If we want them to do Knowledge Work, we need to design Knowledge Agents
Official Schedule Context
- Date/time: 2026-06-29 · 1:30pm-1:50pm
- Track/room: Search & Retrieval · Track 3
- Speaker(s): Benjamin Clavié
- Session type/status: session · confirmed
Official Description
It's tempting to assume that just like agents revolutionised coding, they will revolutionize other
areas: legal, finance, advertising, and even medicine. All of those have in common that they are
fundamentally knowledge work. And thankfully, humans have spent thousands of years searching for the
best possible workflows for knowledge work. And yet, we seem to be disregarding all of these
learnings, forcing every knowledge task into the shape that worked for coding. Today, we're going to
talk about the history of knowledge work and how tools were co-designed to support it to understand
how we should be building Knowledge Agents, themselves co-designed with their Knowledge Tools. This
is key to avoiding falling into a "good enough" local optimum: think about legal clerking, a core
part of the legal industry where information gathering and reasoning is performed to support the
work of senior lawyers. The practice of clerking follows its own code, rules and best practices,
which could not have feasibly emerged from studying software engineering: and similarly, there is no
reason to believe knowledge agents could emerge from coding agents.
Related YouTube Video
No related AI Engineer channel video found yet.
Transcript Status
No official session recording transcript was found by exact title match on the AI Engineer YouTube channel during this run.
People
Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.