๐Ÿ“… AI Monthly โ€” November 2026
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Session 1 of 4

Monthly ยท November 2026 ยท S1โฑ 25 min ยท ๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘ง Parent present

๐Ÿ“Š The Numbers Behind Sport

How AI analyses sports performance data.

๐ŸŽฏ Today's goal: Your child discovers that modern sport is as much about data as athletic ability โ€” and learns to read that data critically.

๐Ÿ”ฅ Warm Up

Warm Up

Name your favourite sport. What do you think is the most important statistic in that sport?

"Let's see what AI thinks โ€” and whether it agrees with you."

๐Ÿค– The Activity

Main Activity
๐Ÿ“‹ Type this exactly
In [child's favourite sport], what are the 5 most important performance statistics? For each one: what does it measure, what makes it useful, and what does it miss? Be honest about the limitations of each stat.
๐Ÿ“‹ Type this exactly
What is 'expected goals' (or the equivalent metric in [sport])? How does AI calculate it? Why do some experts think it is more useful than simple goals/scores โ€” and why do critics disagree?
๐Ÿ“‹ Type this exactly
Give me a real example of a player who had great traditional statistics but poor AI-derived metrics โ€” or vice versa. What did the advanced metrics reveal that the traditional ones missed?

๐Ÿงฉ The Twist

Go Deeper
๐Ÿ“‹ Type this exactly
What is the most important thing in [sport] that statistics cannot measure โ€” something that genuinely matters but produces no number?

Ask: does that thing matter more or less than the best measurable stats?

๐Ÿ›ก๏ธ Safety Moment
“AI makes mistakes โ€” always check”

Sports statistics are often presented with more certainty than they deserve. Expected goals models disagree with each other. Sample sizes are small. Always check the methodology behind any sports stat.

๐Ÿ“Š

Sports Analyst Badge ๐Ÿ“Š

Learned to read and question sports statistics โ€” including AI-derived metrics

๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘ง

Parent Notes

โ–ผ
What they learned

Statistical thinking in a motivating context.

Questions to ask
  • What stat surprised you most?
  • What does your favourite sport's best stat miss?
  • Would you use AI stats to evaluate a player, or would you just watch them play?
What to watch for

Children who love sport become very engaged here. Let their passion drive the session.

Safety in context

Sports stats are low privacy risk. Good relaxed session.