Axiomatic and invariant authority of the ICE ecosystem. This repository defines the non-negotiable truths, structural invariants, and epistemic boundaries that all ICE systems must obey. ICE Foundation contains no executable code. It defines what is valid — not how validity is enforced.

Frictionless Computing: Entropy-Based Operation Filtering for 10x-1000x Effective Speedup

Runtime architecture research for governable intelligent systems. ICE studies intelligence as an executable system property shaped by runtimes, orchestration, authority, memory, and observability.

Backend-agnostic benchmarking suite for evaluating LLM inference systems across local runtimes and hosted APIs, with a focus on latency, throughput, token efficiency, and runtime stability.