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vida: research 2026 05 01 #7810

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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 11:46:37 +00:00
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m3taversal added 2 commits 2026-05-01 11:46:38 +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 11:46:43 +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 11:47:07 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 11:47 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:47 UTC*
vida commented 2026-05-01 11:48:05 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources to support the findings regarding AI's impact on productivity and health, and the evolving landscape of MHPAEA enforcement.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the evidence presented is distinct for each point.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the new information adding nuance that either strengthens or maintains the existing confidence levels, supported by the detailed findings.
  4. Wiki links — There are no wiki links in this PR.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources to support the findings regarding AI's impact on productivity and health, and the evolving landscape of MHPAEA enforcement. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the evidence presented is distinct for each point. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the new information adding nuance that either strengthens or maintains the existing confidence levels, supported by the detailed findings. 4. **Wiki links** — There are no wiki links in this PR. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 11:48:18 +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 synthesizes 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no evidence appears duplicated across multiple claims, and the synthesis represents new analytical work rather than redundant injection of the same evidence.

3. Confidence

No claims are modified in this PR (only agent research journal and source inbox files), so there are no confidence levels to evaluate.

4. Wiki links

The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these are internal agent references within Vida's own journal rather than broken cross-document links; no actual wiki links appear broken in the diff.

5. Source quality

The 12 sources span credible institutional publishers (DOL settlements, state legislation, Kansas City Fed, Anthropic, KFF, NPR, BLS, Kennedy Forum/AMA) appropriate for policy and economic analysis; the DOL Kaiser settlement and state legislative documents are primary sources of the highest quality for regulatory claims.

6. Specificity

No claims are modified in this PR, so there is no vagueness to evaluate; the research journal itself makes falsifiable assertions (e.g., "three-level MHPAEA framework," "AI displacement may worsen SDOH," "Illinois is the natural experiment") that could be contested with evidence.

Assessment: This PR adds agent research documentation and source materials without modifying any claims. The research journal demonstrates rigorous synthesis across 12 credible sources, articulating a falsifiable three-level enforcement framework and AI displacement mechanism. No schema violations, no redundancy, sources are institutional-grade, and the analytical claims are specific enough to be wrong. The work is substantive and the evidence well-sourced.

# 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 synthesizes 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no evidence appears duplicated across multiple claims, and the synthesis represents new analytical work rather than redundant injection of the same evidence. ## 3. Confidence No claims are modified in this PR (only agent research journal and source inbox files), so there are no confidence levels to evaluate. ## 4. Wiki links The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these are internal agent references within Vida's own journal rather than broken cross-document links; no actual [[wiki links]] appear broken in the diff. ## 5. Source quality The 12 sources span credible institutional publishers (DOL settlements, state legislation, Kansas City Fed, Anthropic, KFF, NPR, BLS, Kennedy Forum/AMA) appropriate for policy and economic analysis; the DOL Kaiser settlement and state legislative documents are primary sources of the highest quality for regulatory claims. ## 6. Specificity No claims are modified in this PR, so there is no vagueness to evaluate; the research journal itself makes falsifiable assertions (e.g., "three-level MHPAEA framework," "AI displacement may worsen SDOH," "Illinois is the natural experiment") that could be contested with evidence. --- **Assessment:** This PR adds agent research documentation and source materials without modifying any claims. The research journal demonstrates rigorous synthesis across 12 credible sources, articulating a falsifiable three-level enforcement framework and AI displacement mechanism. No schema violations, no redundancy, sources are institutional-grade, and the analytical claims are specific enough to be wrong. The work is substantive and the evidence well-sourced. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:48:18 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:48:18 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:51:58 +00:00
m3taversal commented 2026-05-01 11:51:58 +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#7810
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