Hybrid choice models with logit kernel can improve how we predict people's decisions. These models have mostly been used for small choices, but now researchers are figuring out how to apply them to bigger decisions. The challenge is dealing with lots of different factors that can affect choices. By using new computer techniques, we can estimate these complex models more accurately.