How Do You Approach AI Learning in Your Products?

Hi PH community,

I’d love to learn from your experiences in building an app that leverages AI to improve user experience. For the context, conversation-based is popular for generative AI but sometimes it is not easy to set up within a product that does more than just information generation.

I'm curious:

How do you set up interactive AI in your products so it can continuously learn and improve over time?

To break it down:

• What methods have you found most effective in training AI on user interactions?

• What role does user feedback play in your AI model improvements?

• How do you balance learning from users without compromising model complexity?

Looking forward to your insights!