Elon Musk’s civil trial, which began jury selection on April 27, 2026, tests a narrow legal condition: can OpenAI’s switch from a nonprofit founding promise to a for‑profit public benefit corporation in October 2025 be treated as fraud or unjust enrichment? The judge has let fraud and unjust enrichment claims proceed while dismissing breach-of-contract counts; […]
AI’s effects on democratic life are not automatic: the same tools can broaden citizen representation or amplify exclusion depending on governance choices. Recent empirical work and policy blueprints show where modest interventions win public trust and where stronger oversight or literacy investments are necessary to avoid concrete harms. Where modest fixes deliver measurable gains Field […]
Elon Musk spent his first week on the stand in Musk v. Altman accusing OpenAI leaders of “stealing a charity” after converting the organization he helped found into a for‑profit engine — but his testimony also confirmed xAI used distillation from OpenAI outputs, a fact that complicates his legal posture. The suit seeks up to […]
Anthropic has simultaneously pushed Mythos into conversations at the highest levels of government and finance while locked in a legal fight with the Department of Defense—an unusual posture that makes Mythos a distinct governance and operational problem for banks, regulators, and infrastructure providers. What banks and financial regulators are being asked to weigh Mythos is […]
Agentic AI can automate workflows that traditional automation could not—but only when enterprises rebuild processes and infrastructure around autonomous agents instead of tacking agents onto legacy flows. Layering agents on old systems often produces fragile, expensive projects; Gartner predicts more than 40% of agentic AI initiatives will fail by 2027 because of integration and data‑architecture […]
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 […]
