{
  "id": "tiered-precision-state-cache-tpsc",
  "title": "Tiered Precision State Cache (TPSC)",
  "summary": "Tiered Precision State Cache (TPSC) -> Success (score=6.58). Promote this line toward an invention brief.",
  "source": "student_autonomy",
  "kind": "invention",
  "path": "inventions/tiered-precision-state-cache-tpsc",
  "created_at": "2026-03-09 07:00:09",
  "updated_at": "2026-05-22 22:12:54",
  "project_status": "verification_failed",
  "project_entrypoint": "run_demo.py",
  "smoke_test_status": "passed",
  "smoke_test_output": "{ \"recommended\": \"chat-short\", \"average_score\": 2.647, \"plans\": [ { \"workload\": \"chat-short\", \"compression\": \"cache-aware\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 3.35 }, { \"workload\": \"analysis-medium\", \"compression\": \"cache-aware\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 2.55 }, { \"workload\": \"context-long\", \"compression\": \"cache-aware\", \"precision\": \"fp16\", \"state_policy\": \"baseline\", \"expected_score\": 2.04 } ] } INVENTION_SMOKE_TEST: PAS",
  "generated_files": 6,
  "project_generated_at": "2026-05-22 22:12:52",
  "source_hypothesis_id": "hyp-tiered-precision-state-cache-tpsc",
  "source_exp_path": "experiments\\exp_self.20260314194213.017_20260314_194240",
  "delivery_mode": "prototype",
  "release_tier": "prototype",
  "release_verification_status": "not_run",
  "verification_status": "failed",
  "verification_results": [
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m py_compile \"run_demo.py\"",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m compileall \"tiered_precision_state_cache_tpps\" \"tiered_precision_state_cache_tpsc\"",
      "passed": false,
      "returncode": 1,
      "timed_out": false,
      "stdout_excerpt": "Listing 'tiered_precision_state_cache_tpps'...\nListing 'tiered_precision_state_cache_tpsc'...\nCompiling 'tiered_precision_state_cache_tpsc/cache.py'...\n*** Sorry: IndentationError: unexpected unindent (cache.py, line 17)\nCompiling 'tiered_precision_state_cache_tpsc/cache_controller.py'...\n***   File \"tiered_precision_state_cache_tpsc/cache_controller.py\", line 12\n    return '\n           ^\nSyntaxError: unterminated string literal (detected at line 12)\n\nCompiling 'tiered_precision_state_cache_tpsc/cache_manager.py'...\n***   File \"tiered_precision_state_cache_tpsc/cache_manager.py\", line 48\n    \"\"\"Fetch the exact data point if exists or predict based on low-prec state.\"\"\n    ^\nSyntaxError: unterminated triple-quoted string literal (detected at line 53)\n\nCompiling 'tiered_precision_state_cache_tpsc/cache_tier.py'...\n*** Sorry: IndentationError: expected an indented block after class definition on line 3 (cache_tier.py, line 4)\nCompiling 'tiered_precision_state_cache_tpsc/caching_mechanisms.py'...\n*** Sorry: IndentationError: expected an indented block after function definition on line 3 (caching_mechanisms.py, line 5)\nCompiling 'tiered_precision_state_cache_tpsc/data_manager.py'...\n***   File \"tiered_precision_state_cache_tpsc/data_manager.py\", line 8\n    return {'value': 54, 'precision': 'high'}) # Demonstrative only.\n                                             ^\nSyntaxError: unmatched ')'\n\nCompiling 'tiered_precision_state_cache_tpsc/precision_state_cache.py'...\n***   File \"tiered_precision_state_cache_tpsc/precision_state_cache.py\", line 29\n    dump = '\n           ^\nSyntaxE",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" run_demo.py",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "{\n  \"recommended\": \"chat-short\",\n  \"average_score\": 2.647,\n  \"plans\": [\n    {\n      \"workload\": \"chat-short\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 3.35\n    },\n    {\n      \"workload\": \"analysis-medium\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 2.55\n    },\n    {\n      \"workload\": \"context-long\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"fp16\",\n      \"state_policy\": \"baseline\",\n      \"expected_score\": 2.04\n    }\n  ]\n}\nINVENTION_SMOKE_TEST: PASS",
      "stderr_excerpt": ""
    }
  ],
  "verification_failure": {
    "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m compileall \"tiered_precision_state_cache_tpps\" \"tiered_precision_state_cache_tpsc\"",
    "reason": ""
  }
}