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8:47ENWhy Identical LLM Prompts Can Produce Different Answers at Temperature ZeroMatthew Berman · Forward FutureMatthew Berman explains Thinking Machines Lab’s work on batch-invariant inference and what its reproducibility experiment actually showed.
14:53ENOpenAI’s 2025 Audio Models and Voice Agent ToolsMatthew Berman · Forward FutureMatthew Berman reviews a launch demonstration of transcription, controllable speech synthesis and agent tracing.









