Interdisciplinary approaches

AI remakes the future of music

Asia’s creative future takes centre stage at Singapore’s All That Matters, a September forum for sports, tech, marketing, gaming, and music. AI dominated the music track, spanning creation, distribution, and copyright. Session notes signal rapid structural change across the industry.

The web is shifting again as AI reshapes search and discovery. AI-first browsers and assistants challenge incumbents, while Google’s Gemini and Microsoft’s Copilot race on integration. Early builds feel rough, yet momentum points to a new media discovery order.

Consumption defined the last 25 years, moving from CDs to MP3s, piracy, streaming, and even vinyl’s comeback. Creation looks set to define the next decade as generative tools become ubiquitous. Betting against that shift may be comfortable, yet market forces indicate it is inevitable.

Music generators like Suno are advancing fast amid lawsuits and talks with rights holders. Expected label licensing will widen training data and scale models. Outputs should grow more realistic and, crucially, more emotionally engaging.

Simpler interfaces will accelerate adoption. The prevailing design thesis is ‘less UI’: creators state intent and the system orchestrates cloud tools. Some services already turn a hummed idea into an arranged track, foreshadowing release-ready music from plain descriptions.

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‘AI City Vizag’ moves ahead with ₹80,000-crore Google hyperscale campus in India

Andhra Pradesh will sign an agreement with Google on Tuesday for a 1-gigawatt hyperscale data centre in Visakhapatnam. Officials describe the ₹80,000-crore investment as a centrepiece of ‘AI City Vizag’. Plans include clean-energy integration and resilient subsea and terrestrial connectivity.

The campus will deploy Google’s full AI stack to accelerate AI-driven transformation across India. Infrastructure, data-centre capacity, large-scale energy, and expanded fibre converge in one hub. Design targets reliability, scalability, and seamless links into Google’s global network.

State approval came via the State Investment Promotion Board led by Chief Minister N. Chandrababu Naidu. Government estimates forecast average annual GSDP gains of ₹10,518 crore in 2028–2032. About 1,88,220 jobs a year, plus ₹9,553 crore in Google Cloud-enabled productivity spillovers, are expected.

The agreement will be signed at Hotel Taj Mansingh in New Delhi. Union ministers Nirmala Sitharaman and Ashwini Vaishnaw will attend with Chief Minister Naidu. Google executives Thomas Kurian, Bikash Koley, and Karan Bajwa will represent the company.

Delivery will rely on single-window clearances, reliable utilities, and plug-and-play, renewable-ready infrastructure, led by the Economic Development Board and ITE&C. Naidu will invite the Prime Minister to ‘Super GST – Super Savings’ in Kurnool and the CII Partnership Summit in Vizag on 14–15 November.

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AI uncovers Lyme disease overlooked by doctors

Oliver Moazzezi endured years of debilitating symptoms, including severe tinnitus, high blood pressure, fatigue, and muscle spasms, following a tick bite three years ago. Doctors initially attributed his issues to anxiety or hearing loss, leaving him feeling dismissed and like a hypochondriac.

Frustrated, the IT consultant turned to AI, inputting all his symptoms into a tool prompted to draw from verified medical sources. Without mentioning Lyme disease, the AI suggested it as a possibility, prompting Oliver to seek a private antibody test that confirmed the diagnosis.

Lyme disease, a bacterial infection spread by infected ticks, often mimics other conditions, making early detection challenging. Lyme symptoms, like Oliver’s rash, fatigue, and tinnitus, disrupted his gym visits, swimming, and ability to hear nature’s sounds.

Specialists echo Oliver’s frustrations with under-diagnosis in the NHS and private care. Tick-borne expert Georgia Tuckey says NHS tests miss Lyme symptom patterns, with 1,500 confirmed cases yearly in England and Wales, but 3,000-4,000 more likely go untreated.

The UK Health Security Agency acknowledges higher unconfirmed instances and ongoing data efforts to better track incidence.

AI shows promise in aiding disease diagnosis, as seen in Oliver Moazzezi’s discovery, empowering patients with insights from verified medical sources. However, experts stress that AI cannot replace doctors, urging professional consultation to ensure accurate, safe treatment.

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Tariffs and AI top the agenda for US CEOs over the next three years

US CEOs prioritise cost reduction and AI integration amid global economic uncertainty. According to KPMG’s 2025 CEO Outlook, leaders are reshaping supply chains while preparing for rapid AI transformation over the next three years.

Tariffs are a key factor influencing business strategies, with 89% of US CEOs expecting significant operational impacts. Many are adjusting sourcing models, while 86% say they will increase prices where needed. Supply chain resilience remains the top short-term pressure for decision-making.

AI agents are seen as major game-changers. 84% of CEOs expect a native AI company to become a leading industry player within 3 years, displacing incumbents. Companies are accelerating investment returns, with most expecting payoffs within one to three years.

Cybersecurity is a significant concern alongside AI integration. Forty-six percent have increased spending on digital risk resilience, focusing on fraud prevention and data privacy. CEOs recognise that AI and quantum computing introduce both opportunities and new vulnerabilities.

Workforce transformation is a clear priority. Eighty-six percent plan to embed AI agents into teams next year, while 73% focus on retaining and retraining high-potential talent. Upskilling, governance, and organisational redesign are emerging as essential strategies.

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Grok to get new AI video detection tools, Musk says

Musk said Grok will analyse bitstreams for AI signatures and scan the web to verify the origins of videos. Grok added that it will detect subtle AI artefacts in compression and generation patterns that humans cannot see.

AI tools such as Grok Imagine and Sora are reshaping the internet by making realistic video generation accessible to anyone. The rise of deepfakes has alarmed users, who warn that high-quality fake videos could soon be indistinguishable from real footage.

A user on X expressed concern that leaders are not addressing the growing risks. Elon Musk responded, revealing that his AI company xAI is developing Grok’s ability to detect AI-generated videos and trace their origins online.

The detection features aim to rebuild trust in digital media as AI-generated content spreads. Commentators have dubbed the flood of such content ‘AI slop’, raising concerns about misinformation and consent.

Concerns about deepfakes have grown since OpenAI launched the Sora app. A surge in deepfake content prompted OpenAI to tighten restrictions on cameo mode, allowing users to opt out of specific scenarios.

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AI tool accelerates immune cell analysis for researchers

Researchers at the University of Tokyo have created scHDeepInsight, an AI platform that quickly and reliably classifies immune cells from single-cell RNA data. The system turns genetic profiles into images and uses a hierarchy-aware CNN to identify broad immune types and finer subtypes.

By reflecting the natural structure of the immune system, the tool improves accuracy and consistency compared with previous methods.

scHDeepInsight uses hierarchical learning to mirror the immune system’s ‘family tree’ and image-based gene representation to capture complex gene relationships. It also includes built-in analytics to highlight key genes influencing cell behaviour.

The platform labels thousands of cells within minutes, a task that can take hours or days manually, and ensures rare cell populations are correctly identified through adjusted training processes.

While primarily a research tool, scHDeepInsight provides a healthy baseline for comparing disease-related immune changes, aiding studies in cancer, infections, and autoimmune conditions.

Researchers can apply it to patient samples to identify deviations from normal patterns, though clinical interpretation requires further validation. The system is already available as a downloadable package for laboratory use.

The team aims to expand scHDeepInsight to other biological areas, supporting clinical research and potentially discovering new cell types. Integrating AI with experimental validation, the tool aims to improve understanding of cellular systems and speed up immunology discoveries.

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Age verification and online safety dominate EU ministers’ Horsens meeting

EU digital ministers are meeting in Horsens on 9–10 October to improve the protection of minors online. Age verification, child protection, and digital sovereignty are at the top of the agenda under the Danish EU Presidency.

The Informal Council Meeting on Telecommunications is hosted by the Ministry of Digital Affairs of Denmark and chaired by Caroline Stage. European Commission Executive Vice-President Henna Virkkunen is also attending to support discussions on shared priorities.

Ministers are considering measures to prevent children from accessing age-inappropriate platforms and reduce exposure to harmful features like addictive designs and adult content. Stronger safeguards across digital services are being discussed.

The talks also focus on Europe’s technological independence. Ministers aim to enhance the EU’s digital competitiveness and sovereignty while setting a clear direction ahead of the Commission’s upcoming Digital Fairness Act proposal.

A joint declaration, ‘The Jutland Declaration’, is expected as an outcome. It will highlight the need for stronger EU-level measures and effective age verification to create a safer online environment for children.

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AI cameras boost wildfire detection in Minnesota

Xcel Energy has deployed the first AI-driven wildfire-detection cameras in Minnesota to improve early warning for grass and forest fires. The technology aims to protect communities, natural resources, and power infrastructure while strengthening the grid’s resilience.

The first two Pano AI camera systems have been installed in Mankato and Clear Lake, with 38 planned for higher-risk areas. The cameras provide continuous 360-degree scanning and use AI to detect smoke, enabling rapid alerts to local fire agencies.

Pano AI technology combines high-definition imaging, satellite data, and human verification to locate fires in real time. Fire departments gain access to live terrain intelligence, including hard-to-monitor areas, helping shorten response times and improve firefighter safety.

More than 1,200 wildfires have burned nearly 49,000 acres in Minnesota so far this year. Xcel Energy already uses Pano AI cameras in Colorado and Texas, where the technology has proven effective in identifying fires early and containing their spread.

The initiative is part of Xcel Energy’s Minnesota Wildfire Mitigation Program, which combines advanced technologies, modernised infrastructure, and vegetation management to reduce risks. The company is working with communities and agencies to strengthen prevention and response efforts.

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Google Cloud to power Gap Inc.’s digital transformation with AI

Gap Inc. has announced a multi-year partnership with Google Cloud to power its human-centred, digitally enabled technology strategy. The collaboration aims to accelerate AI adoption across the company’s brands, including Old Navy, Gap, Banana Republic, and Athleta.

The partnership will give Gap Inc. access to Google’s AI stack, including Gemini, Vertex AI, and BigQuery. These tools will drive innovation in product design, pricing, marketing, and employee workflows, improving efficiency and enabling faster, more personalised retail experiences.

AI tools will accelerate product development and planning, support hyper-personalised shopping, and optimise marketing through smarter recommendations and storytelling. Gap Inc. is also using Google Ads to strengthen its omnichannel campaigns through AI-driven optimisation.

For employees, AI will act as a partner in decision-making and execution, making operations more agile and freeing teams to focus on creativity and customer engagement. This shift reflects a broader redesign of workflows to embed AI across the business.

Gap Inc. CTO Sven Gerjets said the partnership will bring AI to life across the company. Google Cloud CEO Thomas Kurian described it as a step towards reinventing retail with speed, personalisation, and industry-leading experiences.

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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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