Mira Murati’s Thinking Machines solves LLM nondeterminism

Mira Murati’s startup Thinking Machines says it has eliminated nondeterminism in large language model outputs by introducing batch-invariant kernels. The approach yields identical responses at temperature zero, promising stronger reproducibility for research, audits, and safety-critical Artificial Intelligence.