CONCEPT
Strategy vs Arithmetic
Prahalad's distinction between operational effectiveness (doing existing work more efficiently) and strategic positioning (doing fundamentally different work) — the frame that reveals why the AI productivity multiplier is a strategic question, not an arithmetic one.
The distinction between strategy and arithmetic organizes Prahalad's entire engagement with corporate response to technological change. Arithmetic operates within fixed boundaries, taking existing work as given and asking how many people are required to execute it. Strategy operates at the boundary itself, asking what new work should be done that could not be done before. Every generation of technology improvement creates a moment when operational effectiveness appears to be the urgent priority while strategic positioning appears to be a luxury — and every generation, the organizations that prioritize operational effectiveness are displaced by those that prioritize strategic positioning, because efficiency gains are temporary while capability developments compound.
In The You On AI Field Guide
The arithmetic is always right about the current paradigm and always wrong about the next one. Kodak optimized film production with extraordinary efficiency while digital photography rendered the optimization irrelevant. The efficient horse-and-buggy manufacturers were destroyed by organizations that recognized the automobile as