{
  "id": "delta-state-compression-for-long-context",
  "title": "Delta-State Compression for Long Context",
  "summary": "Combine recent validated techniques into a productizable artifact.",
  "source": "student_autonomy",
  "kind": "invention",
  "path": "inventions/delta-state-compression-for-long-context",
  "delivery_mode": "prototype",
  "release_tier": "prototype",
  "release_verification_status": "not_run",
  "created_at": "2026-03-31 14:28:30",
  "updated_at": "2026-05-22 22:26:55",
  "project_entrypoint": "run_demo.py",
  "smoke_test_status": "passed",
  "smoke_test_output": "{ \"recommended\": \"context-long\", \"average_score\": 4.453, \"plans\": [ { \"workload\": \"chat-short\", \"compression\": \"cache-aware\", \"precision\": \"mixed-int8\", \"state_policy\": \"stateful-streaming\", \"expected_score\": 4.105 }, { \"workload\": \"analysis-medium\", \"compression\": \"cache-aware\", \"precision\": \"mixed-int8\", \"state_policy\": \"stateful-streaming\", \"expected_score\": 4.166 }, { \"workload\": \"context-long\", \"compression\": \"cache-aware\", \"precision\": \"mixed-int8\", \"state_policy\": \"stateful-streaming\", \"e",
  "generated_files": 6,
  "project_generated_at": "2026-05-22 22:26:52",
  "source_hypothesis_id": "hyp-delta-state-compression-for-long-context",
  "source_exp_path": "experiments\\exp_self.20260314184953.002_20260314_185025",
  "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 \"delta_state_compression_for_long_context\"",
      "passed": false,
      "returncode": 1,
      "timed_out": false,
      "stdout_excerpt": "Listing 'delta_state_compression_for_long_context'...\nCompiling 'delta_state_compression_for_long_context/cache_manager.py'...\n*** Sorry: IndentationError: expected an indented block after function definition on line 3 (cache_manager.py, line 4)\nCompiling 'delta_state_compression_for_long_context/caching.py'...\n*** Sorry: IndentationError: expected an indented block after function definition on line 1 (caching.py, line 3)\nCompiling 'delta_state_compression_for_long_context/compact_states.py'...\n***   File \"delta_state_compression_for_long_context/compact_states.py\", line 5\n    diff_sequence = [prev_state] for item in state_list:\n                                 ^^^\nSyntaxError: invalid syntax\n\nCompiling 'delta_state_compression_for_long_context/compression_utils.py'...\n***   File \"delta_state_compression_for_long_context/compression_utils.py\", line 8\n    deimport sys\n    ^^^^^^^^\nSyntaxError: invalid syntax. Did you mean 'import'?\n\nListing 'delta_state_compression_for_long_context/core'...\nCompiling 'delta_state_compression_for_long_context/delta_compression_util.py'...\n***   File \"delta_state_compression_for_long_context/delta_compression_util.py\", line 7\n    return {'e': rounded_n, 'pi': rounded_pi}\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nSyntaxError: 'return' outside function\n\nCompiling 'delta_state_compression_for_long_context/module.py'...\n***   File \"delta_state_compression_for_long_context/module.py\", line 4\n    class CompressedContextManager:    def get_cache(self): return []\n                                       ^^^\nSyntaxError: invalid syntax\n\nCompiling 'de",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" run_demo.py",
      "passed": true,
      "returncode": 0,
      "timed_out": false,
      "stdout_excerpt": "{\n  \"recommended\": \"context-long\",\n  \"average_score\": 4.453,\n  \"plans\": [\n    {\n      \"workload\": \"chat-short\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"mixed-int8\",\n      \"state_policy\": \"stateful-streaming\",\n      \"expected_score\": 4.105\n    },\n    {\n      \"workload\": \"analysis-medium\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"mixed-int8\",\n      \"state_policy\": \"stateful-streaming\",\n      \"expected_score\": 4.166\n    },\n    {\n      \"workload\": \"context-long\",\n      \"compression\": \"cache-aware\",\n      \"precision\": \"mixed-int8\",\n      \"state_policy\": \"stateful-streaming\",\n      \"expected_score\": 5.088\n    }\n  ]\n}\nINVENTION_SMOKE_TEST: PASS",
      "stderr_excerpt": ""
    },
    {
      "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m pytest -q",
      "passed": false,
      "returncode": 1,
      "timed_out": false,
      "stdout_excerpt": "",
      "stderr_excerpt": "/home/corbybender/ares/.venv-linux/bin/python: No module named pytest"
    }
  ],
  "project_status": "verification_failed",
  "verification_failure": {
    "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m compileall \"delta_state_compression_for_long_context\"",
    "reason": ""
  }
}