Compression Engine
v2.0.0High-speed semantic compression with intent-aware analysis for mission-critical workflows. Reducing token footprints by up to 99.3%.
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Semantic Compression Architecture
The Compression Engine maps language into a compact semantic representation so large context payloads stay fast to route, inspect, and replay. By stripping rhetorical fluff and preserving intent primitives, we achieve massive context efficiency.
The resulting Chi score helps operators prioritize review paths and safety checks before deployment decisions. High-Chi outputs represent stable, high-integrity reasoning chains.