A golden-ratio partition of information and the balance between prediction and surprise: a neuro-cognitive route to antifragility

arXiv:2602.15266v1 Announce Type: cross Abstract: Adaptive systems must strike a balance between prediction and surprise to thrive in uncertain environments. We propose an information-theoretic balance function, $ f(p) = -(1 - p)\ln(1 - p) + \ln p $, which quantifies the net i...

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