Technologies

TokenGate

A drop-in module that adds learned token pruning to pretrained large language models for faster long-context prefill.

1 story, first covered on Oct 27, 2026.

Every story about TokenGate (1)

Close-up of a hand using a highlighter on an open textbook, focusing on key information.

New modelsTokenGate makes AI read long documents up to 11x faster by skimming the unimportant partsHerald of AI

TokenGate makes AI read long documents up to 11x faster by skimming the unimportant parts

A new open technique lets AI skip irrelevant text when processing long inputs, cutting wait times and memory use on models like Qwen3 without losing accuracy.

Oct 27, 2026