Ex-TikTok MLE: JEV could revolutionize recommendation and search systems

hardimanjames · x · 2026-09-24

A former TikTok MLE argues JEV—which brings general-purpose semantic reasoning into a discriminative inference paradigm (arbitrary context in, calibrated structured decisions out)—could reshape modern recommendation and search, systems that need decisions both smart and fast. Example: JEV + Perfectly profiles AI researchers across 500 ECCV 2026 papers, matching one of Claude's models in performance.

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