How capable is local AI on a 16GB MacBook Pro? Verifying bug fixes with Kapitsa + Claude Code

Additional Verification] Regarding the operation of editing tools (October 26, 2026)After publication, I re-tested the ...

A Critical Vulnerability in PHP. So, Is Python Safe? Thinking About the 'Free and Easy' Side and the Value of Commercial Software

The other day, I saw the news about a critical vulnerability in PHP, which made me think about it all over again.On October ...
xenospectrum

ScholarEvolve Lets AI Agents Rewrite Their Own Code From Research Papers, Lifting Task Completion 12.4 Points

UCSB and Microsoft's ScholarEvolve generates code from academic papers to improve an agent's harness without retraining model ...
BIOENGINEER

New algorithm halves the cost of quaternion matrix multiplication

Researchers have released qmatmul, a Python package whose algorithm halves the floating-point multiplications needed for ...
2-Spyware

KongTuke malware on Windows: the fake CAPTCHA and CrashFix scam, what it installs and how to clean a PC

KongTuke is a criminal web traffic network behind fake CAPTCHA pages and the CrashFix browser extension scam on Windows. What ...