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Learning to Reason with Large Language Models

Offered By: Simons Institute via YouTube

Tags

Reasoning Courses Artificial Intelligence Courses Machine Learning Courses Reinforcement Learning Courses Transformers Courses OpenAI Courses

Course Description

Overview

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Explore a groundbreaking lecture on the advancements in Large Language Models (LLMs) and their evolving capacity for complex reasoning. Delve into OpenAI's innovative o1 model, trained through reinforcement learning to generate hidden chains of thought before responding. Discover how this approach consistently improves performance with increased computational resources, surpassing previous state-of-the-art models in mathematics, programming, and advanced scientific reasoning. Examine the potential implications of further scaling this paradigm and its impact on the future of artificial intelligence and machine learning.

Syllabus

Learning to Reason with LLMs


Taught by

Simons Institute

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