{
  "model_type": "verantyx-hle",
  "architectures": ["VerantyxHLESolver"],
  "task": "humanity-last-exam",
  "approach": "rule-based-symbolic",
  "framework": "pure-python",
  "score": {
    "full_2500": "115/2500 = 4.6%",
    "method": "atom_cross + knowledge_match + cross_decompose"
  },
  "llm": false,
  "neural_network": false,
  "pattern_detectors": false,
  "concept_boost": false,
  "mcq_strategy": "always_answer",
  "wrong_answer_penalty": false,
  "requirements": "Python 3.8+ (wikipedia API only)"
}