arXiv cs.LG
· Papers
Infrared Organization and Critical Cognitive Field Formation in Transformer Dynamics
arXiv:2607.10923v4 Announce Type: replace Abstract: Large language models exhibit remarkable emergent behaviors, yet the physical mechanism governing their collective dynamics remains poorly understood. Cognitive Field Theory predicts that learning reorganizes the collective relaxation spectrum, thereby modifying memor