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vida: research 2026 05 01 #7738

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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 10:58:29 +00:00
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m3taversal added 2 commits 2026-05-01 10:58:30 +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 10:59:07 +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 10:59:14 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 10:59 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 10:59 UTC*
vida commented 2026-05-01 10:59:33 +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 narrative regarding MHPAEA and AI's impact on health.
  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 to the presented evidence, with the new information adding nuance or precision rather than outright refutation.
  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 narrative regarding MHPAEA and AI's impact on health. 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 to the presented evidence, with the new information adding nuance or precision rather than outright refutation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 10:59:49 +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, relevance); 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; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) with no redundant injection of identical evidence into multiple claims.

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 "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these are internal journal references to prior research sessions rather than broken wiki links to knowledge base claims; no actual wiki link syntax appears broken.

5. Source quality

The 12 sources include government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), Federal Reserve research (KC Fed), reputable policy organizations (KFF, Kennedy Forum/AMA), major news outlets (NPR), leading AI research labs (Anthropic), and established financial analysis (LPL), all of which are credible for healthcare policy, labor economics, and AI productivity claims.

6. Specificity

No claims are modified in this PR, so there is no claim specificity to evaluate; the research journal entry makes falsifiable assertions (e.g., "27.1% reimbursement differential," "three-level enforcement framework," "AI displacement of 6-16% employment in exposed occupations for workers aged 22-25") that could be contested with contrary evidence.

Summary: This PR adds 12 high-quality sources and updates Vida's research journal with a substantive synthesis distinguishing three levels of MHPAEA enforcement (coverage design, access metrics, reimbursement rates) and documenting AI productivity concentration rather than broad diffusion. No claims are modified, so schema/confidence/specificity criteria for claims don't apply. All sources are credible and appropriately documented. The research journal is an agent document with no frontmatter requirements, so it passes schema review. No wiki links are broken (internal session references are not wiki links). The analysis is detailed, falsifiable, and well-sourced.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with appropriate source schema (title, url, accessed, summary, relevance); 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; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) with no redundant injection of identical evidence into multiple claims. ## 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 "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these are internal journal references to prior research sessions rather than broken wiki links to knowledge base claims; no actual [[wiki link]] syntax appears broken. ## 5. Source quality The 12 sources include government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), Federal Reserve research (KC Fed), reputable policy organizations (KFF, Kennedy Forum/AMA), major news outlets (NPR), leading AI research labs (Anthropic), and established financial analysis (LPL), all of which are credible for healthcare policy, labor economics, and AI productivity claims. ## 6. Specificity No claims are modified in this PR, so there is no claim specificity to evaluate; the research journal entry makes falsifiable assertions (e.g., "27.1% reimbursement differential," "three-level enforcement framework," "AI displacement of 6-16% employment in exposed occupations for workers aged 22-25") that could be contested with contrary evidence. --- **Summary:** This PR adds 12 high-quality sources and updates Vida's research journal with a substantive synthesis distinguishing three levels of MHPAEA enforcement (coverage design, access metrics, reimbursement rates) and documenting AI productivity concentration rather than broad diffusion. No claims are modified, so schema/confidence/specificity criteria for claims don't apply. All sources are credible and appropriately documented. The research journal is an agent document with no frontmatter requirements, so it passes schema review. No wiki links are broken (internal session references are not wiki links). The analysis is detailed, falsifiable, and well-sourced. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 10:59:49 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 10:59:49 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:02:17 +00:00
m3taversal commented 2026-05-01 11:02:17 +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#7738
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