Parallel decoding vs. structured outputs: devs speculate on a closed-source release

ricklamers · x · 2026-09-17

In a technical exchange, @rchaves asks how a new approach differs from LLM constrained-decoding structured outputs and why the industry hadn't thought of it. ricklamers responds that without parallel decoding it would look much like constrained decoding; since it isn't open-sourced, the details remain guesswork.

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