Navigating the Vector Database Landscape with Pinecone's Edo Liberty

Navigating the Vector Database Landscape with Pinecone's Edo Liberty

Author: Lukas Biewald March 28, 2024 Duration: 1:06:05

🚀 This episode of Gradient Dissent welcomes Edo Liberty, the mind behind Pinecone's revolutionary vector database technology.

As a former leader at Amazon AI Labs and Yahoo's New York lab, Edo Liberty's extensive background in AI research and development showcases the complexities behind vector databases and their essential role in enhancing AI's capabilities.

Discover the pivotal moments and key decisions that have defined Pinecone's journey, learn about the different embedding strategies that are reshaping AI applications, and understand how Pinecone's success has had a profound impact on the technology landscape.

Connect with Edo Liberty:

https://www.linkedin.com/in/edo-liberty-4380164/

https://twitter.com/EdoLiberty

Follow Weights & Biases:

https://twitter.com/weights_biases

https://www.linkedin.com/company/wandb

Join the Weights & Biases Discord Server:

https://discord.gg/CkZKRNnaf3


Lukas Biewald hosts Gradient Dissent: Conversations on AI, a series that moves beyond theoretical discussions to examine how artificial intelligence is actually built and deployed. Each episode features a direct, unscripted talk with a leading practitioner-you’ll hear from engineers and researchers at places like NVIDIA, Meta, Google, Lyft, and OpenAI. The focus is on the tangible challenges and breakthroughs they encounter, from initial research to the complex reality of putting models into production. This isn't about abstract futures; it's a grounded look at the decisions shaping the field right now. Biewald, bringing his perspective from Weights & Biases, steers conversations toward the practical trade-offs and collaborative efforts that define modern AI work. For anyone in technology or business who wants to understand the mechanics behind the headlines, this podcast offers a rare, candid window into the process. You’ll come away with a clearer sense of how ideas become functional systems and what it really takes to operate at the cutting edge.
Author: Language: English Episodes: 100

Gradient Dissent: Conversations on AI
Podcast Episodes
The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom [not-audio_url] [/not-audio_url]

Duration: 50:40
Formal verification already consumes years of human effort.In this episode, Lukas Biewald talks with Carina Hong, Founder & CEO of Axiom, about why verification is becoming the real bottleneck in high stakes AI systems.T…
What a $42B Software Co. Really Spends on AI Tools [not-audio_url] [/not-audio_url]

Duration: 1:07:46
“I don't worry about being replaced by AI. I worry about being replaced by someone who's really good at using AI.”Atlassian has 10,000+ engineers currently split-testing the world’s top AI coding tools, from GitHub Copil…
Inside the $41B AI Cloud Challenging Big Tech | CoreWeave SVP [not-audio_url] [/not-audio_url]

Duration: 53:19
The future of AI training is shaped by one constraint: keeping GPUs fed.In this episode, Lukas Biewald talks with CoreWeave SVP Corey Sanders about why general-purpose clouds start to break down under large-scale AI work…
Why Physical AI Needed a Completely New Data Stack [not-audio_url] [/not-audio_url]

Duration: 1:00:52
The future of AI is physical. In this episode, Lukas Biewald talks to Nikolaus West, CEO of Rerun, about why the breakthrough required to get AI out of the lab and into the messy real world is blocked by poor data toolin…
The Engineering Behind the World’s Most Advanced Video AI [not-audio_url] [/not-audio_url]

Duration: 14:50
Is video AI a viable path toward AGI? Runway ML founder Cristóbal Valenzuela joins Lukas Biewald just after Gen 4.5 reached the #1 position on the Video Arena Leaderboard, according to community voting on Artificial Anal…
The Startup Powering The Data Behind AGI [not-audio_url] [/not-audio_url]

Duration: 56:15
In this episode of Gradient Dissent, Lukas Biewald talks with the CEO & founder of Surge AI, the billion-dollar company quietly powering the next generation of frontier LLMs. They discuss Surge's origin story, why tradit…
Arvind Jain on Building Glean and the Future of Enterprise AI [not-audio_url] [/not-audio_url]

Duration: 43:41
In this episode of Gradient Dissent, Lukas Biewald sits down with Arvind Jain, CEO and founder of Glean. They discuss Glean's evolution from solving enterprise search to building agentic AI tools that understand internal…