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.

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.

A closed-loop security runtime preventing "The Great Exfiltration" and Indirect Prompt Injection in Autonomous AI Agents.

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.