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How I Study AI - Learn AI Papers & Lectures the Easy Way

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EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs

Intermediate
Jewon Yeom, Jaewon Sok et al.Jan 11arXiv

This paper teaches AI models not just how to solve problems but also how to tell when their own answers might be wrong.

#EPICAR#calibration#epistemic uncertainty

The Reasoning-Creativity Trade-off: Toward Creativity-Driven Problem Solving

Intermediate
Max Ruiz Luyten, Mihaela van der SchaarJan 2arXiv

Modern AI models can get very good at being correct, but in the process they often lose their ability to think in many different ways.

#Distributional Creative Reasoning#diversity energy#creativity kernel