Compare mode

AI is not the first time universities lost their monopoly over cheap knowledge.

Choose one earlier rupture and compare it directly to the AI phase: pace, control, assessment, recentralisation, and the scarcity left behind.

A stylised poster of the printing press era.

Compare mode

Hold one earlier shock beside the AI phase and check what repeats, what intensifies, and what breaks.

An early printing press and scholars handling printed books.

1450–1500

The Printing Press

Books become cheaper, more reproducible, and easier to compare.

A near-future university learning space shaped by AI tools.

2020–2035

AI and the Assessment Problem

Generative AI and coding agents lower the cost of drafting, synthesis, explanation, and routine problem-solving.

Speed of changeslow burnshockwave
Who controls itdiffusecentralised
Knowledge gets cheaperbarelydramatically
Assessment destabilisedmildlyseverely
Institution recentralisesloosenstightens
Academic labour splitslittlestrongly
What becomes scarce afterwardsThe after-image matters more than the shock itself.

Trustworthy editions and learned guidance

Authenticated capability and trustworthy process evidence