The AI Workbench blog
Ideas, experiments,
and lessons in AI.
Practical insights on machine learning, generative AI, and building systems that work.
Latest from the workbench
Machine Learning
Choosing the right embedding model
A practical guide to embedding models, including trade-offs, evaluation methods, and retrieval quality.
Machine Learning
What model accuracy doesn’t tell you
Go beyond a single number. Explore evaluation metrics, test sets, and practical failure analysis.