Tech article
Laya the open source version of Jev
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Hacker News | Sep 19, 2026 | nandakishor_ml
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Except they launched without technical papers, without open weights, and with zero open training datasets. My earlier model used PPO over sequence representations to output turn-by-turn conversion trajectories (probabilities from 0. 0 to 1. 0) in vertical sales conversations. The Three Decision PrimitivesLaya evaluates typed questions over any state (raw text, email, ticket, or JSON document) in a single forward pass. The Three Checkpoints & Bundled Hub ArchitectureOne model cannot be optimal for every task and language.
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