Charles Spinelli on Human Override When Employees Challenge AI Decisions
Rethinking Human Override When Employees Challenge AI Decisions with Charles Spinelli Artificial intelligence informs decisions across hiring, performance evaluation, and operational planning in many organizations. These systems generate recommendations and classifications that shape workplace outcomes. Human override when employees challenge AI decisions becomes an important issue when automated outputs influence actions that affect individuals directly. Charles Spinelli recognizes that as reliance on AI systems increases, organizations must consider how human judgment can remain active within decision processes. Organizations often adopt AI tools to support consistency and efficiency. Automated systems can process large volumes of data and identify patterns that guide decision-making. Yet when these systems produce outcomes that affect employees, the ability to question or challenge those outcomes becomes a central part of governance. The Role of Huma...