Human oversight involves the active monitoring and regulation of processes, systems, or decisions by humans to ensure they align with ethical standards, safety protocols, and desired outcomes. It is crucial in contexts where automated systems or algorithms are employed, as it helps mitigate risks associated with errors, biases, or unintended consequences.