Tag: expertise
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Expert Signals: Fidelity
This post explores the concepts of high fidelity (hi-fi) and low fidelity (lo-fi) in music, emphasising the human essence behind audio recordings. It critiques AI’s role in music and knowledge transfer, asserting that it strips away the personal nuances that convey true understanding and experience, ultimately diminishing the value of learning.
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Hoard Your Knowledge, Then Share It
Learn how to hoard your knowledge and leverage AI to solve complex problems efficiently in teaching and other fields.
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Expert Signals: Why Human Expertise Matters More Than Ever
AI excels at codifiable knowledge but can’t transmit the situated, embodied expertise that makes human experts irreplaceable. Introducing expert signals.
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Three Dimensions of Expertise for AI
Generative AI can be useful, but only when it meets genuine expertise. In this post I outline a three-dimensional model of “Domain, Technological, and Situated” knowledge and argue that the real power of technologies like ChatGPT lies with those who already possess at least one of these strands. I introduce situated expertise: the reflexive, context-aware…