Megan Preston Meyer

Max Entropy & the Avalanche is a cautionary—but joyful—tale of statistics, chaos, and real-world risk. Perfect for curious kids, contrarians, parents who are bored of basic bedtime stories, and anyone who’s ever wondered what happens when the world doesn’t follow the model, this rhyming little book belongs on every bookshelf.

Meet Max Entropy, a boy who knows that the world is full of surprises—and that reality doesn’t always match our predictions. When his friend Predict Shaun insists a snow day is coming (because his model says so), Max looks out the window and sees something very different: Sunshine… and danger on the peaks. As an avalanche threatens their town, Max’s resilience and quick thinking save the day, showing that real-world risk is about more than just statistics and forecasts.

Why You’ll Love Max Entropy & the Avalanche:

Teaches Critical Thinking: • Inspired by the ideas of Nassim Taleb, this story introduces children to the limits of prediction, the importance of questioning assumptions, and the reality of chaos in everyday life.
STEM & Beyond: • An engaging way to introduce concepts like uncertainty, probability, and model error—ideal for sparking conversations about statistics, risk, and resilience.
For All Ages: • Kids will love the adventure and vibrant illustrations, while adults will appreciate the subtle nods to statistical thinking, chaos theory, and the challenges of real-world decision-making.
Classroom & Family Friendly: • Perfect for STEM lessons, storytime, or as a conversation starter about how we make decisions in a world full of surprises.

Entropy Cottage

Max Entropy & The Avalanche: A Cautionary Tale of Relying Solely on Forecasts

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