Tag: Reasoning-Action Alignment

Sep 20
Reasoning-Action Alignment: Measuring Semantic Coherence Between Scratchpads and Tool Invocations

When modern reasoning architectures and Chain-of-Thought prompting were merged with autonomous execution loops, developers assumed that structured internal monologues would naturally guarantee correct downstream execution. The conventional assumption held that if a large language model reasoned aloud in its scratchpad, stated its immediate sub-goal, and outlined the necessary parameters, the resulting tool invocation would directly […]