The Inference Wall Hits Campus IT: Direct Pass@k Optimization and the Economics of Test-Time Compute

Direct Pass@k Optimization is an inference-time reasoning framework that prunes non-viable language model thought trajectories at early sequence prefixes, balancing solution quality against beam diver