How smart is OpenAI’s new model, o1? What does “reasoning” ACTUALLY mean? What do computability theory and complexity theory tell us about the limitations of LLMs?
Dr. Tim Scarfe and Dr. Keith Duggar, hosts of the popular Machine Learning Street Talk podcast, posted an interesting video discussing these issues… FOR ME TO DISAGREE WITH!!!
00:00 Introduction
02:14 Computability Theory
03:40 Turing Machines
07:04 Complexity Theory and AI
23:47 Reasoning
44:24 o1
47:00 Finding gold in the Sahara
56:20 Self-Supervised Learning and Chain of Thought
01:04:01 The Miracle of AI Optimization
01:23:57 Collective Intelligence
01:25:54 The Argument Against LLMs' Reasoning
01:49:29 The Swiss Cheese Metaphor for AI Knowledge
02:02:37 Final Thoughts
Original source: https://www.youtube.com/watch?v=nO6sDk6vO0g
Follow Machine Learning Street Talk: https://www.youtube.com/@MachineLearningStreetTalk
Zvi Mowshowitz's authoritative GPT-o1 post: https://thezvi.wordpress.com/2024/09/16/gpt-4o1/
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Can GPT o1 Reason? | Liron Reacts to Tim Scarfe & Keith Duggar