The "Final Boss" of Deep Learning
Machine Learning Street Talk
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Machine Learning
Generative AI
We often think of Large Language Models (LLMs) as all-knowing, but as the team reveals, they still struggle with the logic of a second-grader. Why can’t ChatGPT reliably add large numbers? Why does it "hallucinate" the laws of physics? The answer lies in the architecture. This episode explores how *Category Theory* - an ultra-abstract branch of mathematics - could provide the "Periodic Table" for neural networks, turning the "alchemy" of modern AI into a rigorous science.