HyperThink aims to skip long LLM thinking traces with per-question weight updates

A HyperThink co-lead introduced the project on October 5, saying a hypernetwork writes a per-question weight update to an LLM so it can skip a long thinking trace. The co-lead called it a step toward accurate “System 1” thinking and listed a COLM 2026 presentation for October 6.