Author

P. Chakrabarti

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Jul 2026

Teacher Knows It Best: Spontaneous Symmetry Breaking and Tipping Points in Networked Langevin Dynamics AI Sycophancy

It is proved mathematically that under certain conditions, a highly concentrated, rapid intervention targeting massive hubs strictly outperforms a distributed, slow approach to rescue the network.

Sayantari Ghosh, Saumik Bhattacharya, P. Chakrabarti · arXiv.org · 0 citations