{
  "sources": [
    {
      "id": "nvidia-pinned-card",
      "url": "https://huggingface.co/nvidia/GLM-5.3-Flash-FP4-Local/blob/76348ddb2be2e35e39ecfc00e75dc07703f4f3d5/README.md",
      "published_or_observed": "2026-10-16",
      "observed_at": "2026-10-17T07:15:09.304105+00:00",
      "age_class": "current",
      "evidence_type": "official-model-card-external-prior",
      "hardware_runtime_relevance": "Two 96 GB Blackwell GPUs; same supplied pinned image and launch flags with comparison limits and containment",
      "decision_impact": "Defines pinned candidate launch. Initial local context17/18; unchanged full replay18/18 and originally failed case3/3follow-ups. No cause-matched defect or configuration repair established."
    },
    {
      "id": "incumbent-natural-baseline",
      "url": "https://github.com/fakoli/anvil-serving/blob/c721ad95cec8d9bd73b4ae762ca568fbf976c9e1/docs/findings/2026-10-16-glm-natural-baseline.md",
      "published_or_observed": "2026-10-16",
      "observed_at": "2026-10-17T07:15:09.304105+00:00",
      "age_class": "current",
      "evidence_type": "retained-local-benchmark",
      "hardware_runtime_relevance": "Same incumbent and GPUs, routed request path differs",
      "decision_impact": "Motivates fresh direct controls; preserve historical budget and coding failures"
    },
    {
      "id": "pinned-container-build-source",
      "url": "https://github.com/local-inference-lab/blackwell-llm-docker/commit/6a833b698f0b41a9c12922343553eee419b9f465",
      "published_or_observed": "2026-10-17",
      "observed_at": "2026-10-17T08:28:26.304029+00:00",
      "age_class": "current",
      "evidence_type": "primary-source-build-revision",
      "hardware_runtime_relevance": "Exact OCI build-source label; distinct from runtime short version0.1.dev21830+g8244d1c44",
      "decision_impact": "Formatting-only launcher change; no cause-matched context correctness defect established. See diagnostic-research.md."
    }
  ]
}