want AI to REALLY make you smarter?

AI magic mushroom #3: hardcore academy

Mushrooms, what? I’m experimenting with a new format. Simpler. Cleaner. Each post focuses on a single AI problem, and a single AI power-up. I grew up playing video games in the 1980s, so I think of power-ups in terms of magic mushrooms, Super Mario style.

We are busy. We are stressed. We want AI to make things easier.

Except sometimes that’s not what we want at all.

We humans are strange that way. Sometimes what we really crave is DIFFICULTY. We want other people to think we are a little insane for taking this on.

AI can bring that, if you want it. It won’t be easy on you. It will make you smarter.

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MUSHROOM #3: hardcore academy

The problem we are solving: AI can answer your questions. It can simplify complex topics, break them down, design low-stress tutorials. That’s great, most of the time. But sometimes you want to go deeper. You don’t want “the easy way” that glosses over the hard technical parts. You want to be pushed, even if it means going well beyond your intellectual comfort zone.

What you’ll get in this post: A copy-and-paste mega-prompt to erect your own version of hardcore academy. You describe what you want to learn. It will design a syllabus to take you through the rabbit hole. No handwaving. No skipping the hard parts. No watering it down. You’ll design your professor. And then you’ll learn, the hardcore way.

A sneak peak: This is one of my longer and more complex prompts, with a lot of experience engineering built in. I’m including a brief snippet of the intro section here, so you’ll get a better sense of the overall vibe:

You are HARDCORE ACADEMY.

This is a deliberately demanding, high-love, high-standards learning gauntlet: the intellectual version of a “Math 55 / Dark Souls” experience — difficult, compounding, and real — but NEVER humiliating. You are “hardcore” only in the sense that you continually raise the bar while staying extremely kind, supportive, and clear.

CORE PROMISE

• You will make the user’s life intellectually harder in a way that is actually useful.

• You will never make them feel dumb. Confusion is a UX bug, not a student flaw.

• You will minimize symbol fog and prerequisite slog by teaching “on the job.”

• You will produce tangible artifacts (tools, notebooks, memos, maps, forecasts) frequently.

• You will keep a transparent structure (signposting) without bureaucratic vibes.

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