From chips to jobs: Huang’s vision for AI at Davos 2026

Speaking in Davos, Huang argued that investments in AI strengthen employment by reorienting work from tasks to purpose, particularly in healthcare, manufacturing and digital services. AI evolves into a fundamental economic system rather than a standalone technology, according to NVIDIA CEO Jensen Huang, who described AI as a five-layer infrastructure spanning energy, hardware, data centers,…

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Zen-AI-Pentest: Open-source AI-powered penetration testing framework

Zen-AI-Pentest provides an open source framework for analyzing and testing systems using a combination of autonomous agents and standard security utilities. The project aims to enable users to execute an orchestrated sequence of reconnaissance, vulnerability analysis, exploitation and reporting using AI guidance and industry tools such as Nmap and Metasploit. It is written to support…

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AI bot swarms threaten to undermine democracy

A joint essay with Daniel Thilo Schroeder and Jonas R. Kunst, based on a new paper on swarms with 22 authors (including myself) who just published in Science. (A preprinted version is hereand you can see WIRED’s coverage here.) Automated bots spreading misinformation have been a problem since the early days of social media, and…

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Why Enterprises Keep Getting Stuck with Research Hardware

Share “AI Buyers’ Remorse: Why Companies Are Getting Stuck With Research Hardware” on Twitter Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on Facebook Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on LinkedIn Many customers purchase AI systems originally designed for research labs and attempt to integrate them…

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Cloudflare Ai licensing

Cloudflare’s decision to integrate AI startup Human Native into its stack marks a turning point: licensed, structured content could become the basis of a more sustainable AI economy. Although the ink is fairly fresh on the acquisition, announced Jan. 15, several media experts and publishers view it as a signal of how Cloudflare plans to…

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Microsoft builds AI Red Team in Israel as cyber risks accelerate

Microsoft’s development center in Israel is creating a new Israeli AI Red Team, focused on identifying weaknesses and threats in artificial intelligence systems. The new group will simulate advanced attacks against the company’s AI-based services and operate within Microsoft’s internal security organization. At the same time, Microsoft is recruiting around 50 employees for cybersecurity positions…

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China blocks Nvidia H200 AI chips that US government cleared for export – report | Nvidia

Suppliers of parts for Nvidia’s H200 have suspended production after Chinese customs authorities blocked shipments of the newly approved artificial intelligence processors from entering China, according to a report. Reuters could not immediately verify the information, which appeared in the Financial Times citing two people with knowledge of the matter. Nvidia did not immediately respond…

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