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OpenAI has introduced Aardvark, a GPT-5-powered autonomous security researcher agent now available in private beta.Designed to emulate how human experts identify and resolve software vulnerabilities, Aardvark offers a multi-stage, LLM-driven approach for continuous, 24/7/365 code analysis, exploit validation, and patch generation!Positioned as a scalable defense tool for modern software development environments, Aardvark is being tested across internal and external codebases. OpenAI reports high recall and.
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An abandoned New York City subway station will briefly return to public life when mayor-elect Zohran Mamdani is sworn in there on January 1. Read more âș
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As a dietitian, Costco is one of my go-to spots for Mediterranean-diet staples. This year, I got some great frozen foods and healthy snacks there. Read more âș
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With the year coming to a close, nowâs a good time to set yourself up for a cleaner, more organized start in 2026. The Dreame X40 Ultra â one of our favorite robot vacuum deals from Black Friday â can handle most of the heavy lifting for you, and itâs once again on sale. You [âŠ] Read more âș
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The festive lights, time off and cute scarfs can only conceal the truth for so long: Winter can be pretty bleak. I don't mean to be a downer, but it's cold all of the time, dark most of the time and this lasts far beyond the most wonderful time of the year. Here at Engadget, we've tried so many tools and products to make winter more bearable from therapy lamps... Read more âș
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2025 was dominated by the second iteration of the Trump administration, the release of the Epstein files, and government shakeups that ranged from the longest federal shutdown in history to Rep. Marjorie Taylor Greene announcing her resignation. It was also a year of historic political moments â from a ceasefire in Gaza to Gen Z-led [âŠ] Read more âș
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Presented by Microsoft and NVIDIAAs the worldâs leading platform providers and champions for advancing AI globally, NVIDIA and Microsoft continue to deliver unequaled value for organizations investing in and deploying AI. The companiesâ collaborative efforts at the 2025 Microsoft Ignite conference offered tangible proof, introducing practitioners and decision-makers to new and expanded AI infrastructure and cloud solutions for accelerating enterprise transformation and real-world impact with AI agents.IT an Read more âș
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At 77-year-old promotional products company Gold Bond Inc., CIO Matt Price knew generative AI adoption wouldnât come from rolling out a chatbot. Employees needed AI embedded into the work they already hated doing: messy ERP intake, document processing, and call follow-ups.Instead of pitching benchmarks, Price built a small group of âsuper-usersâ to surface Gold Bondâspecific examples and train the rest of the org. They then wired Gemini and other models... Read more âș
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It's refreshing when a leading AI company states the obvious. In a detailed post on hardening ChatGPT Atlas against prompt injection, OpenAI acknowledged what security practitioners have known for years: "Prompt injection, much like scams and social engineering on the web, is unlikely to ever be fully 'solved.'"Whatâs new isnât the risk â itâs the admission. OpenAI, the company deploying one of the most widely used AI agents, confirmed publicly... Read more âș
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The drumbeat for AI is deafening. Weâre surrounded by a mix of hype, fear and intense pressure to do something with this technology that seems to be advancing at the speed of light. For CIOs and enterprise technology leaders, the path forward can seem murky and fraught with the risk of missteps. But I believe the greatest risk isn't getting it wrong; it's waiting for a âperfectâ AI strategy while... Read more âș
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Hot on the heels of its new $140 million Series D fundraising round, the multi-modal enterprise AI media creation platform fal.ai, known simply as "fal" or "Fal" is back with a year-end surprise: a faster, more efficient, and cheaper version of the Flux.2 [dev] open source image model from Black Forest Labs.Fal's new model FLUX.2 [dev] Turbo is a distilled, ultra-fast image generation model thatâs already outperforming many of its... Read more âș
2
Active Directory, LDAP, and early PAM were built for humans. AI agents and machines were the exception. Today, they outnumber people 82 to 1, and that human-first identity model is breaking down at machine speed.AI agents are the fastest-growing and least-governed class of these machine identities â and they donât just authenticate, they act. ServiceNow spent roughly $11.6 billion on security acquisitions in 2025 alone â a signal that identity,... Read more âș
1
For the past year, enterprise decision-makers have faced a rigid architectural trade-off in voice AI: adopt a "Native" speech-to-speech (S2S) model for speed and emotional fidelity, or stick with a "Modular" stack for control and auditability. That binary choice has evolved into distinct market segmentation, driven by two simultaneous forces reshaping the landscape.What was once a performance decision has become a governance and compliance decision, as voice agents move from... Read more âș
0
With the ecosystem of agentic tools and frameworks exploding in size, navigating the many options for building AI systems is becoming increasingly difficult, leaving developers confused and paralyzed when choosing the right tools and models for their applications.In a new study, researchers from multiple institutions present a comprehensive framework to untangle this complex web. They categorize agentic frameworks based on their area of focus and tradeoffs, providing a practical guide... Read more âș
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31.12.2025 10:47
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