You'll learn how to:

• Amplify language model reasoning through recursive question-answering and debate
• Reason about long texts by combining search and generation
• Run decompositions quickly by parallelizing language model calls
• Build human-in-the-loop agents
• Use verification of answers and reasoning steps to improve responses
• And more!

Example of a decomposition for reasoning about papers.

The book focuses on techniques that are likely to remain relevant for better language models.