Topic

Implementation

9 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

Prompt diagnostic

Diagnose and improve your prompts against proven frameworks.

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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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Article8 min

Agents just beat the human baseline at desktop work

GPT-5.4 scored 75.0% on OSWorld-Verified. The average human scored 72.4%. A general-purpose AI model now beats the average person at using a computer, and the playbook for what to hand over first is shorter than you think.

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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

The pilot phase is over

61% of global CEOs are actively deploying AI agents. Three-quarters of enterprises plan agentic AI within two years. The governance infrastructure has not kept pace. Here is what that means.

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Article6 min

Working a six-day week

Workers using AI save 7.5 hours per week. HR leaders know it. The job market knows it. The question is whether you do, and what you plan to do about it.

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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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