Claude

A physicist set an AI system a notoriously difficult nine-loop problem from theoretical physics, and Claude managed to solve it. The result is drawing attention to how far large language models have come in handling complex, technical calculations once thought to be beyond their reach, and is sparking debate among researchers about AI's growing role in scientific work.

Anthropic says its Claude AI helped identify a previously unknown gene-editing enzyme, a claim that would mark a notable milestone for AI in biological research. However, the finding has not yet been independently confirmed by scientists, and experts are urging caution until the work is validated through peer review or laboratory replication.

Anthropic says its Claude AI model has independently discovered a new enzyme system after analysing DNA databases, marking the first discovery to come out of the company's newly established biotech laboratory. The announcement is being shared widely in German-language tech and science circles, with commentators framing it as a milestone for AI-assisted biological research.

A video clip of computing pioneer Alan Kay is circulating on Hacker News, in which he discusses Claude Shannon, the mathematician who founded information theory. The snippet shown references Shannon's work on handling noisy communication channels, a foundational idea behind modern digital communication and computing. Commenters appear drawn to Kay's reflections on computing history and theory, though the full context of the discussion is limited to a single post with around 140 points and no visible thread detail.

reverse-skill is a GitHub repository by zhaoxuya520 described as a skill router pack for reverse engineering, authorized penetration testing and security research. It uses AI-powered routing, bootstraps security toolchains on demand, and maintains a self-evolving knowledge base. It is built for AI coding clients such as Claude Code, Kiro, Cursor and Cline, and is written in PowerShell. The repository is trending globally with around 409 interactions, drawing attention from developers interested in integrating security tooling with AI assistants. Discussion beyond the repository description is not available in the posts.

Claude, the AI assistant developed by Anthropic, is claimed to have beaten a record associated with physicist Lance Dixon by computing a nine-loop physics amplitude. The claim suggests a major step for artificial intelligence in theoretical physics, where multi-loop amplitudes describe particle interactions and are notoriously hard to calculate.