Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation

Peter Baile Chen, Yi Zhang, Dan Roth +3

While humans naturally learn and adapt from past experiences, large language models (LLMs) and their agentic counterparts struggle to retain reasoning from previous tasks and apply…