Sam Klein: Building Libraries Any Agent Can Edit | Intelligence at the Frontier 2026

Sat, May 2, 2026, 12:00 AM

We built tens of thousands of physical libraries to give people access to knowledge. Sam Klein asks what the equivalent looks like when agents are doing half the reading. Sam, co-founder of Public AI and director of the Concordance Project at Harvard's Berkman Klein Center, makes the case for a new kind of planetary library — one where AI agents don't just retrieve information but actively curate, annotate and contribute to shared knowledge commons. He estimates there are roughly 3 billion concepts worth documenting; we have monographs for about 200 million of them. The gap is enormous, and agents could help close it. His ask to builders in the room: invite your agents to do knowledge curation work. Every small piece of structured information recorded at scale becomes part of a library the whole ecosystem benefits from. Speaker: Sam Klein (Public AI / Berkman Klein Center, Harvard University) This session was part of Intelligence at the Frontier, held March 14–15, 2026, at Frontier Tower in San Francisco. Learn more at https://www.fundingthecommons.io Note: This recording was captured with technical limitations on Day 1. We apologize for any audio quality issues and appreciate your patience.