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

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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Cyprus Expects More French Visitors In 2027 As Air Capacity Expands

by THEFUTURE.TEAM

September 18, 2026

Cyprus expects more French visitors in 2027 as airlines increase capacity between the two countries, Tourism Deputy Minister Kostas Koumis said after meetings with tour operators in Paris.

France, one of Cyprus’ key tourism markets, has had a difficult 2026. French arrivals fell 46% year over year to 8,453 in August, from 15,663 a year earlier, according to the Statistical Service of Cyprus (Cystat). August arrivals were also nearly 50% below the 16,798 recorded in the same month of 2024.

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Overall, Cyprus received 2.82 million tourist arrivals between January and August, down 7% from the same period in 2025.

Air Connectivity Supports 2027 Outlook

Koumis discussed the 2027 outlook with senior executives from tour operators offering Cyprus holidays during the IFTM Top Resa travel trade fair in Paris.

Higher air capacity between France and Cyprus was a key focus of the talks. Participants also discussed the impact of geopolitical tensions in the Middle East on the French market and Cyprus’ efforts to adapt its tourism offering to French travelers.

“The French market is undoubtedly an extremely important market for our country’s tourism,” Koumis said, adding that France had regained importance only a few years ago and still had room to grow.

Improved air connectivity will be an important factor in that expansion, according to Koumis. “It is now clear that air connectivity between France and Cyprus is improving significantly, which is a basic prerequisite for the further growth of the market,” he said.

Cyprus Promotes Tourism And Regional Cooperation

Koumis attended the opening of IFTM Top Resa at the invitation of French Tourism Minister Serge Papin, who later visited the Cyprus stand. Held from Sept. 15 to 17 at Paris Porte de Versailles, the event brought together more than 32,000 tourism professionals representing 177 destinations and 1,650 brands, according to organizers.

During his visit, Koumis also met Egyptian Tourism Minister Sherif Fathy. Cyprus and Egypt reaffirmed their tourism cooperation and discussed opportunities to strengthen ties further.

French media interviews covered Cyprus’ tourism offering, infrastructure and services, along with efforts to develop specialized tourism products. Regional instability weighed on arrivals in 2026, particularly during the spring, although the decline narrowed over the summer.

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