Anthropic

LLMs are making formal software verification feasible at a much larger scale

Claude formally proved security properties in the compiled code of 123 open-source libraries. Along the way, it found bugs ...

Prompt, Context, Harness, and the Next 'Graph' — Organizing the 5 Layers of Agent Design from Hands-on Failures

The Scope of Design Has Expanded Beyond the ModelHow to build AI agents has been discussed alongside the term "...engineering." In Japanese explanations, it is often introduced as the following three ...

Claude Code stable 2.1.304: Four things to check before and after upgrading with claude -p, Agent SDK, and auto mode

The stable npm version of Claude Code is now 2.1.304. npm dist-tags all point to 2.1.304 for stable, next, and latest as of ...
KDnuggets

How to Process Large JSON Files in Python With ijson

I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.
The Hacker News

Critical Flaw in Python’s Popular Pillow Image Library Allows Code Execution via a Crafted Image

Pillow 13.0.0 fixes EPS, JPEG, and TIFF flaws, including command execution paths involving Ghostscript and crafted image ...
Science

Biophysically constrained learning from healthy neural priors improves motor decoding in pathological cortical networks

High-performance brain-computer interfaces (BCIs) rely on stable neural representations, yet brain functional impairments ...