{
  "rejected_claims": [
    {
      "filename": "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    },
    {
      "filename": "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    }
  ],
  "validation_stats": {
    "total": 2,
    "kept": 0,
    "fixed": 8,
    "rejected": 2,
    "fixes_applied": [
      "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md:set_created:2026-03-19",
      "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md:stripped_wiki_link:safe-AI-development-requires-building-alignment-mechanisms-b",
      "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md:stripped_wiki_link:voluntary-safety-pledges-cannot-survive-competitive-pressure",
      "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md:stripped_wiki_link:AI-transparency-is-declining-not-improving-because-Stanford-",
      "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md:set_created:2026-03-19",
      "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md:stripped_wiki_link:voluntary-safety-pledges-cannot-survive-competitive-pressure",
      "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md:stripped_wiki_link:Anthropics-RSP-rollback-under-commercial-pressure-is-the-fir",
      "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md:stripped_wiki_link:only-binding-regulation-with-enforcement-teeth-changes-front"
    ],
    "rejections": [
      "frontier-ai-auditing-limited-to-voluntary-collaborative-model-because-deception-resilient-verification-not-technically-feasible.md:missing_attribution_extractor",
      "voluntary-collaborative-auditing-shares-structural-weakness-of-responsible-scaling-policies-requiring-lab-cooperation-to-function.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-19"
}