Thanks for sharing this comprehensive guide on AI product management! It does a great job outlining the different aspects PMs need to handleโfrom managing data and collaborating with data scientists to navigating model uncertainty and ethical considerations. As AI product managers, we have to balance technical challenges with user-centric problem solving and strong crossโfunctional communication to deliver products that learn and improve over time.