Laya Auto File Organizer
Sub-35ms local AI file organizer powered by Laya non-autoregressive System 1 decision engine without cloud API latency or token cost.
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Why I'm Ditching LLMs for System 1 Decision Engines (Jev, Laya & Building an Instant File Organizer)
Generative LLMs are overkill for classification and routing. Here is how non-autoregressive decision engines like Laya and Jev work, and how I built a sub-35ms local file organizer with Laya.