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1 - From Max Planck to Machine Learning

from Part I - Light and Fluids

Published online by Cambridge University Press:  26 June 2026

Claudio Conti
Affiliation:
Sapienza University of Rome
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Summary

We start from the Planck thermodynamic description of light that leads to black-body radiation. We discuss Einstein’s introduction to spontaneous emission and the first evidences leading to the realization of the laser. We detail the nonequilibrium descriptions of lasers as heat engines. We define random lasers and detail their introduction from Letokhov. We show their link with modern optical computing and the Ising and Hopfield models. This chapter illustrates the idea of complexity, the relation with replica symmetry breaking, and the role in optical computing and Ising machines.

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