Topic

Mental Models

6 items across articles, tools, and resources.

Artificial Leverage: the book

12 mental models for mastering frontier AI. No code. No engineering. Just the frameworks that separate practitioners from passengers.

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Tool

AI model selector

Find the right AI model for your task based on capability, cost, and context window.

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Article9 min

The AI leverage gap: why 80% of companies spend on AI and get almost nothing back

PwC's new study finds 20% of companies capture 74% of AI's economic value. The same dynamic plays out at the individual level. Here's what separates the winners.

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Article7 min

The three-tool trap

The average organisation now runs seven AI tools. The productivity threshold is three. This is a contrarian guide to why more AI tools means less AI productivity, and what to do about it.

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Article7 min

The context window is your competitive advantage

Most people paste a paragraph into ChatGPT and call it AI. The practitioners rewriting the rules are feeding entire codebases, full research libraries, and complete project histories into a single conversation. The difference is the context window, and almost nobody is using it properly.

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Article6 min

Why mental models matter more than prompts

The difference between AI passengers and AI practitioners is not prompt engineering. It is how they think about the technology.

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