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A bank of computer servers, illustrative photograph.Start-ups · Nov 4, 2026Upwind raises $400 million: what agent-based cloud security promisesThe startup aims to monitor applications in operation and automate investigation, testing and remediation. A significant funding round, but performance must be assessed separately.Underside of a conventional pin-grid processor, an illustrative photograph of the chip industry.Technology · Nov 4, 2026Intel and Classiq: why software matters in the quantum raceIntel wants to combine Classiq’s software with its work on silicon qubits. The integration has been announced, but its uses remain to be demonstrated.A person reviews documents with a pen at a meeting table, illustrative photograph.AI · Nov 4, 2026AI-run companies: Delaware questioned over responsibilitiesA federal request for documents targets the proposed companies managed by AI agents. The debate concerns experimentation and responsibility.Remote control on a sofa, illustrative photograph.Technology · Nov 4, 2026Copilot leaves Samsung and LG TVs on 1 DecemberMicrosoft confirms Copilot’s removal from Samsung and LG TVs. What is disappearing, what remains accessible and why it is important to distinguish the screen from the service.Hands on the keyboard of an older MacBook Pro, illustrative photograph.Technology · Nov 4, 2026MacBook Pro M6: what’s changing for work and local AIThe MacBook Pro M6 arrives on 6 November. Memory, local AI, connectivity: what the announcements tell us, and what remains to be tested.Hands on a laptop keyboard on a dark desk.AI · Nov 4, 2026Outlier: what complaints reveal about monitoring AI workersFive complaints target Scale AI in Europe. Trackers, identity checks and access to data: what Outlier is accused of, and how the company responds.Apple laptop on a table, photographed from behindTechnology · Nov 4, 2026Pages, Numbers, Keynote: what opening up to AI agents changesApple announces assistants in its apps and the ability to connect them to external agents. Two different uses, with access conditions worth examining closely.A person holds a pink video game controller in their hands.AI · Nov 4, 2026Genie 4: changing a world live puts consistency to the testGoogle is adding live instructions and sound to its generated worlds. To understand what Genie 4 offers, it is important to distinguish between a convincing setting, a useful prototype and a verifiable simulation.Archive view of old Antibes and its seafront, illustrative photograph.AI · Nov 1, 2026In Sophia Antipolis, European AI is also shaped between laboratories and businessesAfter the IASP world conference, Sophia Antipolis’s ambitions raise a practical question: how can AI research, skills and applications be connected?Three people discuss in front of a mathematical blackboard, illustrative photograph.AI · Nov 1, 2026OpenAI and Yang–Mills: understanding the announcement without confusing the evidenceOpenAI claims to have proved existence in quantum physics. The Yang–Mills problem also requires a mass gap: here are the key distinctions for understanding the announcement.Computer code and debugging tools displayed on a laptop, illustrative photograph.AI · Nov 1, 2026AI agents: isolating code is not enough to secure their actionsWith agents capable of executing code, AI shifts the risks towards actions and access. Akamai’s announcement highlights what needs to be checked before delegating.An aisle between server racks in a data centre.AI · Nov 1, 2026OpenAI and Google’s TPUs: diversification is also a software challengeThe press has reported a plan to buy Google chips. An OpenAI job listing, meanwhile, reveals a very concrete project: adapting its models to another computing architecture.
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