Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification

Weihao Zeng, Keqing He, Chuqiao Kuang +2

Test-time compute can be scaled both sequentially and in parallel. Sequential scaling involves lengthening the generation process, while parallel scaling involves verifying and sel…