system-1

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground

Multi-drone autonomy lab demonstrating TypeSafe Jev reflex decisions with optional System 2 strategy guidance.

Portable System-1 decision layer for agent harnesses with host-owned routing, receipts, replay, and fail-open integrations.

⚡ Foq — the local, open-source alternative to Jev: typed decisions in ~25 ms, 100% local, 2.2 GB model. foq.fr

High-throughput native C# .NET 10 System-1 discrete decision & policy engine. Sub-millisecond non-autoregressive decision primitives (Choice, Noul, Score) with calibrated confidence in bare-metal GPU & unified APU memory.

Official code and reproducibility artifacts for Reasoning on a Spectrum (COLM 2026)