Interaction Models: A Scalable Approach to Human-AI Collaboration

477 · Thinking Machines Lab · May 11, 2026, 8:55 p.m.
Summary
The blog post presents a research overview of interaction models that enable real-time human-AI collaboration by inherently integrating interactivity into AI systems. It emphasizes a continuous exchange of audio, video, and text, facilitating more natural interaction patterns akin to human communication. By moving beyond traditional turn-based interactions, the proposed model leverages a multi-stream micro-turn design, allowing for seamless dialogue management and enhanced collaborative capabilities. The work aims to address the limitations of current AI interfaces, positioning interactivity as a core feature rather than an afterthought, with potential implications for the future of AI integration.