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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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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The Oscars’ AI Lie: Don’t Ask, Don’t Tell

(Illustration by Ankler; Charles Eshelman/Getty Images) Share I cover the intersection of Hollywood and AI for paying subscribers. I wrote about eight companies that are using AI the right wayexplored Disney’s deal with OpenAI and I dove into what AI interpreter is Tilly Norwood means for the actors. The Academy cinema arts and sciences keeps…

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Using big data, AI to boost physician training

AMA News Feed Using big data and AI to boost doctor training January 15, 2026 Winners of the AMA’s new Transforming Lifelong Learning Through Precision Education grant program plan to harness and make sense of big data and apply augmented intelligence (AI) to provide medical students and residents in training, as well as practicing physicians,…

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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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Contracting for AI Acquisition in a Rapid-Adoption Era – IPWatchdog.com

Contracts for acquiring AI in the era of rapid adoption See the speakers Organizations and government agencies are acquiring AI at unprecedented speed, often faster than legal, procurement and governance frameworks can adapt. Standard software contracts are pushed beyond their limits, exposing buyers to unclear ownership of outcomes, weak data rights, opaque model behavior, regulatory…

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