Kaggle Game Arena evaluates AI models through games

Current AI benchmarks are struggling to keep pace with modern models. As helpful as they are to measure model performance on specific tasks, it can be hard to know if models trained on internet data are actually solving problems or just remembering answers they’ve already seen. As models reach closer to 100% on certain benchmarks,…

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These protocols will help AI agents navigate our messy lives

What should these protocols say about security? Researchers and developers still don’t really understand how AI models work, and new vulnerabilities are being discovered all the time. For chatbot-style AI applications, malicious attacks can cause models to do all sorts of bad things, including regurgitating training data and spouting slurs. But for AI agents, which…

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From Exposure Whack-a-Mole to Autonomous Cyber Risk Management: Meet Agentic AI on the Qualys Platform

Cyber threats are increasing in both volume and sophistication, while the enterprise attack surface continues to expand. This puts immense pressure on security teams, who are already overwhelmed by tool sprawl and a flood of disconnected findings—often lacking the context needed to prioritize based on business impact. To make matters worse, most security tools remain…

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The Gilded Age season 3 finale needs a shocking end to set up season 4 as the best yet, and that means I know who should die in episode 8

Spoilers for The Gilded Age season 3 episode 7 ahead. The Gilded Age is carrying the mantle of televised period drama greatness set up by Downton Abbey over a decade ago, and I mean that as the highest compliment. Instead of soap opera sensationalism, tension and high stakes comes in the form of complicated relationships,…

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