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Expert-Student Dialogue for Knowledge Extraction

“Expert-Student Dialogue for Knowledge Extraction” is a short 18-minute practice from Zayenha Practice in the Digital & AI domain. Have the model play expert + student who asks "dumb" questions — extracts tacit knowledge. You can read its goal and first step for free; the full practice with every step and the interactive part comes with Plus.

Have the model play expert + student who asks "dumb" questions — extracts tacit knowledge.

18 min Intermediate

Goal

Bypass surface "expert" answers by forcing the model to explain implicit assumptions.

Steps

1

Ask: "Play two characters: Expert (15 yr experience in X) and Student (curious beginner asking dumb questions)."

4 more steps locked

Expected Outcome

Immediate

You learn in 18 min what takes 2 hr by traditional Q&A.

Evidence base

School: Socratic Method / LLM-as-Tutor

Founders: Ethan Mollick · Anthropic (2024)

Ethan Mollick's "Co-Intelligence" 2024 describes this as one of the most powerful educational uses of LLMs.

Frequently asked questions

How long does "Expert-Student Dialogue for Knowledge Extraction" take?

This exercise takes about 18 minutes, practiced solo in a Creative format.

When will I notice the effect of "Expert-Student Dialogue for Knowledge Extraction"?

You learn in 18 min what takes 2 hr by traditional Q&A. In the short term: You master using the model as a Socratic tutor.

Is "Expert-Student Dialogue for Knowledge Extraction" evidence-based?

Yes — it draws on Socratic Method / LLM-as-Tutor (Ethan Mollick, Anthropic (2024)). Ethan Mollick's "Co-Intelligence" 2024 describes this as one of the most powerful educational uses of LLMs.

Is "Expert-Student Dialogue for Knowledge Extraction" suitable for beginners?

Its difficulty level is: Intermediate. No external tools required — it can be practiced directly inside the platform.

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