Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 29
Prompt-MII: Meta-Learning Instruction Induction for LLMs Paper • 2510.16932 • Published Oct 19, 2025 • 7
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15, 2025 • 26
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Paper • 2502.08235 • Published Feb 12, 2025 • 59
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published Dec 18, 2024 • 51
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published Dec 18, 2024 • 51