Added a line of instruction to openclaw: 'You are a scheduler, not a typist.' Token cliff drop. Computation offloading—match tasks to the lowest-cost execution layer. CEO making spreadsheets. Investors staring at K-line charts. Large models changing one field to read the entire file. The strongest optimization isn’t improving computing power, it’s putting things at the right level.