OpenAI Claims Reasoning Model Solved 80-Year Math Problem

Sonia Joseph, CEO of startup World Mechanics, argues that mechanistic interpretability and world models, typically treated as separate research problems, are actually interconnected. Joseph contends that understanding how AI models work internally is essential to building AI systems that can reason about and operate in the physical world, with applications spanning medicine and manufacturing.

OpenAI has launched the Rosalind Academic Plan, providing sponsored access to GPT-Rosalind and associated tools for eligible academic research labs focused on life sciences. The program aims to democratize access to advanced AI capabilities for researchers who might otherwise lack resources. The initiative targets institutions conducting work in biology, chemistry, and related fields where computational tools can accelerate discovery.

Anthropic has granted METR researchers employee-level access to its systems, allowing independent assessment of the AI model maker's risks, incidents, and practices. METR will publish its own findings without Anthropic's right to block publication. This arrangement represents a shift toward third-party oversight of frontier AI development.

Science Corporation, led by former Neuralink president Max Hodak, has implanted its vision-restoring chip in its first patient with Stargardt disease. The company is developing a brain-computer interface approach to address vision loss.