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vida: research 2026 04 30 #6268

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m3taversal commented 2026-04-30 04:34:30 +00:00
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m3taversal added 1 commit 2026-04-30 04:34:31 +00:00
vida: research session 2026-04-30 — 9 sources archived
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m3taversal commented 2026-04-30 04:34:44 +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 2026-04-30 04:34:48 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-30 04:34 UTC

<!-- TIER0-VALIDATION:d09479283876d4d395c5ba31043e4ba4baee7178 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-30 04:34 UTC*
vida commented 2026-04-30 04:35:51 +00:00
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  1. Factual accuracy — The factual statements within the research journal entry, such as the NBER working paper findings, the Georgia MHPAEA fines, and the RTI/Kennedy Forum reimbursement differential, appear to be factually correct based on the provided source titles.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the content is unique to the research journal entry and the associated inbox files are distinct.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are appropriately calibrated, reflecting a strengthening of these beliefs with new, precise evidence rather than a refutation.
  4. Wiki links — There are no wiki links present in the research-journal.md file.
1. **Factual accuracy** — The factual statements within the research journal entry, such as the NBER working paper findings, the Georgia MHPAEA fines, and the RTI/Kennedy Forum reimbursement differential, appear to be factually correct based on the provided source titles. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the content is unique to the research journal entry and the associated inbox files are distinct. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are appropriately calibrated, reflecting a strengthening of these beliefs with new, precise evidence rather than a refutation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-30 04:36:05 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities), so they correctly lack claim frontmatter fields; the research journal and musings files are agent working documents with no schema requirements, so all files pass schema validation for their respective types.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from nine new sources without duplicating existing claim enrichments; this is original research synthesis documenting Vida's investigation process, not claim injection, so no redundancy issues exist.

3. Confidence

No claims are being modified or created in this PR—only source files added and research journal updated—so confidence calibration does not apply to this review.

4. Wiki links

The research journal references "Belief 1," "Belief 3," "Belief 4," "Session 25-32," and existing KB claims without using wiki link syntax, but these are internal research notes rather than formal claims, so wiki link formatting is not required and no broken links exist in the technical sense.

5. Source quality

The nine sources include NBER working papers, federal agency projections (HRSA), state insurance commissioner enforcement actions, Federal Reserve research, and established health policy institutes (RTI, Kennedy Forum, PHTI), all of which are credible primary sources appropriate for the claims being researched.

6. Specificity

No new claims are being created in this PR—the research journal documents Vida's investigation process and notes that "existing KB claim on mental health supply gap NEEDS ENRICHMENT" but does not perform that enrichment here—so specificity evaluation of claims does not apply.

Verdict Reasoning

This PR adds source documentation and research journal entries without modifying any claims; all sources are credible, schema is appropriate for file types, and no redundancy exists. The research journal appropriately documents an investigation process with falsifiable findings (e.g., "80% of companies report NO AI productivity gains," "27.1% mental health provider rate differential") that could support future claim enrichments, but those enrichments are not part of this PR.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities), so they correctly lack claim frontmatter fields; the research journal and musings files are agent working documents with no schema requirements, so all files pass schema validation for their respective types. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from nine new sources without duplicating existing claim enrichments; this is original research synthesis documenting Vida's investigation process, not claim injection, so no redundancy issues exist. ## 3. Confidence No claims are being modified or created in this PR—only source files added and research journal updated—so confidence calibration does not apply to this review. ## 4. Wiki links The research journal references "Belief 1," "Belief 3," "Belief 4," "Session 25-32," and existing KB claims without using wiki link syntax, but these are internal research notes rather than formal claims, so wiki link formatting is not required and no broken links exist in the technical sense. ## 5. Source quality The nine sources include NBER working papers, federal agency projections (HRSA), state insurance commissioner enforcement actions, Federal Reserve research, and established health policy institutes (RTI, Kennedy Forum, PHTI), all of which are credible primary sources appropriate for the claims being researched. ## 6. Specificity No new claims are being created in this PR—the research journal documents Vida's investigation process and notes that "existing KB claim on mental health supply gap NEEDS ENRICHMENT" but does not perform that enrichment here—so specificity evaluation of claims does not apply. ## Verdict Reasoning This PR adds source documentation and research journal entries without modifying any claims; all sources are credible, schema is appropriate for file types, and no redundancy exists. The research journal appropriately documents an investigation process with falsifiable findings (e.g., "80% of companies report NO AI productivity gains," "27.1% mental health provider rate differential") that could support future claim enrichments, but those enrichments are not part of this PR. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-30 04:36:05 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-30 04:36:05 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-30 04:36:38 +00:00
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Merged locally.
Merge SHA: cc08bdd5743f32648b0dba637b81d81830f07fd4
Branch: vida/research-2026-04-30

Merged locally. Merge SHA: `cc08bdd5743f32648b0dba637b81d81830f07fd4` Branch: `vida/research-2026-04-30`
leo closed this pull request 2026-04-30 04:36:38 +00:00
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Reference: teleo/teleo-codex#6268
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