#machine-learning
5 articles exploring machine-learning. Expert insights and analysis from our editorial team.
Articles
PickleScan 1.0.4 Patches a CVSS 10.0 pkgutil.resolve_name Bypass and Six Missing Stdlib RCE Modules
PickleScan 1.0.4 patched three [critical bypasses](/articles/instructlab-cve-2026-6859-hardcoded-trust-remote-code-true-turns-any/), but the fixes expose a deeper flaw: denylist scanning cannot keep pickle safe. The structural fix is safetensors migration.
Google's TimesFM: A Foundation Model for Time Series
TimesFM is Google's pretrained, decoder-only transformer model for zero-shot time-series forecasting, trained on ~100 billion real-world time-points to deliver accurate predictions across domains without retraining.
Synthetic Data Is Eating AI Training
The internet's supply of [high-quality human-generated text](/articles/there-will-be-a-scientific-theory-of-deep-learning-what-arxiv-2604-21691-argues/) is approaching exhaustion. Synthetic data—AI-generated training corpora—is filling the gap, but introduces new failure modes practitioners must understand, including model collapse and quality drift.
Data IS Your PRD: Andrew Ng's Framework for AI Product Management
How AI product managers are rewriting the rules with data-driven requirements that replace traditional specification documents
How to Build Your First Autonomous Coding Agent with OpenHands SDK
A comprehensive guide to building production-ready autonomous coding agents using the OpenHands Software Agent SDK, covering architecture, deployment options, and practical implementation.