Students are learning AI faster than schools can teach it

Ask a room of students whether they use AI for their schoolwork and watch the hands. The 2026 AI Index puts a number on what teachers already suspect: four out of five high school and college students in the United States use AI for school, according to the report.

The same report found that only about half of middle and high schools there have an AI policy, and only 6 percent of teachers describe those policies as clear. The students have moved. The institutions have not.

Where people are learning fastest

The Index also looks at who is acquiring AI engineering skills most quickly. The countries it names are the United Arab Emirates, Chile and South Africa. Not one of them is a traditional technology superpower. That is encouraging for Africa, and a challenge to the rest of the continent: the skills are learnable, and some neighbours are learning them now.

Banning it does not work

My view, as someone who writes software for a living: forbidding AI in learning is like forbidding calculators in 1985. It teaches students to hide what they do, not to do it well. What they need is the skill that matters most and is taught least, which is checking. An AI system gives fluent answers whether it is right or wrong. A student who can tell the difference has a lasting advantage.

What I would teach

• Ask, then verify. Treat every AI answer as a draft from a confident stranger.
• Show your sources. If an answer cannot point to where its facts came from, look them up.
• Protect other people's data. Never paste someone else's private information into a public AI tool.
• Learn the plain version first. Use AI to go faster at something you understand, not to skip understanding it.

These are the same habits I built into Vukalink's assistant: it shows its reasoning, it shows what it is about to send, and a person decides. Good tools and good teaching point in the same direction.