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Thinking Machines Lab Unveils Full Duplex AI For Real-Time Conversation

by THEFUTURE.TEAM

May 12, 2026

Thinking Machines Lab, the startup founded by former OpenAI CTO Mira Murati, introduced a new AI interaction model called TML-Interaction-Small aimed at enabling more natural real-time conversations between users and AI systems.

Revolutionizing Interaction

Most AI systems currently operate through a turn-based interaction model in which users speak, wait for a response and then continue the conversation. Thinking Machines Lab said its new model is designed around “full duplex” interaction, allowing the system to process inputs and generate responses simultaneously in a way that more closely resembles natural conversation. The company described the development as a shift toward smoother and more fluid AI communication.

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The Technology Behind Full Duplex

The technical innovation lies in achieving a rapid response time of 0.40 seconds, mirroring the cadence of everyday human dialogue. This speed outstrips current capabilities from established players such as OpenAI and Google. The model’s efficiency is not only a testament to its engineering prowess but also a glimpse into the future of seamless human-AI interactions.

Anticipation And Market Impact

While TML-Interaction-Small is currently in the research preview stage, industry observers are eager to see how its real-world application will unfold. Thinking Machines Lab plans to launch a limited research preview in the coming months, followed by a broader public release later this year. This phased approach underlines the company’s commitment to rigorous testing and thoughtful market integration.

Looking Ahead

The introduction of full duplex conversational models could have broader implications across sectors, including customer support, digital assistants and enterprise communication tools. As businesses continue integrating conversational AI into daily operations, faster and more natural interaction systems are becoming a growing focus within the industry.

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A New Twitter-Inspired Social Network Is Taking Shape

by News Editor

August 27, 2026

A new social network called Twitter.now is entering the market, with a founding team that includes former Twitter trademark counsel Stephen Coates. The service is being developed by startup Operation Bluebird.

As Ars Technica reported, X sued the company last year and asked a Delaware judge to block the launch. Operation Bluebird argued in a petition that X had abandoned trademarks including “Twitter” and “Tweet.”

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Coates has said the project is not an attempt to recreate the original Twitter. In a LinkedIn post, he described the platform as a new public space focused on trust, transparency and user choice.

AI System To Rate Posts

Twitter.now is currently being tested, with early access priced at $20. Its main feature is VERA, an AI system designed to evaluate posts, verify claims and provide sources and context.

Posts receive a trust score, with users eventually able to set a minimum score to filter their feeds. The company says this approach will give people more control over what they see instead of leaving those decisions entirely to an algorithm.

Moderation Remains A Challenge

Scaling moderation will be one of the platform’s biggest tests. Social networks have repeatedly struggled with content moderation as their communities grow, and newer platforms such as Bluesky have faced similar criticism.

Operation Bluebird says VERA will form the basis of its moderation and verification system. A second version is already planned, with expanded tools that would let users set a specific trust threshold for the posts appearing in their feeds.

For now, Twitter.now remains in an early testing phase, combining the familiarity of the Twitter name with an AI-driven approach to evaluating online information.