In an industry obsessed with an AI arms race where bigger is always better, Pinecone CEO Edo Liberty is ready to argue that everyone is chasing the wrong metric. At the upcoming TechCrunch Disrupt 2025 conference he suggested to make next real breakthrough in AI not from larger models, but from fundamentally perfecting the Search.
Bigger Isn’t Better
Edo Liberty, CEO Pinecone
Liberty’s core argument is that an AI’s intelligence is ultimately bottlenecked by its ability to access the right information at precisely the right time. Instead of just scaling models, he backed the need for high-performance infrastructure that can retrieve relevant data with speed and accuracy.
As Liberty succinctly puts it, “Knowing how to find what matters fast is everything“, a clear signal that the future of smarter AI lies in the data stacks that power them.
The Technology Behind Smarter Search
Liberty’s vision is powered by two key technologies that are reshaping how AI systems operate:
- Retrieval-Augmented Generation (RAG) agent to pull real-time information from external data sources before generating a response.
- Vector Databases like the one Pinecone builds to store and search through complex data based on its meaning and context.
Liberty’s experience includes building foundational AI infrastructure at Amazon before he founded Pinecone to tackle the challenges of next-generation search for developers and enterprises.
TechCrunch Disrupt 2025
Edo Liberty will be presenting his session, “Why the Next Frontier Is Search,” on the AI stage at TechCrunch Disrupt 2025. The flagship tech conference will run from October 27-29 in San Francisco and is expected to draw over 10,000 industry leaders. His talk will offer crucial insights into the underlying technology stack that many believe will power the next wave of innovation in enterprise AI and consumer applications.
Also See: Sam Altman: Social Media Is Becoming a ‘Fake’ Internet
