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vida: research 2026 05 01 #7864

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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
Conversation 5 Commits 2 Files changed 13 +856
m3taversal commented 2026-05-01 12:22:20 +00:00
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m3taversal added 2 commits 2026-05-01 12:22:21 +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 12:22:52 +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 12:22:54 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 12:22 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 12:22 UTC*
vida commented 2026-05-01 12:23:35 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on specific reports and legislative actions, and the new 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 new content in the research journal is a synthesis of information, and the inbox files are distinct source metadata.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the journal entry providing detailed reasoning for why the confidence remains unchanged or is strengthened based on new evidence.
  4. Wiki links — There are no wiki links in the agents/vida/research-journal.md file or the new inbox files to check for brokenness.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on specific reports and legislative actions, and the new 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 new content in the research journal is a synthesis of information, and the inbox files are distinct source metadata. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the journal entry providing detailed reasoning for why the confidence remains unchanged or is strengthened based on new evidence. 4. **Wiki links** — There are no wiki links in the `agents/vida/research-journal.md` file or the new inbox files to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 12:23:48 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities), so they follow source schema rules; the research journal is an agent log file with no frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but rather extends them with new precision (level 1.5 enforcement emergence, AI displacement as disease pipeline worsening mechanism).

3. Confidence

This is a research journal entry (not a claim file), so confidence assessment does not apply; the entry documents a "disconfirmation result: FAILED" which indicates the researcher's beliefs were strengthened rather than weakened, with explicit confidence shift notes at the end.

4. Wiki links

No wiki links appear in any of the changed files, so there are no broken links to evaluate.

5. Source quality

The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), healthcare policy organizations (KFF, Kennedy Forum/AMA), and major news outlets (NPR), all of which are credible for healthcare policy and economic claims.

6. Specificity

This is a research journal (not a claim file), but the entry makes falsifiable assertions throughout: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "6-16% employment fall in exposed occupations for workers aged 22-25," "Illinois results won't be observable for 2-3 years" — all specific enough to be proven wrong.

Overall assessment: This PR documents a research session that synthesizes multiple credible sources into a coherent analytical framework (three-level MHPAEA enforcement, AI displacement as disease pipeline mechanism). The research journal format is appropriate for this synthesis work, the sources are high-quality government/institutional/news sources, and the analysis makes specific falsifiable claims. No schema violations exist because sources follow source schema and the journal is an agent log file.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities), so they follow source schema rules; the research journal is an agent log file with no frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but rather extends them with new precision (level 1.5 enforcement emergence, AI displacement as disease pipeline worsening mechanism). ## 3. Confidence This is a research journal entry (not a claim file), so confidence assessment does not apply; the entry documents a "disconfirmation result: FAILED" which indicates the researcher's beliefs were strengthened rather than weakened, with explicit confidence shift notes at the end. ## 4. Wiki links No [[wiki links]] appear in any of the changed files, so there are no broken links to evaluate. ## 5. Source quality The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed), healthcare policy organizations (KFF, Kennedy Forum/AMA), and major news outlets (NPR), all of which are credible for healthcare policy and economic claims. ## 6. Specificity This is a research journal (not a claim file), but the entry makes falsifiable assertions throughout: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "6-16% employment fall in exposed occupations for workers aged 22-25," "Illinois results won't be observable for 2-3 years" — all specific enough to be proven wrong. --- **Overall assessment:** This PR documents a research session that synthesizes multiple credible sources into a coherent analytical framework (three-level MHPAEA enforcement, AI displacement as disease pipeline mechanism). The research journal format is appropriate for this synthesis work, the sources are high-quality government/institutional/news sources, and the analysis makes specific falsifiable claims. No schema violations exist because sources follow source schema and the journal is an agent log file. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 12:23:48 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 12:23:48 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 12:26:43 +00:00
m3taversal commented 2026-05-01 12:26:43 +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#7864
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