Intrinsic Selection and Particle Resampling for Inference-Time Scaling Beyond Domain Verifiability

Giorgio Giannone, Mustafa Eyceoz, Shabana Baig +5

Inference-Time Scaling (ITS) has largely succeeded in verifiable domains like math and coding, where cheap verification enables scalable output selection. However, extending ITS to…