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vida: research 2026 05 01 #7548

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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 08:58:42 +00:00
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m3taversal added 2 commits 2026-05-01 08:58:44 +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 08:59:13 +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 08:59:35 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 08:59 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 08:59 UTC*
vida commented 2026-05-01 09:00:19 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources, and the inbox files are metadata for sources, 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.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated to the presented evidence, with the disconfirmation attempt for Belief 1 adding nuance that strengthens the original thesis, and the new framework for Belief 3 providing greater precision.
  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 the inbox files are metadata for sources, 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. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated to the presented evidence, with the disconfirmation attempt for Belief 1 adding nuance that strengthens the original thesis, and the new framework for Belief 3 providing greater precision. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 09:00:33 +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 document (not a claim or entity) and follows the established journal format with no frontmatter requirements.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity impacts; no evidence appears duplicated across multiple claims, and the "three-level framework" synthesis represents genuinely new analytical work rather than repetition of existing claim content.

3. Confidence

This is a research journal entry (agent document), not a claim file, so confidence calibration does not apply; the journal does reference confidence shifts for "Belief 1" and "Belief 3" with reasoning ("AI displacement may worsen future chronic disease pipeline" and "three-level framework is the most precise articulation yet"), which appears internally consistent.

4. Wiki links

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

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 Weight Watchers source is a product page which is appropriate for documenting the absence of a feature.

6. Specificity

This is a research journal (agent document), not a claim, so specificity requirements for falsifiable propositions do not apply; the journal does make specific falsifiable assertions (e.g., "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "Illinois enforcing full 2024 rule") that could be verified or contradicted.

Verdict reasoning: All files follow appropriate schemas for their content types (sources in inbox, agent journal without claim requirements). The research represents substantive synthesis work with credible sourcing. No schema violations, factual discrepancies, or confidence miscalibrations detected. The absence of wiki links means no broken link issues exist.

# 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 document (not a claim or entity) and follows the established journal format with no frontmatter requirements. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity impacts; no evidence appears duplicated across multiple claims, and the "three-level framework" synthesis represents genuinely new analytical work rather than repetition of existing claim content. ## 3. Confidence This is a research journal entry (agent document), not a claim file, so confidence calibration does not apply; the journal does reference confidence shifts for "Belief 1" and "Belief 3" with reasoning ("AI displacement may worsen future chronic disease pipeline" and "three-level framework is the most precise articulation yet"), which appears internally consistent. ## 4. Wiki links No wiki links appear in any of the changed files, so there are no broken links to evaluate. ## 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 Weight Watchers source is a product page which is appropriate for documenting the absence of a feature. ## 6. Specificity This is a research journal (agent document), not a claim, so specificity requirements for falsifiable propositions do not apply; the journal does make specific falsifiable assertions (e.g., "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "Illinois enforcing full 2024 rule") that could be verified or contradicted. --- **Verdict reasoning:** All files follow appropriate schemas for their content types (sources in inbox, agent journal without claim requirements). The research represents substantive synthesis work with credible sourcing. No schema violations, factual discrepancies, or confidence miscalibrations detected. The absence of wiki links means no broken link issues exist. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 09:00:33 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 09:00:33 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 09:03:04 +00:00
m3taversal commented 2026-05-01 09:03:05 +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#7548
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