LLM reasoning / chain-of-thought

CoT-Flow

Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models

On the frontierfirst seen Jan 14, 2026

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.