OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 149
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering Paper • 2601.10402 • Published Jan 15 • 37
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 99
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43
