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Cybersecurity AI (CAI): Open-source framework for AI security

Cybersecurity AI (CAI) is an open-source framework that helps security teams build and run AI-driven tools for offensive and defensive tasks. It’s designed for anyone working in security, including researchers, ethical hackers, IT staff, and organizations that want to use AI to find vulnerabilities, test defenses, and improve their security. Building and testing AI-driven security tools CAI provides the core pieces needed to create custom AI agents that can handle tasks like mitigation, vulnerability scanning, … More → The post Cybersecurity AI (CAI): Open-source framework for AI security appeared first on Help Net Security.
http://news.poseidon-us.com/TNCjqJ

Tiny new lenses, smaller than a hair, could transform phone and drone cameras

Scientists have developed a new multi-layered metalens design that could revolutionize portable optics in devices like phones, drones, and satellites. By stacking metamaterial layers instead of relying on a single one, the team overcame fundamental limits in focusing multiple wavelengths of light. Their algorithm-driven approach produced intricate nanostructures shaped like clovers, propellers, and squares, enabling improved performance, scalability, and polarization independence.
http://news.poseidon-us.com/TNCjfF

Kubernetes matures as AI and GitOps reshape operations

Kubernetes has moved well past its early adoption phase. The new Komodor 2025 Enterprise Kubernetes Report shows that technical teams are shifting their focus from running containers to managing a growing mix of AI workloads and advanced automation practices like GitOps. “Organizations have made Kubernetes their standard, but our report shows the real challenge is operational, not architectural,” said Itiel Shwartz, CTO of Komodor. “Even as practices like GitOps and platform engineering gain traction, enterprises … More → The post Kubernetes matures as AI and GitOps reshape operations appeared first on Help Net Security.
http://news.poseidon-us.com/TNChsx

AI needs ethics to avoid real-world harm

In this Help Net Security video, Brittany Allen, Senior Trust and Safety Architect at Sift, explores how the rise of AI agents is creating new fraud risks. She explains how these agents, while designed to assist users, can unintentionally help fraudsters by carrying out tasks without recognizing malicious intent. Brittany also discusses why humans relying on AI may overlook classic red flags in online scams and how AI-driven activity disrupts established fraud detection patterns. As … More → The post AI needs ethics to avoid real-world harm appeared first on Help Net Security.
http://news.poseidon-us.com/TNChsp

OpenID Foundation sets new standards for real-time security event sharing

The OpenID Foundation (OIDF) has approved three Final Specifications, establishing the first global standards for real-time security event sharing across digital identity systems. The approved Final Specifications are: OpenID Shared Signals Framework 1.0 – Enables secure, real-time delivery of security events between any connected systems OpenID Continuous Access Evaluation Profile (CAEP) 1.0 – Defines how systems communicate session changes to maintain continuous security OpenID Risk Information Sharing and Coordination (RISC) 1.0 – Establishes standards for … More → The post OpenID Foundation sets new standards for real-time security event sharing appeared first on Help Net Security.
http://news.poseidon-us.com/TNChnR

Enterprise software spend accelerates amid AI adoption blitz

As the technology ripples through IT budgets, it’s driving up costs across infrastructure, data management and applications, according to West Monroe.
http://news.poseidon-us.com/TNCfyg

Inside the world’s most powerful AI datacenter

Today in Wisconsin we introduced Fairwater, our newest US AI datacenter, the largest and most sophisticated AI factory we’ve built yet. In addition to our Fairwater datacenter in Wisconsin, we also have multiple identical Fairwater datacenters under construction in other locations across the US. The post Inside the world’s most powerful AI datacenter appeared first on Microsoft Azure Blog.
http://news.poseidon-us.com/TNCbhg