physics.soc-ph · 2026-07-28 · No. 67
Physics and Society, 2026-07-28.
1 new papers in physics.soc-ph. Titles, authors,
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01 — The papers
1 entries-
01
Teacher Knows It Best: Spontaneous Symmetry Breaking and Tipping Points in Networked Langevin Dynamics AI Sycophancy
Sayantari Ghosh, Saumik Bhattacharya, Partha Pratim Chakrabarti
physics.soc-ph · cs.AI · math.DS
We formulate a statistical physics framework to model a networked stochastic dynamical system exhibiting bistability, driven by additive noise and social conformity. We apply this model to understand and mitigate AI-induced delusional spiraling-a phenomenon where algorithmic sycophancy from Large Language Models continuously reinforces inaccurate beliefs within a socially interacting society. By partitioning the network into a majority of...
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