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LLMs Reward Expertise: How Domain Knowledge Turns Prompts Into Answers
machine learning Aug 04, 2026 6 min read

LLMs Reward Expertise: How Domain Knowledge Turns Prompts Into Answers

LLMs can generate useful text quickly, but domain knowledge is what turns that text into correct engineering or math. Expert prompting works by supplying constraints, verification signals, and diagnostic iteration—not by asking for “the right explanation.”

by ahsan
#domain knowledge #llm prompting #math #prompt engineering #software engineering

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