Tag: prompt-chaining
All the articles with the tag "prompt-chaining".
Chain-of-Thought and Prompt Chaining
Updated:Asking a model for intermediate steps buys serial computation it can't do in one forward pass, and splitting a task into a chain of calls makes those steps inspectable and checkable. Why one forward pass is a fixed-depth circuit, zero-shot and few-shot chain-of-thought, self-consistency, chains with validation between steps, and how errors compound. Then a 1.5B model on problems of 1 to 8 serial steps, answered directly, reasoned in one call, chained one step per call, and chained with each step checked.