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The Hard Stuff

This section contains deliberately uncomfortable content. It exists because AI projects fail for political and organizational reasons, not just technical ones.
What kind of hard truth do you need?
Permission to do less See consequences Ask hard questions Navigate politics

Sections

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Anti-Toolkit
Permission to do less. Detecting governance theatre. When to kill a project. Templates that waste time.
Enter the Anti-Toolkit →
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Consequence Simulator
First, second, and third-order effects. What happens after decisions are made. Uncomfortable futures.
Simulate consequences →
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Forbidden Questions
120+ questions everyone should ask but nobody does. About data, models, humans, power, and failure.
Ask the questions →
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Coalition Builder
Finding allies, mapping resistance, influence strategies, political survival.
Build your coalition →