New Entropy Valley Decoding Strategy Boosts LLM Reasoning Performance

8/8 As the paper concludes, Test-Time Compute (TTC) for large models should not only focus on "how long to think" outside the network (such as scaling CoT tokens), but also on optimizing "where to stop internally" within the network, which holds enormous, yet untapped potential.