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AI Foundations

AI & Us

Design With AI

6 min+50 XPStep 1/8

You already know enough to design one

Let's design an AI solution — say, for a school problem: students keep missing assignment deadlines.

  • The task — predict which students are at risk of falling behind
  • The data — past assignment submissions, engagement signals
  • The model — learns the pattern of 'about to slip'
  • The action — alert a teacher, nudge the student

Five lines and you've sketched a real AI system. Every deployed AI can be described this way.

insight

The skill isn't coding — it's the questions. What's the task? What data? What does 'wrong' cost? Who could it hurt? That checklist is the difference between a toy and a tool.