How an MIT research project became a global programming language
It all started with some exasperated emails. Back in 2009, a group of researchers began venting their frustration with the programming languages designed to help scientists and other researchers perform complex mathematical operations and statistical simulations without learning how to code. These programming languages were rigid and slow. If scientists built something that really worked,…
What Is Agentic AI? How Systems Plan, Use Tools, and Complete Tasks
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 and Warner Chappell Sue Anthropic Over Claude Lyric Training
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…
When Content Is Infinite, Point of View Becomes the Scarce Asset
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 Reports Claude Agents Mitigated Ten Alignment Failures
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 Funds Lead $2.4B AI Factory Equipment Financing for IREN
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 Raises $1.1B Machine Age Fund for AI Infrastructure
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 Brings Claude for Teachers to Schools and Districts
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…
Agents Are Always Day-One Hires. It’s Time We Designed for It.
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…
Washington Can Suspend Anthropic’s Models, but It Can’t Fix Your Architecture
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…