When you're trying to get the best performance out of Python, most developers immediately jump to complex algorithmic fixes, using C extensions, or obsessively running profiling tools. However, one of ...

Anthropic researcher Nicholas Carlini published a blog post describing how he set 16 instances of the company’s Claude Opus 4.6 AI model loose on a shared codebase with minimal supervision, tasking ...

Anthropic has demonstrated the extent of autonomous AI development with a remarkable experiment. Sixteen AI agents built a C compiler almost entirely independently, but the results show both ...

Anthropic has revealed a striking experiment where AI systems worked together to build a complete C compiler almost entirely on their own. Led by researcher Nicholas Carlini, the project shows how far ...

Amid a push toward AI agents, with both Anthropic and OpenAI shipping multi-agent tools this week, Anthropic is more than ready to show off some of its more daring AI coding experiments. But as usual ...

The C compiler project required the AI agents to self-orient and recover from context loss between tasks, a common challenge in long-running AI projects. By the end of the experiment, the team ...

Developers choose Rust because they can use it to write software that is memory-safe, correct, and—above all—fast. But the Rust compiler isn’t always the fastest car in the garage. The larger a Rust ...

Three years ago, Luminal co-founder Joe Fioti was working on chip design at Intel when he came to a realization. While he was working on making the best chips he could, the more important bottleneck ...

Richie Etwaru, Co-founder & CEO of Mobeus, is an evangelist for the probabilistic math revolution and a pioneer in emerging technologies. When I say the compiler is having its punch card moment, I ...

A new technical paper titled “Elk: Exploring the Efficiency of Inter-Core Connected AI Chips with Deep Learning Compiler Techniques” was published by researchers at the University of Illinois ...