Pattern Field Theory (PFT) predicted three essential components for effective information processing: Quantum-like evolution of patterns, Categorical transformation of patterns, and Information flow dynamics.
Meta's recent work on Memory Layers at Scale provides validation of PFT's predictions about pattern storage and retrieval.
The Titans architecture implements PFT's predictions about dynamic learning and pattern evolution.
The mathematical formulations in both papers provide validation of PFT's theoretical framework.