Eval-Driven Development: Lessons from Evaluating GenAI at Scale
Airbnb prioritizes evaluation in Generative AI product development, sharing best practices for engineers.
Airbnb is transforming the development of trustworthy Generative AI products by prioritizing evaluation as a core engineering discipline. Unlike traditional software, LLM outputs are non-deterministic and subjective, often requiring AI to evaluate AI, which can introduce new failure modes. Teams at Airbnb leverage data analysis and continuous evaluation to enhance their products, sharing best practices with the engineering community.
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