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Natural statistics support a rational account of confidence biases

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q-bio.NC 1

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Confidence is detection-like in high-dimensional spaces

q-bio.NC · 2024-10-24 · unverdicted · novelty 7.0

Bayesian confidence in high-dimensional SDT spaces exhibits detection-like properties due to normalization over unchosen alternatives, providing a rational explanation for positive evidence biases in humans and CNNs.

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  • Confidence is detection-like in high-dimensional spaces q-bio.NC · 2024-10-24 · unverdicted · none · ref 14

    Bayesian confidence in high-dimensional SDT spaces exhibits detection-like properties due to normalization over unchosen alternatives, providing a rational explanation for positive evidence biases in humans and CNNs.