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techcrunch ai · May 12, 2026

Thinking Machines unveils 'full duplex' AI for real-time interruption

thinking machines lab introduced tml-interaction-small, a research model capable of 0.40 second response times by processing input and generating output simultaneously.

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thinking machines lab, founded by former openai cto mira murati, announced 'interaction models' designed to process input and generate output concurrently, eliminating the turn-taking latency of current systems. the company claims its tml-interaction-small model responds in 0.40 seconds, significantly outperforming comparable models from openai and google by operating like a phone call rather than a text chain. this approach makes interactivity native to the model architecture rather than a bolted-on feature. the company plans a limited research preview in the coming months ahead of a wider release later this year.

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