The purpose of the looking at the future...is to disturb the present!

Gaston Berger (1896-1960), francuski futurolog

Defeating Nondeterminism in LLM Inference by Thinking Machines

A research article by Horace He and the Thinking Machines Lab (X-OpenAI CTO Mira Murati founded) addresses a long-standing issue in large language models (LLMs). Even with greedy decoding bu setting temperature to 0 wiht the goal of no intentional randomness and fixed seeds, the same prompt often produces different outputs across runs or servers. ...

Read more


Link :
https://www.nextbigfuture.com/2025/11/defeating-nondeterminism-in-llm-inference-by-thinking-machines.html