Serious vulnerability in Pillow, the standard Python image library. Risk of code execution via crafted filenames alone

IntroductionA critical vulnerability has been discovered in Pillow, the most widely used image library in Python. When ...
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 ...
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 ...
KDnuggets

Named Entity Recognition Using Scikit-LLM

Our NER pipeline, despite its simplicity in setup, did a pretty good job.
Unite.AI

What Is Self-Supervised Learning? How Models Learn from Unlabeled Data

Self-supervised learning creates training targets from the structure of unlabeled data, allowing models to learn ...
MarkTechPost

CopilotKit Releases CLiF: A Continual Learning Platform That Turns Agent Traces and User Actions into Skills, Evals, and Fine-Tuning Data

CopilotKit releases CLiF in early access. It turns agent traces and user actions into skills, production-based evals ...
science

From scrap to prime: Designing high-performance alloys from dirty feedstocks with machine learning

Producing alloys from recycled metals via secondary synthesis can markedly cut energy use, greenhouse-gas emissions, and dependence on scarce, strategically important elements relative to primary ...