/deep command

Deep dive into a concept beyond the source material

At a glance

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

Parameters

• concept (required) — Concept to explore deeply

Examples

/deep transformer architecture
vanishing gradient

How it works

The deep command goes beyond the source material to provide an in-depth exploration of a concept.

How it works:

1. Enter a concept from your current learning material
2. The AI expands beyond what's in the PoK with research context
3. You receive history, edge cases, current state-of-the-art, and open problems

Parameters:

• concept (required): The topic or concept to explore deeply

What you'll see:

• Historical context and evolution of the concept
• Edge cases and limitations
• Current research and state-of-the-art
• Open problems and future directions

Tips:

• Use after /explain when you want to go further
• Wrap multi-word concepts in quotes: /deep "attention mechanism"