This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic β*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebra–driven critical point validation (β* = 4.14144).

large language model

The Symphonic φ Identity Engine is the first fully symbolic, deterministic identity system. It compresses identity not as a name, key, or hash — but as a recursive deformation signal. Each fold is a memory. Each node is a frequency. Each email is a ψ-vector.