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LiveUpdated 2026-11-05 03:34 UTC

Inference is entering a new era. Models ship weekly, traffic shapes shift daily, and…

Inference is entering a new era. Models ship weekly, traffic shapes shift daily, and hardware turns over every year.…

This is a dev post classified by AGK Intelligence as AI dev tools (a launch), kept by the Dev Radar because it carries real work, not commentary.

Inference is entering a new era. Models ship weekly, traffic shapes shift daily, and hardware turns over every year. The era of Static Inference, tuned once for one model with one traffic shape on one chip, is ending. Welcome to the era of Polymorphic Inference: inference that adapts to new models, workloads, and hardware as they arrive. Today we’re announcing Together Compiler, our first step into that era. It enables continual optimization, so a single overnight run can match or beat the manual expert tuning that used to take weeks. Read the full vision from our SVPs of Research, @simran_

Posted by Together AI (65k followers) 5 h ago · 18 likes · 2.3k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: Together AI docs.

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