26 JUL 2026

Day 207

Out of the crooked timber of humanity, no straight thing was ever made.

Immanuel Kant · Idea for a Universal History

A small hemispherical silver vessel with a curved, twisted handle and engraved figures of women and animals arranged around its upper edge.

I · THE OBJECT · BRITISH MUSEUM

Tourdan Situla

Vase · 3rd century · Revel-Tourdan

Found at Revel-Tourdan on a precisely recorded day, this ancient vessel now sits in the British Museum, carrying a history that is clearer in places than others.

Enter lesson 4 MIN

II · THE IDEA · ARTIFICIAL INTELLIGENCE

Synthetic Data Generation with Differential Privacy

data · synthetic data and privacy · DP-GAN; graphical-model DP estimation

A model can be trained on records no one is allowed to publish, then emit fresh rows that keep the statistics while carrying a mathematical privacy bound.

Enter lesson 7 MIN

A vast studio interior. At the centre a bearded painter works on a large landscape; a nude model stands beside him. Figures from varied walks of life fill the left; well-dressed friends and patrons gather on the right.

III · THE WORK · ART HISTORY

The Painter's Studio

Gustave Courbet · 1855 · Oil on canvas

Courbet set himself at the centre of a canvas nearly six metres wide, painting a landscape while society gathers on either side — friends to the right, the wider world to the left.

Enter lesson 6 MIN