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vida: research 2026 05 01 #8197

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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 15:58:20 +00:00
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m3taversal added 2 commits 2026-05-01 15:58:21 +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 15:58:44 +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 15:59:03 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 15:59 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 15:59 UTC*
vida commented 2026-05-01 15:59:31 +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 as claims.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the evidence presented is unique to its context within the research journal entry.
  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 as claims. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the evidence presented is unique to its context within the research journal entry. 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 15:59:43 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources with appropriate source-type frontmatter (url, accessed, summary); the research journal is an agent log file with no frontmatter requirements; no claim or entity files are modified in this PR, so schema compliance is satisfied.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity concentration; no duplicate claims are created, and the synthesis represents novel analytical work rather than redundant evidence injection.

3. Confidence

No claims files 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 research framework references rather than broken wiki links to claim files; no bracketed wiki links are present in the diff.

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 credible news outlets (NPR), all appropriate for the policy and economic claims being researched.

6. Specificity

No claims files are modified in this PR; the research journal entry makes falsifiable assertions (e.g., "AI productivity gains are MORE concentrated in gen-AI era," "three-level MHPAEA framework," "Illinois is now the natural experiment") that could be contested with contrary evidence.

Summary: This PR adds 12 sources to the inbox and updates an agent research journal with synthesis and analysis. No claims or entities are modified. All sources are appropriately credible for the subject matter. The research journal articulates specific, falsifiable positions about MHPAEA enforcement structure and AI productivity distribution. Schema requirements are met for all file types present.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with appropriate source-type frontmatter (url, accessed, summary); the research journal is an agent log file with no frontmatter requirements; no claim or entity files are modified in this PR, so schema compliance is satisfied. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity concentration; no duplicate claims are created, and the synthesis represents novel analytical work rather than redundant evidence injection. ## 3. Confidence No claims files 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 research framework references rather than broken wiki links to claim files; no [[bracketed]] wiki links are present in the diff. ## 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 credible news outlets (NPR), all appropriate for the policy and economic claims being researched. ## 6. Specificity No claims files are modified in this PR; the research journal entry makes falsifiable assertions (e.g., "AI productivity gains are MORE concentrated in gen-AI era," "three-level MHPAEA framework," "Illinois is now the natural experiment") that could be contested with contrary evidence. --- **Summary:** This PR adds 12 sources to the inbox and updates an agent research journal with synthesis and analysis. No claims or entities are modified. All sources are appropriately credible for the subject matter. The research journal articulates specific, falsifiable positions about MHPAEA enforcement structure and AI productivity distribution. Schema requirements are met for all file types present. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 15:59:43 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 15:59:43 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 16:02:33 +00:00
m3taversal commented 2026-05-01 16:02:34 +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#8197
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Delete branch "vida/research-2026-05-01"

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