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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.

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.

Cyprus Tourism Regains Its Footing After A Turbulent Spring

Cyprus’ tourism sector is showing signs of renewed stability, even as June arrivals slipped 1.7% year on year, according to Deputy Minister of Tourism Kostas Koumis, who said the latest figures point to a market that has now returned to a steadier path.

The comments followed the release of new data from the Cyprus Statistical Service (Cystat), which showed that 489,965 tourists visited the island in June 2026, down from 498,527 in the same month last year.

A Softer First Half, But Not A Break in Momentum

For the January-to-June period, Cyprus recorded 1,656,015 tourist arrivals, representing a 10.1% decline from 1,843,013 in the first half of 2025. Even so, Koumis argued that the underlying picture was more resilient than the headline decline suggests.

He described June as “satisfactory under the circumstances,” saying it confirmed that the tourism sector had moved back onto a stable trajectory after a difficult spring. In particular, he pointed to the weaker performance in March and April, when the conflict in the Middle East weighed on travel demand and disrupted normal seasonal patterns.

“It also confirms that the actions taken by the deputy ministry, together with the entire tourism industry, to manage the extraordinary situation our country’s tourism sector faced from March 1 onwards have clearly produced improved results,” Koumis said.

Reading Beyond The Headline Numbers

The deputy minister also argued that the first-half performance, while down year on year, should be viewed in context. Arrivals in the first six months of 2026 were still 0.2% higher than during the same period in 2024, suggesting that the market has not lost its broader momentum.

“If we take into account the very significant losses recorded during March and April, which heavily influence any analysis, the first-half performance should also be considered satisfactory,” he said. “At the same time, a window of hope is opening for a further reduction in the overall decline for the current year.”

Targeted Support For Key Markets

Koumis said the government is now focusing on a deeper analysis of market trends rather than relying solely on overall arrival figures. That review, he added, has identified several geographic markets that have been affected and still require support to sustain long-term growth.

“As a government, and as the competent deputy ministry, we are certainly not stopping at simply reading the numbers,” he said. “A thorough analysis shows that several geographical markets have been affected and still require careful support to ensure their successful and uninterrupted development in the coming years.”

According to Cystat, the United Kingdom remained Cyprus’ largest source market in June, accounting for 33.0% of arrivals, or 161,913 visitors.

Looking Ahead To Next Year

Koumis said planning is already underway for the years ahead, with next year at the centre of the government’s coordination efforts with the tourism industry.

“We are continuing to work hard on planning for the coming years, with next year naturally at the centre of our efforts, in cooperation with the country’s tourism industry,” he said. “Our ultimate objective remains the continuation of our collective effort to transform Cyprus into a sustainable, digitally smart and accessible destination for everyone.”

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