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Laya: Open Source Version of Jev Released

The gist

Convai Innovations released Laya, an open-source decision model claiming 32.8ms latency versus Jev's 236-276ms.
The release tests whether Jev's closed architecture is easily replicable by open alternatives.

How it unfolded

  1. Mar 2025Nandakishor Mukkunnoth publishes an arXiv paper on sequence conversion trajectories and releases model weights and a dataset on Hugging Face.
  2. Sep 2025He publishes a second arXiv paper formalizing schema-based decisions guided by reinforcement learning.
  3. Sep 16, 2026TypeSafe AI launches Jev, a non-autoregressive System One decision model, as a closed proprietary system.

Sources

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