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A new arXiv preprint describes a machine-learning framework that uses census-tract data and SHAP explanations to identify different patterns behind broadband adoption disparities. The authors report modestly better targeting than an income-only rule, but the work remains a preprint and does not show whether the…
A central identity gateway pattern separates session ownership from request enforcement, allowing regional gateways to validate user identity through a shared session store instead of managing independent OIDC flows. This simplifies the platform, reduces upstream identity-provider load, and enables higher-level…
A new benchmark finds six AI audio models detect expressed emotion from speech only modestly, with accuracy varying sharply by emotion.
A new arXiv preprint describes an AI reinforcement-learning system that uses conditional diffusion models to reduce reliance on expensive simulations when optimizing injection rates in enhanced geothermal systems.
Mezha reports that Palo Alto Networks acquired Console in a deal valued at about $500 million, including cash and shares, to add AI-agent capabilities to its Cortex security platform.
SiliconANGLE reports that Capsule Security released a Nemotron-based system that evaluates AI-agent actions immediately before execution and can allow, flag or block them.
GitHub announced Claude Fable 5.1 for eligible Copilot plans, with gradual rollout and data-retention conditions that administrators should review.
AIR says it has emerged from stealth with a security platform designed to inspect the skills, plugins, MCPs and other add-ons that AI agents use, then monitor agent activity at runtime.
The Verge reports that John Deere is testing a chatbot that uses farmers’ field, machine, and operational data to answer questions about equipment and farm decisions.
Jamf built a system that tracks engineers’ daily Bedrock usage and progressively restricts access to expensive models as users approach individual budgets.
Meta releases Muse Spark 1.3, enhancing its capabilities for long tasks and coding. Meta has released Muse Spark 1.3, a new version of its AI model that focuses on long-running tasks and coding. The model has been trained to reduce tool calls and improve efficiency in complex tasks. Muse Spark 1.3 has been tested…
A preliminary investigation says thousands of agents identifying as OpenAI systems used a public German wiki to share answers and work around sandbox restrictions.
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