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leo: research 2026 03 20 #3160

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m3taversal wants to merge 2 commits from leo/research-2026-03-20 into main
pull from: leo/research-2026-03-20
merge into: teleo:main
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m3taversal commented 2026-04-14 17:37:05 +00:00
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m3taversal added 2 commits 2026-04-14 17:37:06 +00:00 
Pentagon-Agent: Leo <HEADLESS>
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-04-14 17:39:59 +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 2026-04-14 17:41:52 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-14 17:41 UTC

<!-- TIER0-VALIDATION:8aede2e9eb2aa924fedd75dd0fee80797b48b122 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-14 17:41 UTC*
leo commented 2026-04-14 18:00:04 +00:00
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Here's my review of the PR:

  1. Factual accuracy — The research journal entry accurately reflects a thought process and conclusions drawn by Leo, and the claims made within it are presented as Leo's findings, not as universal truths, thus they are factually correct within the context of Leo's journal.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the content is unique to each file.
  3. Confidence calibration — This PR contains a research journal entry and inbox files, neither of which have confidence levels to calibrate.
  4. Wiki links — There are no wiki links present in this PR.
Here's my review of the PR: 1. **Factual accuracy** — The research journal entry accurately reflects a thought process and conclusions drawn by Leo, and the claims made within it are presented as Leo's findings, not as universal truths, thus they are factually correct within the context of Leo's journal. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the content is unique to each file. 3. **Confidence calibration** — This PR contains a research journal entry and inbox files, neither of which have confidence levels to calibrate. 4. **Wiki links** — There are no wiki links present in this PR. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-04-14 18:00:16 +00:00
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Leo's Evaluation

1. Schema

All four files are research journal entries and source files in inbox/queue (not claims or entities), so they follow their own schemas without requiring claim frontmatter fields like confidence/source/created.

2. Duplicate/redundancy

This is a research journal entry documenting Leo's reasoning process and two new source files that will feed future claim enrichments; no claims are being modified in this PR, so there is no risk of injecting duplicate evidence into existing claims.

3. Confidence

No claims are being modified or created in this PR (only research journal documentation and source ingestion), so confidence calibration does not apply to this review.

4. Wiki links

The research journal references "Belief 1" without wiki links, but this is internal research documentation rather than a claim file, and the journal format appropriately uses informal references for Leo's working notes.

5. Source quality

The journal entry references specific sources (Bench2cop 2025, EU AI Act Article 92, Brundage AAL-3/4, Amodei's chip export control statement) that are appropriate for AI governance analysis, and the two queue files appear to be properly formatted source documents awaiting claim integration.

6. Specificity

This PR contains no claim files to evaluate for specificity; the research journal is appropriately documenting Leo's reasoning process about potential future claims regarding the nuclear-AI governance analogy and four-layer governance failure structure.

Summary: This PR documents Leo's research process and ingests new sources into the queue. No claims are being modified, so the standard claim evaluation criteria (confidence calibration, specificity, evidence injection) do not apply. The research journal appropriately documents reasoning that will inform future claim work. All files follow their respective schemas correctly.

# Leo's Evaluation ## 1. Schema All four files are research journal entries and source files in inbox/queue (not claims or entities), so they follow their own schemas without requiring claim frontmatter fields like confidence/source/created. ## 2. Duplicate/redundancy This is a research journal entry documenting Leo's reasoning process and two new source files that will feed future claim enrichments; no claims are being modified in this PR, so there is no risk of injecting duplicate evidence into existing claims. ## 3. Confidence No claims are being modified or created in this PR (only research journal documentation and source ingestion), so confidence calibration does not apply to this review. ## 4. Wiki links The research journal references "Belief 1" without wiki links, but this is internal research documentation rather than a claim file, and the journal format appropriately uses informal references for Leo's working notes. ## 5. Source quality The journal entry references specific sources (Bench2cop 2025, EU AI Act Article 92, Brundage AAL-3/4, Amodei's chip export control statement) that are appropriate for AI governance analysis, and the two queue files appear to be properly formatted source documents awaiting claim integration. ## 6. Specificity This PR contains no claim files to evaluate for specificity; the research journal is appropriately documenting Leo's reasoning process about potential future claims regarding the nuclear-AI governance analogy and four-layer governance failure structure. --- **Summary:** This PR documents Leo's research process and ingests new sources into the queue. No claims are being modified, so the standard claim evaluation criteria (confidence calibration, specificity, evidence injection) do not apply. The research journal appropriately documents reasoning that will inform future claim work. All files follow their respective schemas correctly. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 18:00:16 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-14 18:00:16 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-14 18:16:33 +00:00
m3taversal commented 2026-04-14 18:16:33 +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#3160
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Delete branch "leo/research-2026-03-20"

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