AI as the Ultimate Patient Tutor

There is a lingering anxiety in the age of generative AI: if machines can do our thinking, will we simply stop learning? It is easy to imagine a future where humans become intellectually passive, relying on algorithms to solve every problem. But a recent experience shared by developer Matt Webb offers a refreshing counter-narrative, suggesting that AI might actually make us more ambitious learners.

While working on an augmented reality update for his app, Galactic Compass 2, Webb hit a formidable wall. He needed to implement complex spatial rotations, which required understanding "quaternions"—a notoriously unintuitive mathematical concept. His initial attempts to grasp the subject through traditional means fell flat. Reading textbooks proved too dense, and asking his mathematician friends failed to bridge the gap in his understanding.

Faced with this roadblock, Webb turned to ChatGPT. However, he resisted the modern developer's temptation to simply prompt the AI to write the necessary code. Instead, he treated the large language model as an interactive educator.

What makes this interaction noteworthy is the specific quality AI brings to the table: infinite patience. Unlike a human friend who might eventually grow tired of explaining basic principles, or a textbook that offers only one static explanation, an AI tutor adapts. It can rephrase, simplify, and engage in endless back-and-forth dialogue without judgment. Through this interactive process, Webb successfully learned enough about quaternions to build his feature from scratch.

This story highlights a profound shift in how we might acquire knowledge in the future. The friction of learning hard things often comes down to the fear of asking "dumb" questions or the inability to find a teacher who matches our exact learning pace. By removing the social anxiety and logistical hurdles of finding a tutor, AI can lower the barrier to entry for daunting subjects.

Webb’s takeaway is a powerful antidote to the fear of AI-induced deskilling. Outsourcing a portion of our cognitive load to artificial intelligence didn't halt his education; it propelled it. When the friction of getting unstuck is removed, we are less likely to abandon our projects and more likely to push the boundaries of what we can build. Ultimately, AI may not be the machine that thinks for us, but the patient mentor that teaches us how to think bigger.

Key Points

• A common fear is that relying on AI will make humans intellectually lazy and stop us from learning.
• Developer Matt Webb used ChatGPT to learn about quaternions, a complex math concept, for his AR app.
• Instead of asking AI to generate the code, he used it as an infinitely patient, interactive tutor.
• AI removes the social friction and judgment often associated with asking human experts for help.
• Using AI as a learning tool can actually encourage us to tackle harder problems and learn more.

Why It Matters

This story shifts the narrative from AI as a replacement for human thought to AI as an enabler of lifelong learning, showing how technology can help us overcome steep learning curves.

Sources:

• Quoting Matt Webb — Simon Willison's Weblog