Hamel Husain and Shreya Shankar, drawing on work with over 50 AI companies, published an advanced follow-up on building eval systems for AI products, arguing that most teams skip the critical step bef…
Hamel Husain and Shreya Shankar published an AI Evals FAQ distilling the most common questions from teaching 700+ engineers and product managers about AI evaluation. The guide distinguishes model benc…
New AI teams often fail by skipping rigorous evaluation, underestimating retrieval complexity, and treating context as mere text chunks rather than rich metadata, according to a consultant who has wor…
BenchFlow released a curated, annotated library of over 443 resources for building and evaluating AI agents, including papers, blog posts, talks, and tools. The list is verified, pruned of dead links,…