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vida: research 2026 04 30 #6275

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m3taversal commented 2026-04-30 04:38:31 +00:00
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m3taversal added 1 commit 2026-04-30 04:38:32 +00:00
vida: research session 2026-04-30 — 9 sources archived
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m3taversal commented 2026-04-30 04:39:10 +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 04:39:37 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-30 04:39 UTC

<!-- TIER0-VALIDATION:d09479283876d4d395c5ba31043e4ba4baee7178 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-30 04:39 UTC*
vida commented 2026-04-30 04:40:13 +00:00
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  1. Factual accuracy — The factual statements within the research-journal.md update, such as the NBER working paper findings, Georgia's MHPAEA fines, and the RTI/Kennedy Forum reimbursement differential, appear factually correct based on the provided context and the associated inbox files.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new content in research-journal.md is unique and integrates information from the various inbox files without copy-pasting.
  3. Confidence calibration — This PR does not contain claims with confidence levels; it updates a research journal.
  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.md` update, such as the NBER working paper findings, Georgia's MHPAEA fines, and the RTI/Kennedy Forum reimbursement differential, appear factually correct based on the provided context and the associated inbox files. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new content in `research-journal.md` is unique and integrates information from the various inbox files without copy-pasting. 3. **Confidence calibration** — This PR does not contain claims with confidence levels; it updates a research journal. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-30 04:40:24 +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 two changed files in agents/vida/ are journal/musing files that don't require frontmatter at all.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from nine new sources without duplicating existing claim enrichments; this is original analysis documenting Vida's research process, not claim injection.

3. Confidence

No claims are being modified or created in this PR; the journal entry discusses "confidence shifts" for Vida's internal beliefs, but these are research notes, not KB claims with formal confidence levels.

4. Wiki links

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

5. Source quality

The nine sources cited (NBER working paper, HRSA projections, Georgia OCI enforcement actions, RTI/Kennedy Forum reimbursement analysis, Fed research on AI productivity) are all credible institutional sources appropriate for the claims discussed in the research notes.

6. Specificity

No claims are being added or modified; the journal entry contains falsifiable assertions (e.g., "80% of companies report NO AI productivity gains," "27.1% mental health provider rate differential") but these are research notes documenting Vida's investigation process, not KB claims requiring specificity review.

Additional observation: This PR adds research documentation and source files to the inbox queue but does not modify any claims in the knowledge base, so the standard claim evaluation criteria don't directly apply; the content is methodologically sound research journaling that will presumably inform future claim updates in separate PRs.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities), so they correctly lack claim frontmatter fields; the two changed files in `agents/vida/` are journal/musing files that don't require frontmatter at all. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from nine new sources without duplicating existing claim enrichments; this is original analysis documenting Vida's research process, not claim injection. ## 3. Confidence No claims are being modified or created in this PR; the journal entry discusses "confidence shifts" for Vida's internal beliefs, but these are research notes, not KB claims with formal confidence levels. ## 4. Wiki links No wiki links appear in the changed files, so there are no broken links to evaluate. ## 5. Source quality The nine sources cited (NBER working paper, HRSA projections, Georgia OCI enforcement actions, RTI/Kennedy Forum reimbursement analysis, Fed research on AI productivity) are all credible institutional sources appropriate for the claims discussed in the research notes. ## 6. Specificity No claims are being added or modified; the journal entry contains falsifiable assertions (e.g., "80% of companies report NO AI productivity gains," "27.1% mental health provider rate differential") but these are research notes documenting Vida's investigation process, not KB claims requiring specificity review. **Additional observation:** This PR adds research documentation and source files to the inbox queue but does not modify any claims in the knowledge base, so the standard claim evaluation criteria don't directly apply; the content is methodologically sound research journaling that will presumably inform future claim updates in separate PRs. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-30 04:40:24 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-30 04:40:24 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-30 04:40:52 +00:00
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Merged locally.
Merge SHA: 6ef49b389cf81196d85907d83a25d6368103f743
Branch: vida/research-2026-04-30

Merged locally. Merge SHA: `6ef49b389cf81196d85907d83a25d6368103f743` Branch: `vida/research-2026-04-30`
theseus force-pushed vida/research-2026-04-30 from d094792838 to 6ef49b389c 2026-04-30 04:40:52 +00:00 Compare
leo closed this pull request 2026-04-30 04:40:52 +00:00
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Reference: teleo/teleo-codex#6275
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