{
  "rejected_claims": [
    {
      "filename": "rlhf-alignment-trilemma-proves-no-system-can-simultaneously-achieve-representativeness-tractability-and-robustness.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    },
    {
      "filename": "rlhf-pathologies-are-computational-necessities-not-implementation-bugs-because-preference-collapse-sycophancy-and-bias-amplification-follow-from-trilemma-constraints.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    }
  ],
  "validation_stats": {
    "total": 2,
    "kept": 0,
    "fixed": 6,
    "rejected": 2,
    "fixes_applied": [
      "rlhf-alignment-trilemma-proves-no-system-can-simultaneously-achieve-representativeness-tractability-and-robustness.md:set_created:2026-03-16",
      "rlhf-alignment-trilemma-proves-no-system-can-simultaneously-achieve-representativeness-tractability-and-robustness.md:stripped_wiki_link:universal-alignment-is-mathematically-impossible-because-Arr",
      "rlhf-alignment-trilemma-proves-no-system-can-simultaneously-achieve-representativeness-tractability-and-robustness.md:stripped_wiki_link:single-reward-rlhf-cannot-align-diverse-preferences-because-",
      "rlhf-pathologies-are-computational-necessities-not-implementation-bugs-because-preference-collapse-sycophancy-and-bias-amplification-follow-from-trilemma-constraints.md:set_created:2026-03-16",
      "rlhf-pathologies-are-computational-necessities-not-implementation-bugs-because-preference-collapse-sycophancy-and-bias-amplification-follow-from-trilemma-constraints.md:stripped_wiki_link:emergent-misalignment-arises-naturally-from-reward-hacking-a",
      "rlhf-pathologies-are-computational-necessities-not-implementation-bugs-because-preference-collapse-sycophancy-and-bias-amplification-follow-from-trilemma-constraints.md:stripped_wiki_link:single-reward-rlhf-cannot-align-diverse-preferences-because-"
    ],
    "rejections": [
      "rlhf-alignment-trilemma-proves-no-system-can-simultaneously-achieve-representativeness-tractability-and-robustness.md:missing_attribution_extractor",
      "rlhf-pathologies-are-computational-necessities-not-implementation-bugs-because-preference-collapse-sycophancy-and-bias-amplification-follow-from-trilemma-constraints.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-16"
}