Pinecone founder Edo Liberty took the stage at TechCrunch Disrupt 2025, held from October 27-29 at Moscone West in San Francisco, to address a critical gap in enterprise AI.
Liberty’s talk focused on the distinction between knowledge and intelligence, challenging the industry’s obsession with bigger models as the sole path to AI advancement.
Redefining AI: Beyond Bigger Models
According to Liberty, the real breakthrough lies in enhancing search capabilities, which he believes will form the foundation of smarter, more efficient AI systems.
Historically, enterprise AI has struggled with integrating contextual understanding, often leading to inefficiencies in data retrieval and decision-making processes.
Liberty’s company, Pinecone, a leader in vector database technology, aims to bridge this gap by enabling AI to process and retrieve information with unprecedented accuracy.
The Impact on Enterprise Efficiency
The potential impact of this shift is massive, as businesses could save billions annually by reducing AI errors and improving operational workflows.
Looking back, the AI industry has seen rapid growth since the early 2010s, but many solutions still lack the ability to adapt dynamically to complex enterprise needs.
A Vision for the Future of AI
Liberty envisions a future where AI doesn’t just store data but understands it in a human-like way, revolutionizing industries from healthcare to finance.
His insights at Disrupt 2025 underscore Pinecone’s mission to build a better brain for AI, prioritizing intelligent search over raw computational power.
As competition in the AI space intensifies, Liberty’s perspective could shape how companies allocate resources, focusing on smart search innovation rather than sheer scale.
The implications for the future are profound, potentially setting a new standard for how enterprise AI systems are designed and implemented over the next decade.
TechCrunch Disrupt 2025 continues to be a platform for groundbreaking ideas, and Liberty’s talk has already sparked discussions among tech leaders and investors eager to explore this missing link.
Maria Lourdes
