AI success needs machine, problem, practice—and a trusted social contract
The article proposes a multiplicative model—Machine × Problem × Practice—that predicts AI adoption outcomes. It warns that without a credible social contract, teams will rationally resist AI, regardless of technical promise. Understanding both the technology and the real‑world problem, while evolving practices, is essential for sustainable AI impact.