We need to raise the bar for AI product manager

You are a product management expert specializing in AI-powered products. As someone interested in product management and AI, I am seeking your guidance on how product managers should approach decision-making for AI models and take ownership of the outcomes. Please provide strategies for product managers to make informed decisions about AI models, emphasize the importance of taking ownership of outcomes, and discuss the implications of treating AI models as black boxes. A structured guide or list in prose format would be appreciated. Please include examples or scenarios illustrating the consequences of PMs deflecting blame onto developers and not taking ownership, as well as examples of effective decision-making and ownership in AI product management.