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Laya

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Laya OS Jev runs offline on Apple M4 via CoreML at 45 decisions per second

A developer has demonstrated Laya, referred to as 'OS Jev', running fully offline on Apple's M4 chip using Apple's CoreML framework. The system reportedly processes 45 decisions per second locally, without needing a cloud connection or internet access.

Independent researcher releases Laya, an open-source rival to TypeSafe AI's Jev decision engine

An independent developer has released Laya, an open-weight, non-autoregressive decision model that predicts structured outcomes in under 35 milliseconds using reinforcement learning with calibrated decisions (RLCD) and routing across more than 100 languages. The creator says the underlying approach dates back to a March 2025 arXiv paper and open Hugging Face weights, predating TypeSafe AI's closed, proprietary Jev model launched in September 2026 by AI figure Diogo Almeida's team.