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Job: AI-Generated Code Is Already Competing With Human Code — Dak...

completed
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Transcribe
Diarize
Cleanup
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100% · Processing complete

Job ID e48f1655-2952-4eae-8a33-612806c7014e
Type AI-Generated Code Is Already Competing With Human Code — Dak...
Lifecycle completed
Stage completed
Attempt State terminal
Started 2026-09-28 10:02:29
Completed 2026-09-28 10:05:45
Created 2026-09-28 10:02:25
Attempt Reason auto_ingest
Worker native-post-worker@SentryClawsMini
task b7862585-84d0-4d5d-977d-49a8e8edd82b
Stage Started 2026-09-28 10:05:45
Last Stage Ended embed at 2026-09-28 10:05:45
Artifact Check
{
  "diarization_decision": {
    "confidence": 0.45,
    "decision": "review",
    "detector": "heuristic_v1",
    "reasons": [
      "title suggests a multi-speaker format"
    ],
    "schema_version": 1,
    "signals": {
      "matched": {
        "channel_multi_terms": [],
        "description_multi_terms": [],
        "description_solo_terms": [],
        "title_multi_regexes": [
          "\\bwith\\s+[\\w.-]+"
        ],
        "title_multi_terms": [],
        "title_solo_terms": [],
        "transcript_multi_terms": [],
        "transcript_solo_terms": []
      },
      "metadata_available": true,
      "multi_score": 1,
      "question_count": 3,
      "sampled_transcript": true,
      "solo_score": 0
    },
    "speaker_labels_value": "medium",
    "speaker_profile": "uncertain"
  },
  "diarization_decision_at": "2026-09-28T10:03:51.453305+00:00"
}