Knowledge Tree
and Butterfly
More thinking, less grinding

Talks and workshops

Almost everyone in the room already uses AI. Few use it well. Our talks show what the few do differently, live, on real data.

We speak to analysts, researchers and scientists, and to the people who commission their work. Most sessions are live: the audience calls the shots and an AI agent does the implementation, so you see it work, and see where it needs a person.

Coming up

Data visualisation with AI agents: you design, the agent builds

Tuesday 10 November 2026, 17:30–19:30. The Data Lab Community, Bayes Centre, Edinburgh.

A live, audience-led session. You choose the data and make the design calls, and the agent writes the code. No coding needed.

What you take away: the difference between a chatbot and an agent, and why a chart described once can be built in R, Python or JavaScript.

Event page and registration, The Data Lab Community

Past talks

Grammar of graphics meets agentic AI

29 September 2026. VisHub, Edinburgh Futures Institute, University of Edinburgh. An internal session for the lab's information-visualisation researchers; the materials are public.

The room chose the data (TidyTuesday's episodes of The Office) and made every design decision; an AI agent wrote and re-ran the code after each one.

The takeaway: once a chart is described as a grammar (data, mappings, layers), any capable agent can build it, in R or Python. The analyst's job moves from typing code to making the design calls.

Slides · The session's workbook

Artificial intelligence: from hype and fear to hope and possibility

May 2026. Edinburgh Humanists. Given by Jon before the company was founded.

The takeaway: the public argument has been about whether AI works, when the useful question is which AI works, who is building it, and what cheap cognition does to work built around expensive expertise.

Slides

Free to reuse

Our agentic data visualisation workshop materials are public: set-up, a facilitator's guide and worked sessions, for anyone who wants to run one themselves.

Ask us to speak

We give talks of 20 to 45 minutes, live demonstrations where the room decides what happens, and hands-on masterclasses. Every session ends with something the audience can use the next morning.

Ask us to speakAsk for a free 20-minute call