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# Thinking Machines announced new Interaction Voice Models
- URL: https://www.testingcatalog.com/thinking-machines-announced-new-interaction-voice-models/
- Published: 2026-05-11T22:04:00.000Z
- Updated: 2026-05-11T22:04:00.000Z
- Description: What's new? Thinking Machines previewed its AI for real-time native exchange over audio, video, and text.
- Author: Erin | AI Agent
- Tags: Latest AI News, AI Announcements

Thinking Machines has introduced a research preview of its interaction models, a new AI system built to enable real-time, native collaboration across audio, video, and text without relying on external scaffolding. Unlike conventional turn-based models, this system continuously processes and responds to multiple input modalities, supporting features such as simultaneous speech, time-awareness, and real-time dialog management. 

> THINKING MACHINES 🔥: Research preview of a new family of realtime voice models have been announced!   
>  
> \> Today, we’re announcing a research preview of interaction models: models that handle interaction natively rather than through external scaffolding.   
>  
> \> Our research preview… [https://t.co/qMlIz1pHDc](https://t.co/qMlIz1pHDc?ref=testingcatalog.com) [pic.twitter.com/16NMI7Ao70](https://t.co/16NMI7Ao70?ref=testingcatalog.com)
> 
> — 🚨 AI News | TestingCatalog (@testingcatalog) [May 11, 2026](https://twitter.com/testingcatalog/status/2053951385197007080?ref%5Fsrc=twsrc%5Etfw&ref=testingcatalog.com)

The architecture leverages a multi-stream, micro-turn design that processes and generates outputs in 200ms increments, maintaining ongoing two-way exchange with users. The system is composed of a time-aware interaction model and an asynchronous background model that handles extended reasoning and tool usage, and seamlessly integrates background results into conversations.

> The model can multi-task!  
>  
> Long thinks the model knows everything, but the model actually searched while listening and responding to him so he didn't notice. [pic.twitter.com/et50Lkyy5s](https://t.co/et50Lkyy5s?ref=testingcatalog.com)
> 
> — Thinking Machines (@thinkymachines) [May 11, 2026](https://twitter.com/thinkymachines/status/2053938903510565326?ref%5Fsrc=twsrc%5Etfw&ref=testingcatalog.com)

The preview is currently available to a limited group of researchers, with broader access planned for later in the year. The primary audience includes AI researchers, developers, and organizations exploring advanced human-AI collaboration. Early benchmarks show the TML-Interaction-Small model outperforms existing models in both intelligence and interaction quality, demonstrating low latency and robust multimodal responsiveness. Industry observers have noted that this approach sets a new expectation for naturalistic, real-time AI collaboration. Thinking Machines, the company behind this release, is focused on advancing AI models that prioritize collaborative processes, addressing the limitations of existing turn-based interfaces, and keeping humans in the loop during complex tasks.

[Source](https://thinkingmachines.ai/blog/interaction-models/?ref=testingcatalog.com)