Increased Thinking Time Enhances Logical Reasoning in LLMs

A study shows that increasing model 'thinking' time allows reasoning models to transition from context-driven implicatures to strict logical interpretations of words like 'some' or 'or'. The research uses reasoning traces to show how models cancel non-logical readings during extended computation.