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The AI Alliance application and tools working group has conducted a comprehensive study on best practices for advancing domain-specific Q&A using retrieval-augmented generation (RAG) techniques. The findings of this research, provide insights and recommendations for maximizing the capabilities of Q&A AI in specialized domains.
Evaluation of Generative AI - what’s ultimately our goal?
The era of generative AI has ushered in new challenges and risks, which have completely changed the way we think about product development. With increasingly diverse ways to evaluate models, we learn both about emergent capabilities but also about the potential harms they bring. One of the major challenges as evaluations become more esoteric is that ways to collaborate are limited for experts in various fields that also intersect in generative AI.