Landau theory of quenched criticality in linear in-context learning

arXiv:2608.28059 · cond-mat.dis-nn, cs.LG · Submitted 2026-08-28 · Read on arXiv

cond-mat.dis-nn, cs.LG

Submitted: 2026-08-28

Updated: 2026-08-28

Comments: 17 pages, 7 figures (counting subfigures)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• In-Context Learning — 1× in this paper · explained in 4 episodes

Related papers

• Approximating velocity fields with planted point attractors via Neural-ODE for classification purposes
• Probing critical phases in quasiperiodic systems via subsystem information capacity
• Few-Shot Neuromorphic Vision in a Nonlinear Photonic Network Laser
• Toward a Physics of Deep Learning and Brains
• Hyperbolic lattices with mass disorder: Phases and phase transitions
• Resonance Proliferation Across Localization Transitions