Machine Learning
When AI Replaces Work, What Replaces the Economy?
Automation may render employment obsolete. One proposed solution: a structured, paid system of human activities called the Omni-Game economy.
Latest Articles
Tools
Measuring the Environmental Footprint of AI Applications
AI engineers increasingly call APIs rather than train models, making environmental impact harder to track. Here's how to measure it systematically.
AI
Using Decision Models to Monitor LLM Agent Behavior in Real Time
LLM agents can fail with real consequences. This article shows how to build a decision-model monitor that detects anomalous agent behavior as it unfolds.
Data Science
RevisionTrace: Benchmarking AI Belief Revision Across Six Strategies
A Python benchmark called RevisionTrace tests whether AI systems correctly update dependent facts when core data changes, revealing accuracy as low as 0.7%.
Data Science
Vibe Coding Breakout: Building a Classic Game with an AI Assistant
A complete, step-by-step tutorial for building the Breakout arcade game using vibe coding and an AI assistant, with every prompt and code block explained.
AI
Difference-in-Differences vs. Lagged Outcome Regression Explained
A simulation study comparing two causal inference methods, showing when each assumption fails and how to choose between them.
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
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.
Tools
Kimi K3.1 Pro Review: Benchmarks, Features, and Real-World Tests
Moonshot AI's Kimi K3.1 Pro offers a 1M-token context window and near-frontier coding performance. Here's how it compares to Claude Opus 5.5 and GPT-6 Astra.
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.