{
  "id": "frequency-modulated-state-spaces-fmss",
  "title": "Frequency-Modulated State Spaces (FMSS)",
  "summary": "Combine recent validated techniques into a productizable artifact.",
  "source": "student_autonomy",
  "kind": "invention",
  "path": "inventions/frequency-modulated-state-spaces-fmss",
  "created_at": "2026-03-12 07:18:37",
  "updated_at": "2026-05-22 22:30:53",
  "project_status": "verification_failed",
  "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 22:30:52",
  "source_hypothesis_id": "hyp-frequency-modulated-state-spaces-fmss",
  "source_exp_path": "experiments\\exp_self.20260312071726.002_20260312_071812",
  "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 \"frequency_modulated_state Spaces_fmss\" \"frequency_modulated_state_spaces_fmss\" \"frequency_modulated_state_spaces_nmss\"",
      "passed": false,
      "returncode": 1,
      "timed_out": false,
      "stdout_excerpt": "Listing 'frequency_modulated_state Spaces_fmss'...\nListing 'frequency_modulated_state_spaces_fmss'...\nCompiling 'frequency_modulated_state_spaces_fmss/_state_space.py'...\n*** Sorry: IndentationError: unexpected indent (_state_space.py, line 6)\nCompiling 'frequency_modulated_state_spaces_fmss/cache_handler.py'...\n*** Sorry: IndentationError: expected an indented block after class definition on line 2 (cache_handler.py, line 4)\nCompiling 'frequency_modulated_state_spaces_fmss/cache_manager.py'...\nCompiling 'frequency_modulated_state_spaces_fmss/cache_provider.py'...\n*** Sorry: TabError: inconsistent use of tabs and spaces in indentation (cache_provider.py, line 7)\nListing 'frequency_modulated_state_spaces_fmss/core'...\nCompiling 'frequency_modulated_state_spaces_fmss/fm_state_factory.py'...\n***   File \"frequency_modulated_state_spaces_fmss/fm_state_factory.py\", line 5\n    class FMStateFactory:    @staticmethod      def generate_example_states():          \"\"\"Generates a simple sequence of 10 Frequency Modulated States for demonstration purposes.\"\"\n                                                                                        ^\nSyntaxError: unterminated triple-quoted string literal (detected at line 6)\n\nCompiling 'frequency_modulated_state_spaces_fmss/fmod_freq.py'...\n*** Sorry: IndentationError: expected an indented block after class definition on line 2 (fmod_freq.py, line 3)\nListing 'frequency_modulated_state_spaces_fmss/frequency_modulated_state_spaces_fmss'...\nCompiling 'frequency_modulated_state_spaces_fmss/main.py'...\n***   File \"frequency_modulated_state_spaces",
      "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": ""
    }
  ],
  "verification_failure": {
    "command": "\"/home/corbybender/ares/.venv-linux/bin/python\" -m compileall \"frequency_modulated_state Spaces_fmss\" \"frequency_modulated_state_spaces_fmss\" \"frequency_modulated_state_spaces_nmss\"",
    "reason": ""
  }
}