WHAT NEW IN X11.03 TUE

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New todayjevPOST

Optimizing Peated's classifier with System One models and Jev

A developer plans to use Jev and other System One models for simple queries to short-circuit costly Luna calls and cut hobby-project costs.

David Cramer
@zeegArchived 56 min agoOriginally posted 2026.11.03
David Cramer @zeegOriginally posted 2026.11.03
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today is the day i finally go deep on system one models to see if i can optimize Peated's classifier there's a bunch of simple questions that I think they will help me short circuit and avoid paying the cost of Luna Luna is amazing, and cheap, but when you're paying per token on a hobby project... everything adds up Luna also unfortunately isnt intelligent enough for some of my tasks, so i'm hoping augmented capabilities with Jev or similar will get me to a stronger baseline

x.com/zeeg/status/2117371020952920556Archived 2026.11.03 10:06