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Balancing Responsible AI and Rapid Iteration in Generative AI Systems?

Omar Hassan
Omar Hassan
·6260 views
Those new AWS Well-Architected Lenses for AI/ML really hit on some big stuff, especially about responsible AI. So, for us folks building generative AI apps, how do you actually juggle the need to build things fast and try new stuff, which you kinda have to do to figure out what people want, with all the longer, more detailed steps for responsible AI? It just feels like you're always pulling in two directions: going quick to put out new models or features versus taking your time to really check for fairness, bias, and transparency. Are people finding any specific tools or ways of working that help get these responsible AI checks in earlier without totally stopping everything? Or is it more about just deciding what to prioritize based on how risky the application is?
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