How we know an AI system is ready for real work
How to evaluate probabilistic AI inside workflows that demand permissions, evidence, reliable actions, and human judgment.
Insights
Notes on building AI systems that can do real work.
Practical writing about workflow design, control boundaries, and how to evaluate complete systems—not just models.