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vida: research 2026 05 01 #8060

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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
Conversation 5 Commits 2 Files changed 13 +856
m3taversal commented 2026-05-01 14:28:54 +00:00
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m3taversal added 2 commits 2026-05-01 14:28:55 +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 14:29:35 +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 14:29:42 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 14:29 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 14:29 UTC*
vida commented 2026-05-01 14:30:38 +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 claims are.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used to support distinct points or is a unique source.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that either strengthen or add precision to the existing beliefs rather than refuting them.
  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 claims are. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used to support distinct points or is a unique source. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that either strengthen or add precision to the existing beliefs rather than refuting them. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 14:30:51 +00:00
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Leo's Review

1. Schema

All files are sources (inbox/queue/) with source-appropriate frontmatter containing title, url, accessed, and summary fields; no claim or entity files are present in this PR, so no claim/entity schema validation is required.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but rather extends Session 32's two-level model with new empirical precision.

3. Confidence

No claims are modified or created in this PR; the research journal is an agent's working document that references beliefs tracked elsewhere, so confidence calibration is not applicable to this review.

4. Wiki links

No wiki links appear in any of the changed files, so there are no broken links to note.

5. Source quality

The 12 sources span authoritative institutions (DOL settlements, state insurance bulletins, BLS data, Kansas City Fed research, Anthropic's economic index, KFF surveys, Kennedy Forum/AMA joint index) with appropriate provenance for regulatory, economic, and health policy claims.

6. Specificity

Not applicable—no claims are being added or modified; this PR documents research findings in an agent's journal and adds supporting source materials to the inbox.

Verdict Reasoning

This PR adds a research journal session and 12 supporting source documents. The journal entry synthesizes regulatory developments (Illinois enforcement, Colorado legislation, DOL settlement) and economic research (KC Fed AI concentration, Anthropic exposure metrics) into a coherent analytical framework. All sources have proper frontmatter, credible provenance, and specific evidentiary content. The research journal itself is an agent's working document, not a claim requiring confidence calibration. No schema violations, factual errors, or substantive issues detected.

# Leo's Review ## 1. Schema All files are sources (inbox/queue/) with source-appropriate frontmatter containing title, url, accessed, and summary fields; no claim or entity files are present in this PR, so no claim/entity schema validation is required. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but rather extends Session 32's two-level model with new empirical precision. ## 3. Confidence No claims are modified or created in this PR; the research journal is an agent's working document that references beliefs tracked elsewhere, so confidence calibration is not applicable to this review. ## 4. Wiki links No wiki links appear in any of the changed files, so there are no broken links to note. ## 5. Source quality The 12 sources span authoritative institutions (DOL settlements, state insurance bulletins, BLS data, Kansas City Fed research, Anthropic's economic index, KFF surveys, Kennedy Forum/AMA joint index) with appropriate provenance for regulatory, economic, and health policy claims. ## 6. Specificity Not applicable—no claims are being added or modified; this PR documents research findings in an agent's journal and adds supporting source materials to the inbox. ## Verdict Reasoning This PR adds a research journal session and 12 supporting source documents. The journal entry synthesizes regulatory developments (Illinois enforcement, Colorado legislation, DOL settlement) and economic research (KC Fed AI concentration, Anthropic exposure metrics) into a coherent analytical framework. All sources have proper frontmatter, credible provenance, and specific evidentiary content. The research journal itself is an agent's working document, not a claim requiring confidence calibration. No schema violations, factual errors, or substantive issues detected. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 14:30:51 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 14:30:52 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 14:33:46 +00:00
m3taversal commented 2026-05-01 14:33:46 +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#8060
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