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Toyota’s $6.4bn robotics estimate puts physical AI in focus

ai, AI (Artificial Intelligence), AI and Us, AI Business Strategy, AI in Action, AI Market Trends, Artificial Intelligence, automation, Features, humanoid robot, Infrastructure & Hardware, manufacturing, Manufacturing & Engineering AI, physical ai, Robotics, transport

Toyota Motor estimates that expanding automation across its factories, group companies, and major suppliers could require around 400,000 robots and annual spending of about 1 trillion yen ($6.4 billion) from 2028. The potential investment was discussed with investors earlier in September, according to Reuters. Toyota has not said whether the full investment will proceed or […]

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Microsoft AI CEO criticises Anthropic over model ‘rights’

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Microsoft AI CEO Mustafa Suleyman warned that Anthropic risks AI alignment failures by training Claude to view itself as a conscious entity deserving of legal rights. Suleyman targeted Anthropic’s January 2026 constitution, a primary training document designed to govern the model’s values and behaviour. He argued that coaching sequence completion engines to emulate sentience impairs

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Microsoft AI opens review on Humanist AI Code of Conduct

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Microsoft AI has published a draft Humanist AI Code of Conduct, opening a six-week public consultation on operational constraints for model training and deployment. The draft serves as a technical manual defining system behaviour, operational boundaries, and oversight protocols across MAI frontier models. It builds on the division’s humanist superintelligence framework announced last November, establishing

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OneRail uses Nvidia AI for real-time last-mile delivery optimisation

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OneRail has launched an AI-powered delivery platform that uses Nvidia technology to help retailers, wholesalers, and distributors decide how individual orders should be delivered. Called OmniSTAR, the system evaluates options including owned fleets, couriers, parcel carriers, and other delivery modes, then selects the lowest-cost option that meets the required service level, according to OneRail. The

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Motional and MIT AI explains self-driving car decisions

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Motional and MIT researchers have built a system that lets self-driving cars explain their decisions in real-time, tackling the black-box problem in autonomous vehicle AI. The work, published in Nature, comes from a team at Motional that includes CEO Laura Major, working alongside researchers from MIT’s Computer Science and Artificial Intelligence Laboratory. Their proposed method,

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ChatGPT Ads passes $1B run rate in 200 days

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ChatGPT Ads has hit $1 billion in annualised revenue run rate in under 200 days, and OpenAI is expanding self-service ads to new regions. Tens of thousands of advertisers now use the platform and self-service access through Ads Manager is launching today in India, Europe, the Middle East, and North Africa. According to OpenAI, people

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AI data centre regulation just got a template that needs no new law

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AI data centre regulation in Pennsylvania now begins with a signature. Before the state will so much as open a developer’s permit file, that developer has to sign a contract accepting a fixed set of conditions and the penalties for breaking them, and persuade the town that has to live with the building to say

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OpenAI president urges enterprises to hasten AI security defences

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OpenAI president and co-founder Greg Brockman warns that enterprise security teams face a compressed timeline to adopt AI defences. Brockman has published an account of what the company calls the “OpenAI-Hugging Face” incident, using it to argue that organisations need to uplevel their security practices with what he terms unprecedented speed. He writes that he

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Bar chart comparing five AI models across three cybersecurity benchmarks. GLM-5.3 leads on CyberGym at 84.5 but trails Mythos 5 on ExploitBench and ExploitGym.

Reading Zhipu’s GLM-5.3 results past the headline number

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Zhipu’s release note for GLM-5.3 contains a sentence that did not make it into most of the coverage. Describing its own cybersecurity results, the Beijing company writes that capability “is growing fastest exactly where we are furthest behind.” Zhipu, which also trades as Z.ai, is one of a handful of Chinese labs releasing models that compete with

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Google tests AMIE for clinical video consultations

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Google’s research medical AI system, AMIE (Video), conducted synchronous video consultations with professional patient actors and received clinical evaluator ratings on par with primary care physicians across several core measures. Fifteen trained actors portrayed conditions across cardiopulmonary, abdominal, HEENT, neurological or psychiatric, and musculoskeletal presentations. Google says studies involving real patients and their own health

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