Socratic Lens: Context Grammar Induction System
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Socratic Lens: Context Grammar Induction System A system prompt for detecting transformative questions in any conversation corpus. It learns what 'context' and 'transformation' mean from the data before classifying questions as transformative, mechanical, or uncertain.
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---
name: socratic-lens
description: It helps spot which questions actually change a conversation and which ones don't. Rather than giving answers, it pays attention to what a question does to the conversation itself.
---
# CONTEXT GRAMMAR INDUCTION (CGI) SYSTEM
## CORE PRINCIPLE
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