[
{
"name": "Anchoring Bias",
"type": "cognitive_bias",
"domain": "decision_influence",
"dimension": "cognitive",
"description": "The tendency to rely too heavily on the first piece of information encountered (the anchor) when making decisions.",
"impact_on": ["judgment", "risk analysis", "calibration"],
"mitigation": ["Introduce delay before finalizing decisions", "Compare multiple reference points"],
"tags": ["bias", "heuristics", "anchoring"],
"version": "1.0.0",
"last_updated": "2025-06-04"
},
{
"name": "Confirmation Bias",
"type": "cognitive_bias",
"domain": "information_filtering",
"dimension": "cognitive",
"description": "The tendency to seek, interpret, and recall information in a way that confirms existing beliefs or hypotheses.",
"impact_on": ["data interpretation", "ethics alignment", "loop reinforcement"],
"mitigation": ["Cross-source validation", "Introduce adversarial review mechanisms"],
"tags": ["bias", "filtering", "confirmation"],
"version": "1.0.0",
"last_updated": "2025-06-04"
},
{
"name": "Dunning-Kruger Effect",
"type": "cognitive_bias",
"domain": "meta-cognition",
"dimension": "cognitive",
"description": "A cognitive distortion where individuals with low ability overestimate their competence, while experts may underestimate theirs.",
"impact_on": ["self-assessment", "confidence scoring", "training loops"],
"mitigation": ["Introduce ability-weighted feedback loops", "Benchmark against verified skill metrics"],
"tags": ["bias", "self-assessment", "overconfidence"],
"version": "1.0.0",
"last_updated": "2025-06-04"
}
]