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Supply chain attacks move up the risk register Software supply chain security has been a talking point for years, but for many organizations it remained just that, a topic for conference panels and compliance checklists. The latest wave of incidents is changing that. Coordinated attacks that compromise widely used open source libraries and CI infrastructure […]

AI’s real bottleneck is no longer training For most of the last two years, AI infrastructure conversations have centered on training massive models. Access to GPU capacity and state of the art research partnerships looked like the primary advantage. In late 2025, that story has changed. Training still matters, but for enterprises actually deploying AI […]

The new model race is about control, not just capability The first wave of generative AI adoption was driven by curiosity. Teams embedded chatbots into products, experimented with code assistants, and wired large language models into prototypes. In late 2025 the landscape looks very different. With OpenAI unveiling GPT-5 and Google DeepMind rolling out Gemini […]

ShieldSign and the AI-Powered Security Landscape Cybersecurity is facing a critical test as AI-generated threats-phishing, deepfakes, and automated exploits-become both more sophisticated and accessible. Microsoft’s recent $650 million acquisition of ShieldSign underscores the escalating technology battle between defenders and adversaries in the digital domain. How ShieldSign Works ShieldSign combines natural language processing and image recognition […]

Apple’s Big AI Leap: Introducing macOS Cortado At its October 2025 Keynote, Apple unveiled macOS Cortado, a milestone update powered by on-device large language models (LLMs). This move signals Apple’s commitment to delivering fast, private and intelligent computing without compromising user data. On-Device LLMs and Privacy by Default The heart of Cortado is its Apple […]