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I built non-autoregressive decision models with RL a year ago

1363 points · 319 comments · nandakishor_ml

nandakishor_ml · 1789814818 · focus · HN ↗
This project was built on the exact research on jev architecture research one year ago
1. woggy · 1789819018 · focus · HN ↗
  I don't understand this sentence, can you try again please? Are you saying Laya was built on research done by the Jev team?
  1. klibertp · 1789819725 · focus · HN ↗
    Jev was built using the same architecture Laya's author proposed[1] in March 2025. Laya is an open-source system based on that research from a year ago. Whether Jev is also based on the OP's materials or independently invented is hard to say.
    [1] <a href="https://arxiv.org/abs/2503.23303" rel="nofollow">https://arxiv.org/abs/2503.23303
    verdverm · 1789834953 · focus · HN ↗
    the paper does not describe a model architecture, it describes a system built on embeddings, rag, and orchestrators
    they don't seem very similar to me

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