'human-controlled' originates from the combination of 'human' and 'controlled', where 'human' refers to a person and 'controlled' means to exercise restraint or direction over something.

'human-controlled' evolved from the need to distinguish between automated and manually operated systems, especially in technological contexts.

Initially, it meant 'operated by a person', and this meaning has largely remained the same in modern usage.