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Notes on AIE002Act 1 — Mental Models

Why Generative AI Feels Different

Explain why GenAI feels like a break from past AI systems by focusing on artifact generation.

Traditional AI (Machine Learning) has existed for decades—classifying data, ranking search results, and predicting outcomes. While useful, it always felt like a "system" or an algorithm. It was mec...

Full Explanation

Traditional AI (Machine Learning) has existed for decades—classifying data, ranking search results, and predicting outcomes. While useful, it always felt like a "system" or an algorithm. It was mechanical.

Generative AI feels fundamentally different because of one key shift: Generation feels like Creation.

In traditional software, users follow Predefined Paths: clicking menus and selecting options designed by a product manager. The user adapts to the tool.

In Generative AI, the user faces an Open Canvas. You express an intent (even imprecisely), and the system generates a result that didn't exist before. It is not selecting from a database; it is creating.

Because "Creation" is a capability we typically associate only with human intelligence or divinity, this shift triggers a psychological response that feels "magical" or even "intimidating," unlike any software that came before.

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Alexey Makarov

Alexey Makarov

AI Enablement Strategist and Educator. Leading the AI Center of Excellence at SEFE. Creator of the Unreasonable AI YouTube channel. Based in Berlin.

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