Education after the machines can do the homework

Every teacher now knows the scene. An assignment comes back polished, correct and somehow empty, and the question is no longer whether the student understood the material but whether the student wrote it at all. Banning the tools has not worked well, and detecting them has worked worse. The more useful response is to ask what the assignment was for.

The essay was never the point

An essay set in a classroom is not a product anyone needs. Nobody waits for the thirtieth analysis of the same poem. It exists because writing it changes the writer: it forces a choice of argument, an ordering of evidence, an encounter with one’s own confusion. When a machine can produce the artefact, it becomes obvious that the artefact was always a proxy for that change.

Seen this way, the arrival of capable machines is less a threat to education than an audit of it. Assessment built on products that can be generated on demand was measuring the wrong thing even before generation was cheap. Assessment built on the process, on the reasoning a student can show, defend and revise in front of someone, was always closer to what we meant by learning.

What is left for teachers

If machines become better than people at producing explanations, the teacher’s role does not disappear; it narrows to the part that mattered most. Choosing what is worth knowing. Noticing which misunderstanding a particular student is carrying. Holding a standard of argument and refusing to lower it. None of these is a matter of delivering information, which is the part most at risk.

There is a harder question underneath, about what education is for once machines exceed us in most measurable tasks. Preparing people for jobs is part of the answer, but it is the part most exposed to change. Forming judgement, character and the capacity to live well with powerful tools may turn out to be the part that lasts.

After Intelligence asks what education becomes at the threshold of artificial superintelligence.

Further reading: After Intelligence: Education at the Threshold of Artificial Superintelligence

Drafted with AI assistance for the Y Academy Press editors, in line with the Press's Generative AI policy.