Open Internet by MindsNet

Reconciling AI Bias with Human Cognition

The discrepancy between human cognition, which relies heavily on biases and heuristics, and AI systems, which aim for bias-free decision-making, presents a fundamental challenge. Human intelligence utilizes cognitive biases as part of normal cognition, whereas most AI systems lack long-term behavioral bias. This mismatch raises questions about whether AI should model human-like biases or maintain the goal of bias-free processing.

Social Sciences, Psychology, Cognitive Psychology