AI Turns Vague Thinking Into Visible Failure

When AI outputs nonsense,
it’s usually obeying you perfectly.

Unclear goals.
Missing constraints.
Contradictory instructions.

AI doesn’t guess intent.
It executes it.

That’s why working with AI improves your thinking.
You’re forced to be explicit about what you want.

Precision becomes power.

AI rewards clarity and punishes ambiguity.

– Serguey Asael Shinder