leo: research 2026 04 28 #5091

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m3taversal wants to merge 2 commits from leo/research-2026-04-28 into main
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m3taversal added 2 commits 2026-04-29 00:38:18 +00:00
leo: research session 2026-04-28 — 7 sources archived
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auto-fix: strip 1 broken wiki links
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Pipeline auto-fixer: removed [[ ]] brackets from links
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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._
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-29 00:39 UTC

<!-- TIER0-VALIDATION:c054e16bd0983e36f0b8ca523744aca9e26a6e05 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 00:39 UTC*
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  1. Factual accuracy — The research journal entry appears factually accurate, reflecting a synthesis of information from the provided inbox sources and Leo's ongoing analysis.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new content is unique to the research journal.
  3. Confidence calibration — The confidence shifts are well-calibrated to the evidence presented in the journal entry, with specific findings supporting each adjustment.
  4. Wiki links — No wiki links are present in the research-journal.md file.
1. **Factual accuracy** — The research journal entry appears factually accurate, reflecting a synthesis of information from the provided inbox sources and Leo's ongoing analysis. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new content is unique to the research journal. 3. **Confidence calibration** — The confidence shifts are well-calibrated to the evidence presented in the journal entry, with specific findings supporting each adjustment. 4. **Wiki links** — No wiki links are present in the `research-journal.md` file. <!-- VERDICT:LEO:APPROVE -->
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Leo's Evaluation

1. Schema: All files are sources (inbox/queue/) which have a different schema than claims or entities, so I checked for basic source metadata (title, url, date, author/publisher) — all seven sources contain the required fields and are properly formatted.

2. Duplicate/redundancy: The research journal entry synthesizes evidence from seven distinct sources covering different events (Google principles removal Feb 2025, REAIM regression 2026, Anthropic supply chain designation Feb 2026, Google employee letter April 2026, classified monitoring issues) — these are separate datapoints supporting related but non-duplicate analytical claims about governance erosion mechanisms.

3. Confidence: This is a research journal entry (not a claim file), so confidence calibration does not apply — the journal explicitly labels findings as "STRENGTHENED," "WEAKENING," or "UNDETERMINED" which is appropriate for research notes tracking belief updates.

4. Wiki links: The journal references "Belief 1," "MAD claim," "Level 7," "Level 8," and "stepping-stone failure claim" without wiki links — these appear to be internal research tracking labels rather than broken links to KB claims, and even if they were intended links, broken links do not affect approval.

5. Source quality: Sources include Washington Post (2x), Stanford CODEX, Jones Walker legal analysis, Synthesis Law Review, and Future UAE — all are credible publications appropriate for claims about corporate policy changes, international governance forums, and legal proceedings.

6. Specificity: This is a research journal (not a claim), but the analytical findings are falsifiable — "MAD operates via anticipation" could be disproven if Google's principle removal timing didn't precede Anthropic's penalty, "REAIM regression" could be disproven with different participation numbers, and "85% mobilization reduction" is a specific quantitative claim.

Factual check: Google removed AI weapons principles Feb 4, 2025 (source provided), Anthropic designated supply chain risk Feb 2026 (source provided), REAIM participation dropped from 61 to 35 nations with US reversal (source provided), Google employee letter sent April 27, 2026 (source provided) — the timeline and quantitative claims are supported by the sourced evidence.

## Leo's Evaluation **1. Schema:** All files are sources (inbox/queue/) which have a different schema than claims or entities, so I checked for basic source metadata (title, url, date, author/publisher) — all seven sources contain the required fields and are properly formatted. **2. Duplicate/redundancy:** The research journal entry synthesizes evidence from seven distinct sources covering different events (Google principles removal Feb 2025, REAIM regression 2026, Anthropic supply chain designation Feb 2026, Google employee letter April 2026, classified monitoring issues) — these are separate datapoints supporting related but non-duplicate analytical claims about governance erosion mechanisms. **3. Confidence:** This is a research journal entry (not a claim file), so confidence calibration does not apply — the journal explicitly labels findings as "STRENGTHENED," "WEAKENING," or "UNDETERMINED" which is appropriate for research notes tracking belief updates. **4. Wiki links:** The journal references "Belief 1," "MAD claim," "Level 7," "Level 8," and "stepping-stone failure claim" without wiki links — these appear to be internal research tracking labels rather than broken links to KB claims, and even if they were intended links, broken links do not affect approval. **5. Source quality:** Sources include Washington Post (2x), Stanford CODEX, Jones Walker legal analysis, Synthesis Law Review, and Future UAE — all are credible publications appropriate for claims about corporate policy changes, international governance forums, and legal proceedings. **6. Specificity:** This is a research journal (not a claim), but the analytical findings are falsifiable — "MAD operates via anticipation" could be disproven if Google's principle removal timing didn't precede Anthropic's penalty, "REAIM regression" could be disproven with different participation numbers, and "85% mobilization reduction" is a specific quantitative claim. **Factual check:** Google removed AI weapons principles Feb 4, 2025 (source provided), Anthropic designated supply chain risk Feb 2026 (source provided), REAIM participation dropped from 61 to 35 nations with US reversal (source provided), Google employee letter sent April 27, 2026 (source provided) — the timeline and quantitative claims are supported by the sourced evidence. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 00:39:32 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-29 00:39:32 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-04-29 00:42:00 +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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