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AI agents want your busywork, shopping list, and increasingly, a role on either side of a cyberattack. Apple buyers are juggling hardware rumors and delivery estimates, while IT teams face another round of urgent patches. Apparently, the future requires less clicking and more checking what the software just did. Top
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Most fine-tuning teaches a model to produce a better answer to a single prompt. Agentic tasks are different. An agent that files an expense report or triages a support ticket takes a sequence of actions, and each step depends on what came before. There’s rarely one correct sequence to
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WatchGuard details Overlord RAT attacks using fake Brazilian legal notices, plus Lampion malware and a separate remote access campaign targeting users in Portugal. Overlord RAT has surfaced in a newly documented malware campaign discovered by WatchGuard that uses fake Brazilian legal notices to trick victims into downloading malicious files. The
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Across my conversations with leaders in government, critical infrastructure and regulated industries, one priority consistently rises to the top: putting technology to work on their most important systems while maintaining the control those systems require. This challenge is becoming more important as advanced cloud and AI capabilities move into public
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In Brief 9:26 AM PDT · October 23, 2026 Daytona Platforms announced on Friday that it had raised a $60 million Series B round at a $1 billion valuation led by FirstMark Growth. The company says it has now raised a total of $91 million. The New York-based startup has
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Plant breeding decisions depend on data that spans genomics, field trials, imagery, environmental conditions, and model outputs. Bayer Crop Science runs hundreds of machine learning (ML) model configurations against this data across crops, regions, and teams, and each run needs to be repeatable and governed. To meet that requirement, Bayer
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Updating the Amazon Sagemaker AI real-time endpoint configuration (changing the instance type, instance count, or environment variables) causes deployments through AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to fail. SageMaker AI requires you to deregister the scalable target before updating the endpoint, but when you deregister it,
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* Critical PHP2Shell flaws also impact internet-exposed NAS devices and PHP-based Docker workloads * Major vendors are still releasing patches, leaving some Synology, QNAP, and other systems exposed * Researchers urge immediate updates, removal of public exposure, and VPN-only remote access Websites and web servers are apparently not the only products affected by
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An AI agent that deploys code, pays an invoice or signs a blockchain transaction usually does it with whatever a human would have used, a private key, an API secret or a cloud credential, sitting in its environment where anything that talks to the model can reach it. One prompt
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A checkout test fails in CI with this message: expected '[data-cy="cart-total"]' to have text '$45.00' The screenshot shows $50.00. An AI assistant can invent several plausible explanations: the discount request failed, React rendered stale state, the selector found the wrong cart,
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Let's learn about Hackernoon Vi via these 500 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology. HackerNoon in Vietnamese provides technology content in Vietnamese, making tech insights accessible
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Scientists can now talk to raw genetic code using ordinary English, and it doesn’t take a supercomputer to listen. AI platform Hugging Face on Thursday announced Carbon-X, an open-weight, 14.8-billion-parameter language model that lets researchers chat directly with DNA. Built in collaboration with Italy’s University of Naples
