Reasoning in artificial intelligence

MATH-700

This file is part of the content downloaded from Reasoning in artificial intelligence.

Summary

Large language models have raised the potential of artificial intelligence in various applications, including science and mathematics, but their reasoning capabilities remain under investigations. This class focuses on defining, measuring and improving the reasoning capabilities of such AI models.

Content

The class overviews some of the main concepts and developments concerning reasoning in AI, such as Transformers, LLMs, Step-by-Step Reasoning, Tool Use, Planning, Logical Reasoning, Self-Improvement, Generalization on the Unseen or Theorem Proving.

Note

First class will take place on Tuesday September 9th at 11:15am. Please check the announcement on Monday for the exact room.