Tools
Breaking a Browser Agent on Purpose to Test Fault Detection
A browser agent scored 31 to 57 with the same model after fixing coordinate, parsing, and feedback bugs. Spotting faults and recovering from them proved to be s
Latest Articles
Machine Learning
GPT-6.1 Terra Review: Five Practical Tasks Tested
GPT-6.1 Terra is tested across five real-world tasks: Excel audits, Python repair, presentations, calendar scheduling, and audio prep.
AI
Runtime Alignment Monitoring: A Framework for Governing Autonomous AI
As AI systems gain autonomy and self-improvement capabilities, runtime alignment monitoring has become essential for safe deployment and governance.
Machine Learning
Skewness and Kurtosis: From Statistical Moments to Machine Learning
A practical guide to skewness and kurtosis, covering statistical moments, formulas, data transformations, and applications in machine learning workflows.
Data Science
Build a Three-Agent AI Newsletter Crew in Python
Build a supervised AI agent crew in 150 lines of Python. Three specialized agents research, write, and edit while you sleep.
AI
On-Policy Self-Distillation: A New Approach to Continual Learning
On-policy self-distillation (OPSD) offers a promising solution to catastrophic forgetting in post-training. This article explores the SDFT framework and its imp
Data Science
AI Harms and Their Technical Causes: A Product Liability Primer
Character.AI's legal troubles illustrate how engineering decisions create real-world liability. Here's what AI practitioners need to understand.
Tools
Conformal Prediction: Building Reliable ML Models with Uncertainty Intervals
Conformal prediction adds uncertainty intervals to ML predictions. Learn how to apply it step-by-step using Python and the UCI Online Shoppers dataset.
Machine Learning
How Many EEG Channels Do You Actually Need for Classification?
Reducing EEG channels from 19 to 8 costs less than 2% in cross-participant accuracy. Stable channel rankings don't guarantee better generalization.
Tools
5 Best Resources to Learn About World Models in 2026
World models are a fast-growing AI research area. These five resources take you from RL fundamentals to modern architectures like Dreamer and Genie.
Machine Learning
How Many Guesses Does It Take to Crack an AI's Random Number?
Language models aren't random. This analysis uses logits to measure exactly how guessable an AI's "random" number pick really is.