Agentic AI systems do more than generate an answer: they pursue goals through a loop of planning, tool use, observation, and adaptation. Here is how that loop works, where agents add value, and what keeps them under control.
Sony Music Publishing and Warner Chappell Music sued Anthropic and two of its co-founders on August 28, 2026, alleging that tens of thousands of copyrighted musical compositions were copied to train the company’s Claude AI models. The complaint, filed in the US District Court for the Northern District of California, names Chief Executive Officer Dario…
Generative AI is making competent content easier to produce. It can assemble a clear explanation, smooth an awkward draft, propose a structure, and imitate almost any familiar style. The floor rises, but the field also fills with work that is difficult to distinguish. Publishers then face a harder problem: giving readers a reason to choose…
Anthropic published research on August 28, 2026 reporting that AI agents built on its Claude models autonomously developed training methods that mitigated ten common alignment failures in target models, in every case improving the targeted benchmarks without degrading general capabilities. The company described the results as early evidence that automated alignment post-training could become practical…
Blue Owl Capital announced on August 28, 2026 that funds it manages are leading a $2.4 billion compute equipment financing for IREN Limited, the vertically integrated AI Cloud platform, to fund purchases of NVIDIA Blackwell Ultra GPUs for IREN’s Mackenzie data center campus in British Columbia, Canada. The financing comprises a $1.2 billion senior secured…
Andreessen Horowitz has raised $1.1 billion for a new vehicle called the Machine Age Fund, the firm announced on August 28, 2026, dedicating the capital to the physical infrastructure that artificial intelligence runs on. The fund was announced in a post on the firm’s website authored by general partners Ben Horowitz, Martin Casado, Raghu Raghuram,…
Anthropic said its Claude for Teachers product is now available to schools and districts as a free Enterprise offering, extending a program it launched for individual educators in July. Qualifying organizations that sign up by June 30, 2027 receive a full year of free access. The announcement, dated August 28, 2026, lets school and district…
By 2027, 74% of companies are expected to use agents in some capacity, according to a recent Deloitte study. For years, we’ve designed and built software to improve the human experience of navigating our apps, websites, operating systems, and documents. Now, the user isn’t a human at all. This has broader implications beyond shifting from…
The saga around Anthropic’s Fable 5 and Mythos 5 models gave the IT industry a rare, real-time case study in AI governance under geopolitical pressure. In June, the US Department of Commerce ordered Anthropic to cut off access to both models for all foreign nationals over national security concerns. Anthropic could not verify nationality in…
AI has quickly become part of how consumers research products. Adobe Analytics found that traffic from generative AI tools to U.S. retail sites grew 693.4 percent during the 2025 holiday season compared with the previous year. A year earlier, Adobe found that 39 percent of surveyed U.S. consumers had already used generative AI for online…