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1. What Happens When Superhuman AIs Compete for Control?

   Steven Veld · AI Futures Project

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2. Automatic differentiation

   Contributors to Wikimedia projects · Wikimedia Foundation, Inc.

   In mathematics and computer algebra, automatic differentiation (auto-differentiation, autodiff, or AD), also called algorithmic differentiation, computational differentiation, and differentiation arithmetic[1][2][3][4] is a set of techniques to evaluate the partial derivative of a function specified by a computer program. Automatic differentiation enables the simultaneous computation of the numerical values of arbitrarily complex functions and their derivatives using only the function itself; no