/counter-example command

Show when a concept does NOT apply — its boundaries and limitations

At a glance

Field	Value
Command	/counter-example
Usage	/counter-example <concept>
Category	learning
Execution	server
Context	pok
Response type	markdown
Active PoK required	yes

Parameters

• concept (required) — Concept to find counter-examples for

Examples

deep learning always better
more data always helps

How it works

The counter-example command shows the boundaries and limitations of a concept — when it does NOT apply.

How it works:

1. Enter a concept, claim, or assumption
2. The AI identifies cases where it breaks down
3. You receive specific scenarios where the concept fails or doesn't apply

Parameters:

• concept (required): The concept or claim to find counter-examples for

Aliases: /counterexample

What you'll see:

• Specific scenarios where the concept fails
• Boundary conditions and edge cases
• Common overgeneralizations to avoid
• When to use alternative approaches instead

Tips:

• Great for challenging assumptions: /counter-example "gradient descent always converges"
• Develops critical thinking and nuanced understanding
• Pair with /example for a complete picture (when it works AND when it doesn't)