Agentic AI edges closer to everyday production use

Many security and operations teams now spend less time wondering whether agentic AI has a place in production and more time determining how to run it securely at scale. A new research report from Dynatrace examines how large organizations are moving agentic AI from pilot projects to real-world environments and where these efforts are stagnating….

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Heterogeneous computing and the future of AI

Heterogeneous computing is quietly redefining how AI appears in everyday devices, bringing intelligence closer to where people actually use it rather than keeping it locked in remote cloud systems. As AI expands into physical products, success depends less on raw performance and more on how efficiently CPUs, GPUs, and NPUs work together. Heterogeneous computing manifests…

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Authorization of prognostic AI medical devices

Thomas, JM, Cooney, LM and Fried, TR JAMA intern. Med. 179820 (2019). Article Google Scholar Riley, RD, D. van der Windt, Croft, P. and Moons, KGM (eds.). Prognosis research in health care: concepts, methods, and impact1st ed. (Oxford Univ. Press, 2019). Obermeyer, Z. & Emanuel, E.J. N.Engl. J.Med. 3751216-1219 (2016). Article Google Scholar Collins, GS…

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Darktrace highlights growing unease as AI agents operate with access to critical data and processes

Darktrace announced the findings of its State of AI Cybersecurity Report 2026examining how the rapid adoption of AI in business is changing the nature of cyber risk for global businesses. The findings highlight growing concern among cybersecurity professionals about the rise of agentic AI in their organizations, with more than three-quarters (76%) of security professionals…

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AI-powered toys navigate safety concerns after early missteps

Manufacturers unveiled a new generation of AI-powered generative toys at the Consumer Electronics Show, but emphasized careful safety measures after early models produced inappropriate responses in testing. Toy makers at the Consumer Electronics Show highlighted efforts to improve AI in toys following troubling early reports of chatbots giving inappropriate answers to children’s questions. A recent…

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