Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development Paper • 2608.13417 • Published Aug 13 • 58
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling Paper • 2605.27030 • Published May 26 • 33
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows Paper • 2605.06110 • Published May 7 • 17
Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling Paper • 2601.21684 • Published Jan 29 • 10