{
  "title": "loudink-v1 v0.4 \u2014 daily-Mac product max",
  "date": "2026-07-08",
  "version": "0.4.0-daily",
  "bars": {
    "writing_p50_ms_le_250": true,
    "writing_neural_daily_ge_80": true,
    "ir_neural_ge_45": true,
    "daily_mac_expanded": true,
    "writing_daily_shipped": 1.0,
    "writing_daily_neural": 0.8636,
    "writing_daily_p50_ms": 181,
    "computer_daily_shipped": 1.0,
    "multi_step_shipped": 1.0,
    "ir_neural_n112": 0.4643,
    "overall_daily_mac": 1.0,
    "n_daily_mac": 56
  },
  "stack": {
    "writer": "artifacts/sft_loudink_v1_rft_daily/adapters",
    "ir": "artifacts/sft_loudink_v1_ir_honesty/adapters",
    "polish": "structural"
  },
  "methods": [
    "lean_chat_prompts",
    "adaptive_max_tokens",
    "honesty_safe_polish_fast_path",
    "daily_rft_expert_iteration",
    "micro_gold_sft_residual_fails",
    "ir_honesty_transcript_first_gold_sft",
    "sequence_plan_to_compact_ir",
    "finder_gmail_calendar_shortcuts_search_fp"
  ],
  "measurements": {
    "daily_mac": "artifacts/benchmarks/loudink_v1/daily_mac/loudink_v1_daily_mac_measurement.json",
    "ir_honesty": "artifacts/benchmarks/loudink_v1/ir_honesty/loudink_v1_ir_honesty_measurement.json",
    "scorecard": "artifacts/loudink_v1/product_scorecard.json"
  }
}