Type
Talk
Timing
3 October - MEZZANINO HALL
- 10.15 - 11.00
ChatGPT, Large Language Models, and All That Jazz: Best Practices and Common Pitfalls in Developing AI Applications
In November 2022, ChatGPT was launched, showing to the world the power of AI technologies and setting the record for the fastest growing consumer app in the history of the internet (100M of monthly active users in two months).
But how does ChatGPT really work? And how can we use it in the best way to develop AI applications?
But how does ChatGPT really work? And how can we use it in the best way to develop AI applications?
In my talk, I will start by giving a brief overview of how a “Large Language Model” works, what is the technology behind ChatGPT and other modern chat-based assistants. Then, I will discuss practical strategies and best practices, as well as limitations that need to be accounted for when designing and developing AI applications.
I’ll conclude by describing some recently published Spotify research where we discuss the application of AI technologies to improve search and recommendations.
Enrico Palumbo
Senior Research Scientist
Spotify
Enrico Palumbo is a Senior Research Scientist at Spotify, previously at Amazon Alexa. His area of expertise is the application of AI and Language Technologies to improve Search and Recommendations. He has worked on AI products used by millions of people across the world (e.g. Spotify Search and Recommendations, Amazon Alexa) and he is the author of more than 20 publications in top-tier AI journals and conferences. Enrico holds an MSc in Physics and a PhD in Computer Engineering.