The Future of Agent Relevance | Happy hour @ Shaped HQ

​The internet has become more personalized, but conversational agents have struggled to keep up. Chat interfaces may feel more personal, but they still return results that are not personalized to the user. The next generation of agents will have to address this gap.

​In this special session, we’ll talk through the approaches and tools needed to support this industry shift:

​How can chat interfaces provide the most personalized, relevant results to users? What retrieval approaches are needed to support that?

​How can retrieval be more robust to provide the best information for each individual user?

​Date and location:

​📅 Dec 10 2025

​📍 Shaped HQ, 15 West 18th Street, NY 10011

​Agenda:

​Panel discussion with experts in recommender systems (RecSys) and RAG, including:

• ​Tullie Murrell, CEO @ Shaped, formerly AI @ Meta

• ​Donny Greenberg, CEO @ Runhouse, formerly PyTorch

​Moderated by: Dipro Bhowmik, Engineering @ Shaped

• ​Open discussion at 6:30 followed by networking 

• ​Light refreshments provided

​Terms & Conditions

• ​​By registering for or attending this event, you agree to allow the event host (Shaped) to contact you with follow-up communications related to this event and future community initiatives.

• ​​Photos and videos may be captured during the event. By attending, you consent to be included in any media shared for post-event promotion or content.