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 ...

Running out of AI usage limits? Why not leave that task to Python?

Have you been running out of AI usage limits lately?ChatGPT, Claude, and AI agents.It's great that they've become so ...
The Hacker News

Brotli Decoder Flaw Behind Node.js RCE Also Affects Bun, Python and Other Widely Used Software

Brotli decoder flaw CVE-2026-111497 affects Node.js, Bun, Python packages and Envoy; code execution was demonstrated on one ...
letsdatascience

Nimble tells LDS when a web agent should run code

Nimble's Yuval Bertocchi explains how code turned collected web data into a complete result. His LDS interview examines the ...
Tech Times on MSN

GPT-6 cracks COBOL: 97.9% migration accuracy shifts AI bottleneck from code to enterprise

GPT-6 COBOL migration hits 97.9% behavioral fidelity in OpenAI's latest benchmark, a 16-fold improvement over prior models, but enterprise IT teams should understand the gap between benchmark accuracy ...
XDA Developers on MSN

I asked Claude Code to build its own replacement, and it took just 15 minutes

15 minutes and one crazy idea ...
mezha

OpenAI has trained an AI to rewrite outdated programs with 97.9% accuracy

OpenAI announced significant performance improvements in its models for programming languages with relatively little code and ...
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 ...
quantumzeitgeist

Qiskit SDK v2.6 streamlines quantum circuit serialization

The latest version of the Qiskit SDK prioritizes a shift beyond Python, as Qiskit v2.6 is specifically bringing the ...
Anthropic

Using Claude to reduce the attack surface of code

Automated attack surface analysis and reduction can meaningfully improve the security of deployed software in the near term.
tom's Hardware on MSN

Leaked private keys for eight CA certificates let any attacker impersonate any domain

Leaked private keys for eight CA certificates let any attacker impersonate any domain — billions of older devices and ...

AWS just made it way easier to use SageMaker to fine-tune AI models for tool use and your firm's specific tasks

The cookbook supplies examples for chat fine-tuning, mathematics, programming and preference learning. AWS also says it provides agent skills to help coding assistants handle tasks across preparation, ...