Stupid, Dumb, Smart, Genius — The Framework That Tells You When and How to Use AI

The Experience Strategy Podcast | theexperiencestrategist.substack.com

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Part one of a four-part mini-series unpacking the frameworks in Dave Norton's new book, Human Context: How Intelligent Companies Build Customers.

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The Stupid/Dumb/Smart/Genius framework has been in use with clients for nearly a decade. It was born in a room in Burbank, in real time, when Joe Pine found himself in the back of a client workshop and Dave told the client that Joe would have a new framework for them.  This episode tells that origin story, walks through how the framework works — with examples from glasses to healthcare — and explains why it's never been more relevant than right now.

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What's in This Episode

How the framework was born. Joe and Dave were working with a media company in Burbank. Dave had mapped out consumer insights across a whiteboard — rows, columns, the full picture. Joe, watching from the back of the room, took it as a prompt to build a two-by-two on the spot. The dumb-versus-smart contrast came from the conversation itself: broadcasting is dumb — it sends out a signal with no feedback loop — and the client knew they needed to move toward smart but weren't sure how. From there, the natural extension followed: if dumb has a worse version, it's stupid (intelligence used against the consumer). If smart has a better version, it's genius (intelligence that truly knows and serves the individual). The framework has been a core part of Dave and Joe's client work ever since, and it's now a central chapter in Human Context.

What each level actually means:

• Dumb — no context is being collected or used. Not a pejorative. A pair of glasses that helps you see is dumb. A family doctor who knows your history and gives good care is practicing dumb medicine. The product or service does exactly what it's supposed to do, without any data layer. There will always be a market for dumb — and increasingly, it may feel like a relief.

• Smart — an iterative sense-and-respond loop. The system collects some data and adjusts. Your streaming service tracking what you watch and making recommendations is smart. Glasses with an audio component connected to your phone are smart.

• Genius — anticipatory, fully contextual, deeply personalized support. The system knows your history, your situation, your mode, and acts on your behalf before you have to ask. Dave uses the example of a health AI that knows your supplements, your medical history, and the fact that you're going golfing today — and surfaces exactly what you need to know, without a doctor's visit. Meta smart glasses are a current candidate, though the jury's still out.

• Stupid — intelligence used adversarially against the consumer. Getting in the way of what someone is trying to do. Collecting and deploying data in ways that feel invasive or serve the platform instead of the person. Google Glass — where users were famously called "Glassholes" — is the canonical example. Joe's live case study: Amazon Prime serving him ads for Lioness every single episode, for a show he's already watched in full. That's not smart personalization. That's stupid.

The same technology, all four levels at once. The glasses example makes the framework concrete: regular glasses are dumb (and excellent at it). Hearing-aid glasses or phone-connected frames are smart. Meta smart glasses are approaching genius. Google Glass was stupid. One product category, four distinct orientations — and a viable business model for at least three of them.

Healthcare is the most important application. The dumb version: fill out the same form you filled out last time, see the doctor, get the prescription. Not bad care — just no data layer. The critical gap Joe identifies: no one has the full picture of what you're taking. Your GP, your specialist, your rheumatologist — each knows their piece. Nobody has the whole context, including your supplements, which means drug interactions go undetected. The genius version: a health AI with your complete medical history, supplement stack, and daily context — flagging what you need to pay attention to before you even call the office, with the doctor as a periodic checkpoint rather than the first point of contact. Consumer expectations will catch up to this. When they do, dumb healthcare won't feel bad — it'll feel retro.

The consumer's rising expectations change the baseline. As genius becomes standard, what felt cutting-edge becomes expected, and what was once acceptable starts to feel quaint. Dave's point: companies need to be building toward genius now, because the window in which it's a differentiator is shorter than it looks.

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This Is Part One of Four

The next three mini-episodes unpack the remaining frameworks from Human Context:

• Part 2: Situational Markets
• Part 3: Modes
• Part 4: Time Value

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Get the Book

Human Context: How Intelligent Companies Build Customers by Dave Norton is available now on Amazon (Kindle and print) and on Dave's Substack. The ten industry workbooks — showing how each framework applies to your specific category — are available alongside the book.

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Questions for the hosts? Reply to any episode email or find us at theexperiencestrategist.substack.com.