Edo Liberty: Unlocking AI's True Impact Through Intelligence and Knowledge

At TechCrunch Disrupt 2025, Pinecone founder Edo Liberty will explore the real missing link in enterprise AI: knowledge. He will break down the difference between intelligence and knowledge, and explain why delivering both is key to unlocking AI's true impact. Liberty will draw from his experience as Director of Research at AWS and leader of Amazon AI Labs. His session will be a must-attend for anyone building AI systems that work in the real world.

At TechCrunch Disrupt 2025, Edo Liberty, the founder and CEO of Pinecone, will delve into the critical missing link in enterprise AI: knowledge. Liberty's session, scheduled for October 27-29 at Moscone West in San Francisco, promises to be a must-attend event for anyone involved in building AI systems that function effectively in the real world.

According to Liberty, intelligence alone is not enough for AI to be truly useful to businesses. While language fluency and prediction accuracy are important, what sets AI apart is its ability to utilize proprietary data, domain-specific insights, and real-time information retrieval. These elements are the key ingredients that enable AI to deliver task completion, accurate answers, and enterprise value.

Liberty's background as the Director of Research at AWS and leader of Amazon AI Labs underscores his expertise in the field. His session at TechCrunch Disrupt 2025 will draw on his extensive experience, including his work on services like SageMaker and OpenSearch, as well as his academic contributions, including teaching at Princeton and Tel Aviv University, and his numerous publications on machine learning, data mining, and streaming algorithms.

Pinecone, the infrastructure company Liberty founded, specializes in vector databases, which help organizations build high-performance AI applications at scale. These systems are designed to provide reliable retrieval and memory capabilities, enabling real-time use of massive knowledge bases.

The session at TechCrunch Disrupt 2025 will address the need for AI systems to not only possess intelligence but also to have access to the right knowledge to be truly impactful. This conversation is particularly relevant as the AI ecosystem continues to evolve, with the volume of available data expanding rapidly.

References:
[1] https://www.thehindubusinessline.com/info-tech/earth-intelligence-offers-a-20-billion-opportunity-for-tech-providers-gartner/article69792644.ece
[2] https://techcrunch.com/2025/07/09/pinecone-founder-edo-liberty-explores-the-real-missing-link-in-enterprise-ai-at-techcrunch-disrupt-2025/