How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks Paper • 2608.14905 • Published 11 days ago • 30
Capability from Access Structure, Not Scale: Lower Bounds and Pre-Registered Tests for Hybrid Sequence Models Paper • 2607.14144 • Published Jul 14 • 1