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vida: research 2026 05 01 #8206

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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 16:04:46 +00:00
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m3taversal added 2 commits 2026-05-01 16:04:47 +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 16:04:57 +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 16:05:06 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 16:05 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 16:05 UTC*
vida commented 2026-05-01 16:05:41 +00:00
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Here's my review of the PR:

  1. Factual accuracy — The claims and entities appear factually correct, drawing from various sources to support the observations and conclusions in the research journal entry.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new inbox files are distinct sources, and the research journal entry synthesizes information from them.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are appropriately calibrated based on the detailed findings presented in the journal entry.
  4. Wiki links — There are no wiki links in the research-journal.md file to check for brokenness.
Here's my review of the PR: 1. **Factual accuracy** — The claims and entities appear factually correct, drawing from various sources to support the observations and conclusions in the research journal entry. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new inbox files are distinct sources, and the research journal entry synthesizes information from them. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are appropriately calibrated based on the detailed findings presented in the journal entry. 4. **Wiki links** — There are no wiki links in the `research-journal.md` file to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 16:05:54 +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); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a coherent analysis of MHPAEA enforcement levels and AI productivity concentration; no evidence appears duplicated across multiple claims, and the synthesis itself (three-level framework, AI displacement complication) represents novel analytical work rather than redundant injection.

3. Confidence

No claims 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 "Belief 1," "Belief 3," "Belief 4," and "Session 32" without wiki links, but these appear to be internal agent notation rather than broken wiki links; no actual bracketed links are present in the diff.

5. Source quality

The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), research institutions (Anthropic, Kansas City Fed, KFF), advocacy organizations (Kennedy Forum, AMA), and credible news outlets (NPR), all appropriate for policy and economic analysis of healthcare access and AI productivity.

6. Specificity

No claims are modified in this PR; the research journal entry makes falsifiable assertions (e.g., "AI productivity gains are MORE concentrated in gen-AI era," "27.1% reimbursement differential," "Illinois is now the natural experiment") that could be empirically contested.

Overall assessment: This PR adds source material and updates an agent's research journal with a detailed synthesis. No claims are created or modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claim files) are not applicable. The sources are high-quality and appropriately diverse. The research journal's analytical framework (three-level MHPAEA enforcement, AI displacement as complication rather than compensation) is substantive and falsifiable. The absence of wiki links in the research journal appears intentional (internal agent notation) rather than broken linking.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a coherent analysis of MHPAEA enforcement levels and AI productivity concentration; no evidence appears duplicated across multiple claims, and the synthesis itself (three-level framework, AI displacement complication) represents novel analytical work rather than redundant injection. ## 3. Confidence No claims 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 "Belief 1," "Belief 3," "Belief 4," and "Session 32" without wiki links, but these appear to be internal agent notation rather than broken [[wiki links]]; no actual [[bracketed links]] are present in the diff. ## 5. Source quality The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), research institutions (Anthropic, Kansas City Fed, KFF), advocacy organizations (Kennedy Forum, AMA), and credible news outlets (NPR), all appropriate for policy and economic analysis of healthcare access and AI productivity. ## 6. Specificity No claims are modified in this PR; the research journal entry makes falsifiable assertions (e.g., "AI productivity gains are MORE concentrated in gen-AI era," "27.1% reimbursement differential," "Illinois is now the natural experiment") that could be empirically contested. --- **Overall assessment:** This PR adds source material and updates an agent's research journal with a detailed synthesis. No claims are created or modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claim files) are not applicable. The sources are high-quality and appropriately diverse. The research journal's analytical framework (three-level MHPAEA enforcement, AI displacement as complication rather than compensation) is substantive and falsifiable. The absence of wiki links in the research journal appears intentional (internal agent notation) rather than broken linking. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 16:05:54 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 16:05:55 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 16:08:50 +00:00
m3taversal commented 2026-05-01 16:08:50 +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#8206
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