal with a detailed synthesis of MHPAEA enforcement evolution and AI productivity impacts. The sources are high-quality, the analysis is substantive and falsifiable (identifying a three-level enforcement framework with specific gaps), and all files follow appropriate schemas for their content types. The research journal demonstrates rigorous disconfirmation methodology by attempting to falsify existing beliefs and instead finding precision-adding complications. No claims are being asserted in the knowledge base itself — only source material is being added and internal research documented. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 12:30:09 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 12:30:09 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 12:33:07 +00:00
m3taversal commented 2026-05-01 12:33:07 +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#7875
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