Cheaper models, faster gatekeepers, and Meta's agent hardware

A 100ms decision model makes yes-or-no work almost free

Prajwal Tomar fed 468 of his own tweets, engagement numbers hidden, to Jev, a model that decides rather than writes, and got 2,340 binary judgments in 60 seconds for 1.3 cents, as reported on X. He then paired it with Claude Code as a guardrail on destructive commands, a fraud check, an inbox triage and an applicant scorer, as reported on X. Cheap classification changes what you bother to automate.