github / Tools & apps

LCT: Looped Calibration Transformer

AI-assisted summaries and translations. Check original sources for context and performance claims.

gitchw · Original language: unknown

LCT is an open-source System-One decision engine that uses recurrent computation trajectories to provide calibrated confidence without reinforcement learning. It demonstrates adaptive early-exit mechanisms to reduce latency in small decision models while maintaining high representation fidelity.

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