Cloud computing

Research shows AI complements, not replaces, human work

AI headlines often flip between hype and fear, but the truth is more nuanced. Much research is misrepresented, with task overlaps miscast as job losses. Leaders and workers need clear guidance on using AI effectively.

Microsoft Research mapped 200,000 Copilot conversations to work tasks, but headlines warned of job risks. The study showed overlap, not replacement. Context, judgment, and interpretation remain human strengths, meaning AI supports rather than replaces roles.

Other research is similarly skewed. METR found that AI slowed developers by 19%, but mostly due to the learning curves associated with first use. MIT’s ‘GenAI Divide’ measured adoption, not ability, showing workflow gaps rather than technology failure.

Better studies reveal the collaborative power of AI. Harvard’s ‘Cybernetic Teammate’ experiment demonstrated that individuals using AI performed as well as full teams without it. AI bridged technical and commercial silos, boosting engagement and improving the quality of solutions produced.

The future of AI at work will be shaped by thoughtful trials, not headlines. By treating AI as a teammate, organisations can refine workflows, strengthen collaboration, and turn AI’s potential into long-term competitive advantage.

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GPT-5-powered ChatGPT Edu comes to Oxford staff and students

The University of Oxford will become the first UK university to offer free ChatGPT Edu access to all staff and students. The rollout follows a year-long pilot with 750 academics, researchers, and professional services staff across the University and Colleges.

ChatGPT Edu, powered by OpenAI’s GPT-5 model, is designed for education with enterprise-grade security and data privacy. Oxford says it will support research, teaching, and operations while encouraging safe, responsible use through robust governance, training, and guidance.

Staff and students will receive access to in-person and online training, webinars, and specialised guidance on the use of generative AI. A dedicated AI Competency Centre and network of AI Ambassadors will support users, alongside mandatory security training.

The prestigious UK university has also established a Digital Governance Unit and an AI Governance Group to oversee the adoption of emerging technologies. Pilots are underway to digitise the Bodleian Libraries and explore how AI can improve access to historical collections worldwide.

A jointly funded research programme with the Oxford Martin School and OpenAI will study the societal impact of AI adoption. The project is part of OpenAI’s NextGenAI consortium, which brings together 15 global research institutions to accelerate breakthroughs in AI.

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Startups gain new tools on Google Cloud

Google Cloud says AI startups are increasingly turning to its technology stack, with more than 60% of global generative AI startups building on its infrastructure. Nine of the world’s top ten AI labs also rely on its cloud services.

To support this momentum, Google Cloud hosted its first AI Builders Forum in Silicon Valley, where hundreds of founders gathered to hear about new tools, infrastructure and programmes designed to accelerate innovation.

Google Cloud has also released a technical guide to help startups build and scale AI agents, including retrieval-augmented generation (RAG) and multimodal approaches. The guide highlights leveraging Google’s agentic development kit and agent-to-agent tools.

The support is bolstered by the Google for Startups Cloud Program, which offers credits worth up to $350,000, mentorship and access to partner AI models from Anthropic and Meta. Google says its goal is to give startups the technology and resources to launch, scale and compete globally.

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JFTC study and MSCA shape Japan’s AI oversight strategy

Japan is adopting a softer approach to regulating generative AI, emphasising innovation while managing risks. Its 2025 AI Bill promotes development and safety, supported by international norms and guidelines.

The Japan Fair Trade Commission (JFTC) is running a market study on competition concerns in AI, alongside enforcing the new Mobile Software Competition Act (MSCA), aimed at curbing anti-competitive practices in mobile software.

The AI Bill focuses on transparency, international cooperation, and sector-specific guidance rather than heavy penalties. Policymakers hope this flexible framework will avoid stifling innovation while encouraging responsible adoption.

The MSCA, set to be fully enforced in December 2025, obliges mobile platform operators to ensure interoperability and fair treatment of developers, including potential applications to AI tools and assistants.

With rapid AI advances, regulators in Japan remain cautious but proactive. The JFTC aims to monitor markets closely, issue guidelines as needed, and preserve a balance between competition, innovation, and consumer protection.

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UK and USA sign technology prosperity deal

The UK and the USA have signed a Memorandum of Understanding (MOU) regarding the technology prosperity deal. The aim is to facilitate collaboration on joint opportunities of mutual interest across strategic science and technology areas, including AI, civil energy, and quantum technologies.

The two countries intend to collaborate on building powerful AI infrastructure, expanding access to computing for researchers, and developing high-impact datasets.

Key focus areas include joint flagship research programs in priority domains such as biotechnology, precision medicine, and fusion energy, supported by leading science agencies from both the UK and the USA.

The partnership will also explore AI applications in space, foster secure infrastructure and hardware innovation, and promote AI exports. Efforts will be made to align AI policy frameworks, support workforce development, and ensure broad public benefit.

The US Center for AI Standards and Innovation and the UK AI Security Institute will work together to advance AI safety, model evaluation, and global standards through shared expertise and talent exchange.

Additionally, the deal aims to fast-track breakthrough technologies, streamline regulation, secure supply chains, and outpace strategic competitors.

In the nuclear sector, the countries plan joint efforts in advanced reactors, next-generation fuels, and fusion energy, while upholding the highest standards of safety and non-proliferation.

Lastly, the deal aims to develop powerful machines with real-world applications in defence, healthcare, and logistics, while prioritising research security, cyber resilience, and protection of critical infrastructure.

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AI agent headlines Notion 3.0 rollout

Notion has officially entered the agent era with the launch of Notion Agent, the centrepiece of its Notion 3.0 rollout. Described as a ‘teammate and Notion super user,’ the AI agent is designed to automate work inside and beyond Notion.

The new tool can automatically build pages and databases, search across connected tools like Slack, and perform up to 20 minutes of autonomous work at a time. Notion says this enables faster, more efficient workflows across hundreds of pages simultaneously.

A key feature is memory, which allows the agent to ‘remember’ a user’s preferences and working style. These memories can be edited and stored under multiple profiles, allowing users to customise their agent for different projects or contexts.

Notion highlights use cases such as generating email campaigns, consolidating feedback into reports, and transforming meeting notes into emails or proposals. The company says the agent acts as a partner who plans tasks and carries them out end-to-end.

Future updates will expand personalisation and automation, including fully customised agents capable of even more complex tasks. Notion positions the launch as a step toward a new era of intelligent, self-directed productivity.

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Huawei unveils roadmap for next-generation AI super pods

Huawei chairman Xu outlined the company’s roadmap for AI computing platforms, revealing plans to launch the Atlas 950 SuperPoD in Q4 2026. The system will use over 8,000 Ascend GPUs across 128 racks, covering 1,000 sq metres, and offer 6.7 times more computing power and 15 times more memory.

A year later, the Atlas 960 SuperPod will debut with up to 15,488 Ascend 960 chips, achieving 30 exaflops of computing power and 4,460TB of memory. Xu said the two systems will stay the world’s most potent super nodes, with uses beyond AI in general-purpose computing in China.

Huawei faces Western sanctions limiting access to advanced semiconductor nodes. Xu said assembling less advanced chips into super pods lets Huawei compete with rivals like Nvidia at a system level despite lower individual chip performance.

Over the next three years, Huawei will launch three new Ascend chip series: the 950 line, 950PR and 950DT, the 960, and the 970. The 950PR, optimised for early-stage inference and recommendations, will ship in Q1 2026, while the 950DT with 2Tb/s bandwidth will launch in Q4 2026.

The 960 will double its predecessor’s computing power and memory capacity and arrive in Q4 2027.

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WEF urges trade policy shift to protect workers in digital economy

The World Economic Forum (WEF) has published an article on using trade policy to build a fairer digital economy. Digital services now make up over half of global exports, with AI investment projected at $252 billion in 2024. Countries from Kenya to the UAE are positioning as digital hubs, but job quality still lags.

Millions of platform workers face volatile pay, lack of contracts, and no access to social protections. In Kenya alone, 1.9 million people rely on digital work yet face algorithm-driven pay systems and sudden account deactivations. India and the Philippines show similar patterns.

AI threatens to automate lower-skilled tasks such as data annotation and moderation, deepening insecurity in sectors where many developing countries have found a competitive edge. Ethical standards exist but have little impact without enforcement or supportive regulation.

Countries are experimenting with reforms: Singapore now mandates injury compensation and retirement savings for platform workers, while the Rider Law in Spain reclassifies food couriers as employees. Yet overly strict regulation risks eroding the flexibility that attracts youth and caregivers to gig work.

Trade agreements, such as the AfCFTA and the Kenya–EU pact, could embed labour protections in digital markets. Coordinated policies and tripartite dialogue are essential to ensure the digital economy delivers growth, fairness, and dignity for workers.

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Cyberattack compromises personal data used for DBS checks at UK college

Bracknell and Wokingham College has confirmed a cyberattack that compromised data collected for Disclosure and Barring Service (DBS) checks. The breach affects data used by Activate Learning and other institutions, including names, dates of birth, National Insurance numbers, and passport details.

Access Personal Checking Services (APCS) was alerted by supplier Intradev on August 17 that its systems had been accessed without authorisation. While payment card details and criminal conviction records were not compromised, data submitted between December 2024 and May 8, 2025, was copied.

APCS stated that its own networks and those of Activate Learning were not breached. The organisation is contacting only those data controllers where confirmed breaches have occurred and has advised that its services can continue to be used safely.

Activate Learning reported the incident to the Information Commissioner’s Office following a risk assessment. APCS is still investigating the full scope of the breach and has pledged to keep affected institutions and individuals informed as more information becomes available.

Individuals have been advised to closely monitor their financial statements, exercise caution when opening phishing emails, and regularly update security measures, including passwords and two-factor authentication. Activate Learning emphasised the importance of staying vigilant to minimise risks.

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First quantum-AI data centre launched in New York City

Oxford Quantum Circuits (OQC) and Digital Realty have launched the first quantum-AI data centre in New York City at the JFK10 facility, powered by Nvidia GH200 Grace Hopper Superchips. The project combines superconducting quantum computers with AI supercomputing under one roof.

OQC’s GENESIS quantum computer is the first to be deployed in a New York data centre, designed to support hybrid workloads and enterprise adoption. Future GENESIS systems will ship with Nvidia accelerated computing and CUDA-Q integration as standard.

OQC CEO Gerald Mullally said the centre will drive the AI revolution securely and at scale, strengthening the UK–US technology alliance. Digital Realty CEO Andy Power called it a milestone for making quantum-AI accessible to enterprises and governments.

UK Science Minister Patrick Vallance highlighted the £212 billion economic potential of quantum by 2045, citing applications from drug discovery to clean energy. He said the launch puts British innovation at the heart of next-generation computing.

The centre, embedded in Digital Realty’s PlatformDIGITAL, will support applications in finance, security, and AI, including quantum machine learning and accelerated model training. OQC Chair Jack Boyer said it demonstrates UK–US collaboration in leading frontier technologies.

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