WHAT NEW IN X10.31 SAT

AI collections from X · 22 collections · 61,986 posts

jevPOST

Critic calls out fake Jev demos, says it is a decision model not a generator

The author argues Jev is a decision model suited to tagging, classification, routing, browser and computer use, and tool selection, and that LLM plus Jev works better than replacing the LLM.

Anirudh Jwala
@nirudhuuuArchived 2026.09.20Originally posted 2026.09.19
Anirudh Jwala @nirudhuuuOriginally posted 2026.09.19
Open original on X

The amount of fake demos around Jev is killing me 😂 Half of them got caught larping because Jev is not your next text or code generation model It is a decision model. Give it a finite set of choices and it is extremely interesting for tagging, classification, filtering, routing, browser and computer-use actions, deciding retry/continue/stop (or) picking the right tool/subagent Where it gets interesting is for agents, Instead of dumping 100s of tools & skills into an LLM context and asking it to figure everything out, you use tool search/compaction to keep the context sane and let Jev narrow down the right tool/skill mixture. Then let an actual LLM do the reasoning, argument generation, code or text LLM + Jev makes far more sense to me than pretending Jev replaces the LLM

x.com/nirudhuuu/status/2101173670140125491Archived 2026.09.20 10:12