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LLMs reward expertise

3 hours ago
  • LLMs make everyone a generalist by enabling tasks like writing CSS without deep expertise.
  • Domain expertise is the most critical skill for effective prompting, not generic prompting techniques.
  • Terence Tao's conversation with ChatGPT shows expert prompting: short messages, concise outputs, pushback, and self-directed leaps.
  • Domain knowledge allows users to steer LLMs toward better solutions by identifying relevant ideas and questioning outputs.
  • Human expertise remains valuable because communicating the desired solution is a bottleneck, even with strong models.