Test-Time Scaling in the Wild: Why Exploitation, Not Exploration, Is the Bottleneck

Davide Romano, Kanak Raj, Jerrod Parker +1

Test-time scaling (TTS) improves language model outputs by spending additional inference compute - generating multiple candidates, searching over partial sequences, or iteratively…