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Maxim Blog11 min read

Speculative Speculative Decoding: How Researchers Are Teaching LLMs to Think Ahead of Themselves

The Problem Nobody Talks About EnoughYou've probably noticed that ChatGPT, Claude, or any large language model streams text to you token by token, one word (or part of a word) at a time. This is a fundamental constraint of how these models work.Every time a transformer

By Vrinda KohliMaxim AI Blog
Speculative Speculative Decoding: How Researchers Are Teaching LLMs to Think Ahead of Themselves

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Originally published by Maxim AI Blog on Mar 14, 2026.

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