Trust in AI is often treated as the goal, but should it be? This article explores the critical distinction between trust and trustworthiness, examining how people form trust in AI, why trust can be misleading, and why organizations should focus on building, monitoring, and evidencing trustworthy AI rather than simply driving adoption.