Forget the AI Slowdown—the Vulnerability Explosion Is Already Happening
AI labs are toying with an industry-wide pact to slow development. Meanwhile, widely available AI chatbots are already helping uncover a tidal wave of security flaws.
Will AI models achieve the ability to improve autonomously? Leading labs say the scenario is near
Once a distant ambition for technology researchers, the prospect of artificial intelligence models teaching themselves autonomously to be more efficient and capable appears ever closer to reality.
as far as is know it does t2i and i2i
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What’s Actually Inside 24,723 Tokens of a Search Result? We Broke It Down, Field by Field
Sponsored Content It’s no secret that AI agents burn massive amounts of tokens on search results and file retrievals. They pull in…
Build And Understand a Vector Database From Scratch in 10 Easy Steps
In this article, you will learn how a vector database works under the hood by building one from scratch in ten incremental steps using Python…
Dynamically Scaled Activation Steering
Activation steering has emerged as a powerful method for guiding the behavior of generative models towards desired outcomes such as toxicity mitigation. However, most existing methods apply interventions uniformly across all inputs, degrading model performance when steering is unnecessary. We introduce Dynamically Scaled Activation Steering (DSAS), a method-agnostic steering framework that decouples when to steer …
Leave the Class Path in the Rearview Mirror
Introducing composable, module system native and agent friendly command line tools for modern Java development By Danny Thomas, JVM Ecosystem Team Recent work on the Java language to pave the on-ramp has made it easier than ever to start a Java program and evolve it using the full language and platform. At the end of …
Amazon SageMaker Inference: 2026 year-to-date launches in review
Generative AI inference is uniquely hard: models are tens to hundreds of gigabytes, latency requirements are measured in tokens per second, cold starts can span multiple minutes as containers and weights transfer, GPU capacity is constrained, and traditional monitoring tools expose none of the token-level signals that matter in production. Amazon SageMaker AI offers customers …
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Changing the game: Using agentic AI to secure infrastructure code
AI is accelerating software development at an unprecedented pace. But as code generation scales, so do the challenges of securing the code, especially emerging AI-based vulnerability exploitations. To meet these challenges, the Google AI and Infrastructure team is transforming how we approach security. In this article, we discuss new AI-native agentic methods that we’ve developed …
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Apple Watch Ultra 4 Review: The Series 12 Is Closing the Gap
The Ultra 4 gets smarter about health tracking and lasts longer between charges. But for most people, the Series 12 gets close enough.