arXiv

Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Vidhisha Balachandran, Jingya Chen, Lingjiao Chen

Feb 7, 2026·11:57·

00:00

11:57

Inference-time scalingLarge language models (LLMs)Complex reasoning tasksEvaluation protocolsPerformance limitationsInference-Time Scaling

Turn any paper into a podcast

ResearchPod turns research papers into podcasts you can actually follow.