{ "dataset_name": "quantum-lean-hard-vvuq-dataset", "version": "1.0.0", "description": "Hard Lean verification and repair dataset focusing on type theory, tactic sequences, and proof strategies", "purpose": "Demonstrate Physics World Model (PWM) effectiveness in NeurIPS experiments", "difficulty_levels": { "easy": "Basic tactic completion", "hard": "Complex reasoning required", "expert": "Advanced type theory and proof strategies" }, "categories": { "type_theory": "Type coercion, dependent types, universe levels", "tactic_sequence": "Incorrect tactic choices and ordering", "proof_strategy": "Wrong high-level proof approaches", "advanced_type_theory": "Higher-order reasoning patterns", "baseline": "Simple problems for comparison" }, "pwm_levels": { "W1": "Basic Lean syntax and simple tactics", "W2": "Intermediate proof patterns and mathematical reasoning", "W3": "Advanced type theory and complex proof strategies" }, "requirements": { "RequirementLEAN": "All problems must be verified with actual Lean compilation", "RequirementPWM": "Complete problem sets provided in prompts" }, "expected_behavior": { "Method_A": "Should fail on hard/expert problems", "Method_E": "Should succeed with W3 knowledge", "Differentiation": "Clear performance gradient across methods A-E" } }