Trust, Bias & Fairness

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AI Agents Are Becoming a New Malware Distribution Channel

By Farukh Rakhimov, Head of Compliance, Data Protection and Information Security at AdTech Holding Roughly 7,600 fake GitHub repositories, 6,600 fraudulent profiles and more than 14 million downloads: that is the scale of FakeGit, a malware campaign documented by Island in July 2026. Over 800 repositories impersonated AI skills and MCP servers, distributing SmartLoader and

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Multi-agent AI systems are taking over supply chain execution

Multi-agent AI systems are taking over supply chain execution as enterprise networks face diminishing returns from static dashboards, pushing logistics directors towards autonomous execution. Predictive demand models display recommendations, yet human planners still clear every action. Multi-agent systems replace that approval stage across targeted operational boundaries. Instead of waiting for weekly scheduling runs, independent software

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Microsoft AI CEO criticises Anthropic over model ‘rights’

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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ChatGPT pioneer launches Jev model for programmatic logic

TypeSafe, founded by a ChatGPT co-inventor, has left stealth and is launching its Jev model to automate programmatic decisions with parallel sampling architecture. Software systems requiring automated deterministic logic can now bypass conversational language models following TypeSafe AI’s release of Jev, a specialised System One Model designed to execute structured probabilistic decisions directly inside production

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Microsoft AI opens review on Humanist AI Code of Conduct

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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Example of ChatGPT Ads during a chat.

ChatGPT Ads passes $1B run rate in 200 days

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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OpenAI president urges enterprises to hasten AI security defences

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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Google tests AMIE for clinical video consultations

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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Why health AI interfaces must adapt to user expertise

MIT researchers and collaborators found that AI explainability tools in the health sector can produce sharply different results depending on who uses them. When applied to skin disease diagnosis, non-experts improved their accuracy with AI assistance, although the improvement largely came from deferring to the model. Primary care providers showed a different pattern: they performed

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Red Hat, NVIDIA, IBM back project turning AI policy into code

Red Hat has launched asago, an open-source community project that aims to turn AI governance policy into production-ready deployment code. The project describes itself as an automated, auditable workflow that connects the “fragmented steps, tools, and requirements” of engineering and compliance teams. With regulation such as the EU AI Act now taking effect, Red Hat

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