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Microsoft AI research series

Research assessments of MAI models, multimodal systems, latency, and the boundaries between model capability and authorized action.

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October 6, 2026·4 min read

Microsoft's New MAI Voice Stack: A Partial Transcript Is Not a Final Instruction

A research assessment of MAI-Transcribe-2-Streaming and MAI-Voice-2.1: latency, revisable speech, speculative tool use, and a voice-agent evaluation plan.