Interdisciplinary approaches

Microsoft attracts tech pioneers to build the next era of AI

Some of the world’s most influential technologists (the creators of Python, Kubernetes, Google Docs, Google Lens, RSS feeds and ONNX) are now helping Microsoft shape the next era of AI.

Drawn by the company’s scale, openness to collaboration, and long-term investment in AI, they are leading projects that span infrastructure, productivity, responsible innovation and reasoning systems.

R.V. Guha, who invented RSS feeds, is developing NLWeb, a project that lets users converse directly with websites.

Brendan Burns, co-creator of Kubernetes, focuses on improving AI tools that simplify developers’ work. At the same time, Aparna Chennapragada, the mind behind Google Lens, now leads efforts to build intelligent AI agents and enhance productivity through Microsoft 365 Copilot.

Sarah Bird, who helped create the ONNX framework, leads Microsoft’s responsible AI division, ensuring that emerging systems are safe, secure and reliable.

Meanwhile, Sam Schillace, co-creator of Google Docs, explores ways AI can collaborate with people more naturally. Python’s creator, Guido van Rossum, works on systems to strengthen AI’s long-term memory across conversations.

Together, these innovators illustrate how Microsoft has become a magnet for the pioneers who defined modern computing, and they are now united in advancing the next stage of AI’s evolution.

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MIT creates AI tool to build virtual worlds for robots

Researchers at MIT’s Computer Science and AI Laboratory have developed a new AI system that can build realistic virtual environments for training robots. The tool, called steerable scene generation, creates kitchens, restaurants and living rooms filled with 3D objects where robots interact with the physical world.

The system uses a diffusion model guided by Monte Carlo tree search to produce scenes that follow real-world physics. Unlike traditional simulations, it can accurately position objects and avoid visual errors such as items overlapping or floating unrealistically.

By generating millions of unique, lifelike environments, the system can dramatically increase the training data available for robotic foundation models. Robots trained in these AI settings can practise everyday actions like stacking plates or placing cutlery with greater precision.

The researchers say the technique allows robots to learn more efficiently without the cost or limits of real-world testing. Future work aims to include movable objects and internet-sourced assets to make the simulations even more dynamic and diverse.

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Quantum innovations promise faster, cleaner, more efficient technologies

The Nobel Prize in Physics has spotlighted quantum mechanics’ growing role in shaping a smarter, more sustainable future. Such advances are reshaping technology across communications and energy.

Researchers are finding new ways to use quantum effects to boost efficiency. Quantum computing could ease AI’s power demands, while novel production methods may transform energy systems.

A Institute of Science Tokyo team has built a quantum energy harvester that captures waste heat and converts it into power, bypassing traditional thermodynamic limits.

MIT has observed frictionless electron movement, and new quantum batteries promise faster charging by storing energy in photons. The breakthroughs could enable cleaner and more efficient technologies.

Quantum advances offer huge opportunities but also risks, including threats to encryption. Responsible governance will be crucial to ensure these technologies serve the public good.

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Satellite images and AI reveal hidden mining footprints worldwide

Researchers are using satellite imagery and AI modelling to map global mining activity and close critical data gaps. Transition minerals, such as lithium and copper, are vital for renewable technologies but often come from ecologically sensitive regions, raising concerns about both environmental and social impacts.

Project lead Victor Maus from the Vienna University of Economics and Business said many new projects overlap with areas of high biodiversity or Indigenous lands. Over half of transition mineral resources are on or near Indigenous or subsistence farming territories, according to earlier studies.

Previous mapping efforts have struggled to document small-scale and informal mining, which remains unregulated despite its impact. Maus’s team compared satellite images of 120,000 square kilometres of mine footprints with the S&P Capital IQ Pro database and found over half missing.

To close these gaps, the team is creating a mining database under the EU-funded Mine the Gap initiative. By combining multispectral, radar, and hyperspectral imagery with AI, they aim to monitor land use, waste generation, and environmental degradation.

Experts say the database could support policymakers and increase transparency. Maus emphasised that global reporting standards are crucial for enhancing accountability and informing decisions on managing the environmental and social impacts of mining.

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ID data from 70,000 Discord users exposed in third-party breach

Discord has confirmed that official ID images belonging to around 70,000 users may have been exposed in a cyberattack targeting a third-party service provider. The platform itself was not breached, but hackers targeted a company involved in age verification processes.

The leaked data may include personal information, partial credit card details, and conversations with Discord’s customer service agents. No full credit card numbers, passwords, or activity beyond support interactions were affected. Impacted users have been contacted, and law enforcement is investigating.

The platform has revoked the support provider’s access to its systems and has not named the third party involved. Zendesk, a customer service software supplier to Discord, said its own systems were not compromised and denied being the source of the breach.

Discord has rejected claims circulating online that the breach was larger than reported, calling them part of an attempted extortion. The company stated it would not comply with demands from the attackers. Cybercriminals often sell personal information on illicit markets for use in scams.

ID numbers and official documents are especially valuable because, unlike credit card details, they rarely change. Discord previously tightened its age-verification measures following concerns over the misuse of some servers to distribute illegal material.

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European Commission launches Apply AI and AI in Science strategies

Countries are racing to harness AI, and the European Commission has unveiled two strategies to maintain Europe’s competitiveness. Apply AI targets faster adoption across industries and the public sector, while AI in Science focuses on boosting Europe’s research leadership.

Commission President Ursula von der Leyen stated that Europe must shape AI’s future by balancing innovation and safety. The European Commission is mobilising €1 billion to boost adoption in healthcare, manufacturing, energy, defence, and culture, while supporting SMEs.

Measures include creating AI-powered screening centres for healthcare, backing frontier models, and upgrading testing infrastructure. An Apply AI Alliance will unite industry, academia, civil society, and public bodies to coordinate action, while an AI Observatory will monitor sector trends and impacts.

The AI in Science Strategy centres on RAISE, a new virtual institute to pool and coordinate resources for applying AI in research. Investments include €600 million in compute power through Horizon Europe and €58 million for talent networks, alongside plans to double annual AI research funding to over €3 billion.

The EU aims to position itself as a global hub for trustworthy and innovative AI by linking infrastructure, data, skills, and investment. Upcoming events, such as the AI in Science Summit in Copenhagen, will showcase new initiatives as Europe pushes to translate its AI ambitions into tangible outcomes.

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AI tools bring new hope for cardiovascular medicine

AI, omics, and systems biology enable targeted drugs for heart disease pathways once considered untreatable. A new study in Frontiers in Science highlights how these innovations could revolutionise treatment and save millions of lives.

Heart disease remains the leading global killer, partly because generic treatments like statins do not account for individual biological differences.

Researchers say AI-powered precision medicine can identify new gene and protein targets, enabling personalised therapies for each patient’s unique heart disease.

RNA-based drugs are emerging as an up-and-coming solution. Unlike conventional medicines that reach only limited protein targets, RNA therapies can influence almost any gene and may be developed more quickly.

Early trials show they can lower cholesterol more effectively than traditional approaches, with potential to address long-standing ‘undruggable’ pathways in cardiovascular disease.

Experts say realising these treatments requires global leadership and collaboration across academia, industry, and healthcare. Bold investment and open science are crucial to make precision medicine global and reduce heart disease, expected to cause 26 million deaths annually by 2030.

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Discord incident highlights growing vendor security risks

A September breach at one of Discord’s customer service vendors has exposed user data, highlighting the growing cybersecurity risks associated with third-party providers. Attackers exploited vulnerabilities in the external platform, but Discord’s core systems were not compromised.

Exposed information includes usernames, email addresses, phone numbers, and partial payment details, such as the last four digits of credit card numbers. No full card numbers, passwords, or messages were accessed, which limited the scope of the incident compared to more severe breaches.

Discord revoked the vendor’s system access, launched an investigation, and engaged law enforcement and forensic experts. Only users who contacted support were affected. Individuals impacted are being notified by email and advised to remain vigilant for potential scams.

The incident underscores the growing risk of supply chain attacks, where external service providers become weak points in otherwise well-secured organisations. As companies rely more on vendors, attackers are increasingly targeting these indirect pathways.

Cybersecurity analysts warn that third-party breaches are on the rise amid increasingly sophisticated phishing and AI-enabled scams. Strengthening vendor oversight, improving internal training, and maintaining clear communication with users are seen as essential next steps.

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Opal’s global rollout spans 15 countries with major feature upgrades

Google is expanding access to Opal, its no-code AI mini-app builder. Introduced two months ago within Google Labs, the tool enables users to create AI-powered mini-apps through natural language prompts, eliminating the need for coding.

According to Megan Li, Senior Product Manager at Google Labs, the expansion follows strong early engagement from creators. Users can access Opal at opal.withgoogle.com and join its builder community through Discord.

New debugging features aim to make workflows more transparent and efficient. Users can now run workflows step by step in a visual editor or adjust specific steps in the console, with real-time error reporting.

Performance upgrades have been introduced to speed up app creation, while parallel run capabilities enable simultaneous workflow steps. The rollout covers India, Canada, Japan, South Korea, Vietnam, Indonesia, Brazil, Singapore, Colombia, El Salvador, Costa Rica, Panamá, Honduras, and Argentina.

Meanwhile, Google DeepMind has launched Gemini 2.5 Computer Use, a specialised model capable of interacting with user interfaces. Available in preview through the Gemini API, it can be accessed via Google AI Studio and Vertex AI Studio.

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