Enterprises that treat AI customization as a project instead of core infrastructure are already losing ground. The stronger signal from the market and vendors (Microsoft Azure, Red Hat AI) is that durable advantage comes from modular, governed pipelines that let organizations embed domain knowledge and evolve models continuously, not from isolated fine-tuning experiments. Assembling modular […]
Varonis Systems has launched Varonis Atlas, an end-to-end AI security platform that combines continuous AI asset discovery, runtime protection, threat detection, and governance with the company’s data-sensitivity context. The product is pitched as more than a discovery or monitoring tool: Atlas aims to close blind spots from shadow AI through to live model interactions and […]
In February 2025 at The Mox in San Francisco, animal–welfare advocates and AI researchers convened to move beyond simplistic narratives about AI either replacing human advocacy or only raising sci‑fi questions about machine minds. The meeting laid out concrete deployments, shifts in philanthropic supply, and governance gaps that could matter within years, not decades. A […]
OpenAI is not merely iterating on chatbots or coding helpers. It has set explicit deployment targets — an autonomous “AI research intern” by September 2026 and a fully autonomous multi‑agent researcher by March 2028 — backed by massive compute and a safety framework, and those specifics change how researchers, funders, and regulators should respond now. […]
Shadow AI is no longer just employees installing new AI apps: it increasingly appears as quietly enabled features inside trusted SaaS tools. Obsidian Security logged 69,749 user interactions with embedded AI in a 30‑day window, most of which would have been invisible without browser-level monitoring — a sign that periodic procurement reviews alone no longer […]
Agentic AI — autonomous, multi-step agents that act on data and interact with systems — is moving from pilots to potential enterprise infrastructure. The catch: success depends less on a marginally better model and more on governance, cross‑team operating changes, and ongoing human-agent collaboration. Microsoft’s five‑level adoption maturity model and MIT Sloan research both point […]
ByteDance has paused the planned mid‑March global rollout of Seedance 2.0 after a wave of cease‑and‑desist letters from major Hollywood studios, turning what looked like a technical delay into a legal and governance checkpoint: the company must either negotiate licenses or materially change how the model was trained before commercial expansion. How the rollout unraveled […]
Physical AI—robots that perceive, reason, and act—is being framed as the next step for factories. That framing is correct in intent but misleading in practice: production deployments today look nothing like simple add-ons to traditional automation, and the split between modular AI pipelines and holistic end-to-end learning models matters for who can adopt what, and […]
Tilly Norwood’s new single and video, “Take the Lead,” makes one thing plain: what the industry calls an “AI actor” is a blended production—heavy on human direction, capture, and editorial control—rather than a self-running substitute for human performers. The release by Particle6 and its AI studio Xicoia uses Suno for music, Eline van der Velden’s […]
The Iran conflict has made one point hard to miss: military AI is no longer a pilot project sitting at the edge of operations. It is already being used in targeting, intelligence synthesis, drone warfare, and public war monitoring, while the rules governing those uses remain partial, opaque, and often contested. What changed in the […]
AI coding assistants are not just speeding up software delivery. They are shifting risk from obvious coding mistakes toward harder-to-find architectural weaknesses, while autonomous AI agents add a second layer of exposure through permissions, data access, and tool use that traditional software controls do not fully cover. What changed in practice Apiiro’s research points to […]
