{
  "feature_name": "model-grounded-detection",
  "created_at": "2026-09-08T00:00:00Z",
  "updated_at": "2026-09-08T02:00:00Z",
  "language": "en",
  "phase": "requirements",
  "approvals": {
    "requirements": {
      "generated": true,
      "approved": false
    },
    "design": {
      "generated": false,
      "approved": false
    },
    "tasks": {
      "generated": false,
      "approved": false
    }
  },
  "ready_for_implementation": false,
  "supersedes": [
    "learning-harness",
    "constrained-detector"
  ],
  "depends_on": [],
  "approval_note": "2026-09-08 corrective brief drafted at the maintainer's direction ('can you produce a corrective spec that supersedes the project and sets a course'). Written after the learning-harness evolve rounds produced zero decisions distinguishable from noise, and after researching Clearwing (/home/mc/Source/clearwing, fork norandom/deepwing), Google Big Sleep, and the DARPA AIxCC 2025 finals. Not approved; requirements not generated. The central recommendation is to adopt Clearwing as the execution substrate rather than rebuild, and to contribute the web/logic detection path (taxonomy + IR candidate enumeration + obligation checker + a differential web oracle) that Clearwing's crash-oracle model does not reach. ; 2026-09-08 renamed execution-grounded-detection -> model-grounded-detection after the maintainer's correction: execution is not possible for all SAST targets and the bugs we own do not crash, so the arbiter is a program model built deterministically from code (IR candidate enumeration, binding-chain dataflow, obligation/guard-dominance) that checks LLM claims, producing a static evidence ladder (suspicion -> model_corroborated -> model_entailed); execution is a deferred tier for memory-safety-in-C only, adopted from Clearwing when a class needs it. ; 2026-09-08 requirements generated at the maintainer's direction ('write the requirements, and include to throw away broken parts. include the reduction of tests to what makes sense. I think there is an outgrowth problem here'): subtraction is Req 1-3 (remove the noise architecture, reduce 832 tests to surviving behavior, audit 99 modules for orphans) and precedes adoption of the Joern CPG arbiter (Req 4-8), the corpus as calibration set (Req 9), and the deferred Clearwing execution tier (Req 10)."
}