Trend Spotter

You have the data. You make the call. Then see how the machine would have done it — and why.

In this 10-minute experience, you become the recommendation algorithm. Each round gives you the same data a real system would use — watch histories, peer behavior, streaming trends, performance patterns — and asks you to predict what comes next.

Teacher Gain

You'll leave with a concrete, discussion-ready way to answer the question students actually ask: "How does the algorithm know what to show me?" More importantly, you'll have a prompt for the harder follow-up — "What doesn't it know, and who pays the price when it's wrong anyway?"

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