Peer review is overwhelmed—can it survive in the AI era?
As research and AI-assisted papers surge, volunteer reviewers struggle to keep up.


Company Offering ‘100% Human-Written, Never AI’ Medical Research Is Entirely AI
Research Gold's team of human methodologists are either AI generated or using the identity of real people without their permission
Claude has improved on a longstanding lower bound for the fraction of zeros of the Riemann zeta function that satisfy the Riemann hypothesis
An unreleased Claude model improved the lower bound for the fraction of zeroes of the Riemann zeta function that satisfy the hypothesis, raising it from 41.6% to 67.2%.

What sort of maths are LLMs good at?
For the sake of anyone who might read this blog post in the distant future (a month from now, say), let me mention that I am writing it a few days after OpenAI announced that it had solved ten majo…

VibeMathed - Math Problems Solved by AI
A community-curated record of math problems no human had solved before, proved or disproved with AI in the loop - with checkable sources and verification labels.
🔬The BioAI Phase Shift - Matthew McPartlon & Neil Patil, Chai Discovery
Pharma is suddenly paying for Bio × AI tools, and Chai is leading the pack with four deals closed this summer. Cofounder Matt McPartlon and Product leader Neil Patil explain why.

Certainly! Generative AI and its Impact on Academic Writing (in Finance)
We examine how the public release of large language models (LLMs) has affected academic writing and publication outcomes in finance. Using a sample of 55,964 fu
The verification thread keeps tightening. Anthropic's Claude improved a Riemann zeta bound and formalized the proof in Lean. VibeMathed now catalogs 565 AI-solved math problems, 134 of them Lean-verified. And Litvak's planted-error experiment shows that AI peer reviewers are surprisingly uncorrelated. Pool five systems and you catch 93 of 100 errors, but every one of them misses omissions. The pattern across all three: individual AI outputs are. Full edition: hallway.aris.pub/no/021/