Few-Shot and Chain-of-Thought, When They Earn Their Tokens

Half the "advanced prompting techniques" the internet tells you to use don't do what they say they do on the current generation of frontier models. Few-shot prompting and chain-of-thought (CoT) are the two biggest examples. They were both genuine bre...