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Index/AI & Data/Practical Pedagogy
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Hardwiring Metacognition: Tim Kuglin on Building Smarter AI Partnerships

Practical Pedagogy · 2026-08-13 · 37 min

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Episode notes

Tim Kuglin, founder of ZIPR INC and RQLab, explores a critical shift in how students and professionals engage with artificial intelligence. The conversation reveals a counterintuitive truth: the current reliance on "copy-paste" AI behavior is eroding the very ability to think, threatening both academic integrity and the foundations of corporate development. Tim’s engineering perspective on governance-first AI offers practical pushback against the "blind acceptance" of LLM outputs, alongside a sharp look at where technology is actually headed - not toward replacing human judgment, but toward building high-stakes partnerships.

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