How to evaluate AI the way you evaluate a hire | Evals for PMs
Join the next session: https://maven.com/p/62b4bd/master-ai-agent-observability-aka-evaluation-for-p-ms?utm_medium=ll_share_link&utm_source=instructor We judge a new hire on whether they are helpful, honest and harmless. The same framework works for judging an AI system. → Helpful: does it do the job? If it processes a contract, are the answers short and useful to a lawyer? → Honest: is the answer grounded in the source? Check groundedness → Retrieval quality: are you pulling in too much? A grounded answer can still cost you too much downstream → Completeness: what is the system missing, and how much? Write the criteria first, then measure each one. That is how you evaluate a RAG system. Learn how to build and evaluate AI products in our free Friday Lightning Sessions. #Shorts #AIEvals #RAG #AIPM #AgenticAI
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