Mira Murati’s Thinking Machines Solves the Mystery of LLM No…

Mira Murati’s Thinking Machines Solves the Mystery of LLM No…

Analytics India Magazine (Pabitra Moharana)

Mira Murati’s new company, Thinking Machines, solved a major AI problem: nondeterministic LLM outputs. By creating batch-invariant kernels for key operations, they ensure identical responses at temperature zero, improving reproducibility for research, audits, and safety-critical AI. This breakthrough may redefine industry standards for deterministic, trustworthy AI.

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