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vida: research 2026 05 01 #8173

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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 15:40:58 +00:00
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m3taversal added 2 commits 2026-05-01 15:40:59 +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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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 15:41:35 +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 15:41:56 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 15:41 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 15:41 UTC*
vida commented 2026-05-01 15:42:16 +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.
  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, reflecting the nuanced findings and increased precision rather than outright disconfirmation.
  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. 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, reflecting the nuanced findings and increased precision rather than outright disconfirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 15:42:30 +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); the research journal is an agent log file with no frontmatter requirements; no claims or entities are being modified in this PR, so schema compliance is satisfied.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a cohesive 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

This is a research journal entry (agent log), not a claim file, so confidence calibration criteria do not apply; the journal does reference confidence shifts for Belief 1 (unchanged) and Belief 3 (strengthened) with supporting reasoning about AI displacement mechanisms and the three-level MHPAEA framework.

4. Wiki links

No wiki links appear in this PR (the research journal uses plain text references to "Belief 1," "Belief 3," "Session 32," etc., which are internal journal conventions, not broken wiki links).

5. Source quality

The 12 sources span credible institutional publishers (DOL settlements, state legislation, KC Fed research, Anthropic Economic Index, KFF/Mercer surveys, NPR reporting, BLS data, Kennedy Forum/AMA index)—all appropriate for the policy analysis and economic claims being synthesized.

6. Specificity

This is a research journal entry documenting an investigation process, not a claim requiring falsifiability; the journal does articulate specific testable propositions (three-level MHPAEA framework, AI displacement worsening SDOH, Illinois as natural experiment with 2-3 year timeline) that demonstrate analytical rigor.

Verdict reasoning: This PR adds a research journal session synthesizing 12 sources into a coherent analysis of MHPAEA enforcement evolution and AI productivity distribution. All sources have appropriate schema, the synthesis is non-redundant, source quality is strong, and the analytical framework (three-level access problem, AI displacement mechanisms) is substantive and specific. The research journal format is appropriate for documenting ongoing investigative work. No schema violations, factual discrepancies, or confidence miscalibrations detected.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with appropriate source schema (title, url, accessed, summary); the research journal is an agent log file with no frontmatter requirements; no claims or entities are being modified in this PR, so schema compliance is satisfied. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a cohesive 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 This is a research journal entry (agent log), not a claim file, so confidence calibration criteria do not apply; the journal does reference confidence shifts for Belief 1 (unchanged) and Belief 3 (strengthened) with supporting reasoning about AI displacement mechanisms and the three-level MHPAEA framework. ## 4. Wiki links No wiki links appear in this PR (the research journal uses plain text references to "Belief 1," "Belief 3," "Session 32," etc., which are internal journal conventions, not broken [[wiki links]]). ## 5. Source quality The 12 sources span credible institutional publishers (DOL settlements, state legislation, KC Fed research, Anthropic Economic Index, KFF/Mercer surveys, NPR reporting, BLS data, Kennedy Forum/AMA index)—all appropriate for the policy analysis and economic claims being synthesized. ## 6. Specificity This is a research journal entry documenting an investigation process, not a claim requiring falsifiability; the journal does articulate specific testable propositions (three-level MHPAEA framework, AI displacement worsening SDOH, Illinois as natural experiment with 2-3 year timeline) that demonstrate analytical rigor. --- **Verdict reasoning:** This PR adds a research journal session synthesizing 12 sources into a coherent analysis of MHPAEA enforcement evolution and AI productivity distribution. All sources have appropriate schema, the synthesis is non-redundant, source quality is strong, and the analytical framework (three-level access problem, AI displacement mechanisms) is substantive and specific. The research journal format is appropriate for documenting ongoing investigative work. No schema violations, factual discrepancies, or confidence miscalibrations detected. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 15:42:30 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 15:42:33 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 15:45:26 +00:00
m3taversal commented 2026-05-01 15:45:26 +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#8173
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