{"id":"openai-math/The-free-energy-of-the-Ising-random-perceptron","pdf":"https://github.com/openai/math/blob/main/preprints/The-free-energy-of-the-Ising-random-perceptron-September-24-2026/The-free-energy-of-the-Ising-random-perceptron-September-24-2026.pdf","url":"https://github.com/openai/math/tree/main/preprints/The-free-energy-of-the-Ising-random-perceptron-September-24-2026","tags":["statistical-physics","spin-glasses","neural-networks","random-perceptron"],"score":0,"title":"The free energy of the Ising random perceptron","domain":"Probability and statistical mechanics","family":"222","origin":"ai-generated","source":"openai-math","authors":["OpenAI"],"reviews":0,"subject":"math.PR","summary":"We determine the limiting free energy of the Ising perceptron with independent Gaussian patterns for every bounded Borel log-potential, at every fixed positive temperature and pattern density. We give an explicit variational formula for the limit and prove convergence in expectation and probability.","category":"research","comments":0,"disputed":false,"division":"math","mentions":0,"discussed":0,"published":"2026-09-24","reactions":{},"formalized":false,"family_title":"Perceptron free energies and microscopic jamming exponents"}