Welcome to the latest episode of our podcast featuring Edo Liberty, an AI expert and former creator of SageMaker at Amazon’s AI labs. In this episode, Edo discusses how his team at Pinecone.io is tackling the problem of hallucinations in large language models like ChatGPT. Edo’s approach involves using vector embedding

Edo Liberty: How Vector Data Is Changing The Way We Recommend Everything   [Audio]  Podcast: Play in new window | Download Subscribe: Google Podcasts | Spotify | Stitcher | TuneIn | RSS Edo Liberty is the CEO of Pinecone, a company hiring exceptional scientists and engineers to solve some of the hardest and most impact

00:00:24 Introduction 00:02:19 Edo's Background 00:08:20 What are Embeddings? 00:14:00 Self-Organizing Maps & how humans store data 00:22:27 The lifecycle of a machine learning system 00:34:40 The weirdness of high-dimensional spaces 00:42:20 How to manage a vector database 00:47:01 Pinecone the company ★ Support this

In this episode of the Data Exchange I speak with Edo Liberty, founder of Hypercube, a startup building tools for deploying deep learning models in search and information retrieval involving large collections. When I spoke at AI Week in Tel Aviv last November several friends encouraged me to learn more about Hypercube