preprint

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs

Inference-time scaling via chain-of-thought (CoT) reasoning is a major driver of state-of-the-art LLM performance, but it comes with …

Kiran Tomlinson, Tobias Schnabel, Adith Swaminathan, Jennifer Neville

Working with AI: Measuring the Applicability of Generative AI to Occupations

Given the rapid adoption of generative AI and its potential to impact a wide range of tasks, understanding the effects of AI on the …

Kiran Tomlinson, Sonia Jaffe, Will Wang, Scott Counts, Siddharth Suri