{
"name": "Misapplication of Logic",
"type": "rational_failure",
"domain": "inference",
"dimension": "cognitive",
"description": "The use of correct logic structures in contexts where their assumptions are invalid.",
"impact_on": ["deductive reasoning", "rule-based systems"],
"mitigation": ["Context-matching validators", "Assumption mapping layer"],
"tags": ["logic_error", "inference", "assumption_violation"],
"version": "1.0.0",
"last_updated": "2025-06-04"
},
{
"name": "Correlation vs Causation",
"type": "rational_failure",
"domain": "statistical_reasoning",
"dimension": "cognitive",
"description": "Mistaking correlation between variables as evidence of causation without additional verification.",
"impact_on": ["predictive modeling", "risk assessment"],
"mitigation": ["Causal inference modules", "Temporal analysis filters"],
"tags": ["rational_error", "causality", "false_inference"],
"version": "1.0.0",
"last_updated": "2025-06-04"
},
{
"name": "Neglect of Probability",
"type": "rational_failure",
"domain": "probabilistic_reasoning",
"dimension": "cognitive",
"description": "Failure to properly integrate likelihood into decision-making frameworks, especially under uncertainty.",
"impact_on": ["risk evaluation", "uncertainty modeling"],
"mitigation": ["Bayesian updating", "Monte Carlo simulations"],
"tags": ["probability", "risk", "uncertainty"],
"version": "1.0.0",
"last_updated": "2025-06-04"
}