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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.

Keve Welcomes New Cyprus Business Development Organisation

The Cyprus Chamber of Commerce and Industry (Keve) has welcomed Parliament’s unanimous approval of legislation establishing the Cyprus Business Development Organisation, describing it as a major step toward improving access to finance for small and medium-sized enterprises, startups and self-employed professionals.

Expanding Access To Finance

The legislation creates a new public body aimed at addressing financing gaps by supporting businesses that struggle to secure funding through traditional channels.

According to Keve, the initiative could strengthen entrepreneurship, boost competitiveness and support Cyprus’ green and digital transition. The chamber has long argued that SMEs rely too heavily on bank financing, limiting investment, expansion and innovation.

Keve Calls For Swift Implementation

Keve said it helped shape the legislation through the consultation process and called for the organisation to become operational as quickly as possible. It also pledged to continue working with the Finance Ministry and the organisation’s management to support implementation.

How The Organisation Will Operate

Approved by Parliament on Tuesday, the legislation establishes Cyprus’ national business development body under the supervision of the Finance Minister, while the Central Bank of Cyprus will oversee anti-money laundering compliance.

The organisation will design financing programmes, provide loans and conduct studies to identify weaknesses in the financing market.

Cyprus will provide €60 million in initial capital. Over time, the body will also be able to raise funding from European and international institutions and benefit from state guarantees linked to approved strategic priorities.

Recovery Plan Milestone

Creation of the organisation is one of the final milestones under Cyprus’ Recovery and Resilience Plan and is required for the country to receive the plan’s ninth and final payment. Appointment of the board of directors remains the last outstanding step.

Before approving the bill, the Finance Ministry revised the draft following consultations with MPs and stakeholders. The changes removed provisions allowing the organisation to establish companies and narrowed the list of eligible beneficiaries by excluding small mid-cap companies.

Lawmakers also strengthened governance rules by introducing stricter board suitability requirements, conflict-of-interest safeguards, enhanced reporting obligations and borrowing limits. A seven-member board appointed by the Cabinet will oversee the organisation, while a transitional board will serve for two years until it becomes fully operational.

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