Umpires, referees, and other sports officials

Review video replay to help make correct calls

Computer vision systems can already analyze video replay footage, detect events, track player positions, and highlight potential infractions with high accuracy. Human officials still make final calls, but AI can perform most of the review analysis, significantly reducing the labor content of this task.

BLS evidence: The page notes 'Officials in some sports may use video replay to help make the correct call.'

Keep track of event times and start or stop play when necessary

Timekeeping itself is highly automatable and already electronic in most sports, but starting/stopping play requires physical presence, whistle-blowing, and real-time judgment about when conditions warrant intervention—AI can handle the clock but not the embodied control of play flow.

BLS evidence: Duties include 'Keep track of event times, starting or stopping play when necessary.'

Judge performances in sporting competitions to determine a winner

In judged sports like gymnastics or figure skating, AI can assist with technical element detection and scoring components, but subjective artistic impression, contextual judgment, and human legitimacy in competition outcomes still require substantial human involvement.

BLS evidence: The duties section explicitly lists 'Judge performances in sporting competitions to determine a winner.'

Settle claims of infractions or complaints by participants

Settling disputes requires in-person authority, reading emotional context, applying nuanced rule interpretation to novel situations, and delivering decisions that participants accept as legitimate—AI can provide rule references but cannot replace the human mediator role.

BLS evidence: The duties section states officials 'Settle claims of infractions or complaints by participants.'

Inspect sports equipment and observe participants to ensure safety

Equipment inspection requires physical manipulation and tactile assessment in varied environments, while observing participants for safety demands real-time spatial awareness and judgment about injury risk that current AI+robotics cannot match in dynamic sporting contexts.

BLS evidence: Officials must 'Inspect sports equipment and observe all participants to ensure safety.'

Detect infractions and assess penalties according to game rules

While computer vision can detect some clear infractions in controlled camera angles, real-world officiating requires tracking complex multi-player interactions from a mobile vantage point, interpreting intent and advantage, and making judgment calls on borderline cases that AI cannot reliably handle without human authority.

BLS evidence: The overview states officials 'detect infractions and decide penalties according to the rules of the game' and 'Enforce the rules of the game and assess penalties when necessary.'

Make split-second rulings on plays and violations

Split-second rulings demand physical positioning in dynamic environments, real-time processing of incomplete visual information from a human perspective, and immediate authoritative decisions that players respect—capabilities that current AI cannot replicate in live sporting contexts.

BLS evidence: The page states 'Sports officials typically rely on their judgment to make split-second rulings on infractions and penalties.'

Officiate sporting competitions and regulate play

Requires real-time physical presence in unpredictable environments, continuous spatial awareness of multiple moving players, and authoritative human judgment that participants and audiences will accept as legitimate in high-stakes competitive settings.

BLS evidence: The duties section states officials 'Officiate sporting competitions' and must 'anticipate play and position themselves where they can best see the action.'

Signal participants and other officials regarding infractions or play regulation

Requires physical presence on the field/court to use hand signals and verbal communication that players can see and hear in noisy, fast-moving environments, plus the embodied authority that comes from a human official's presence.

BLS evidence: Duties include 'Signal participants and other officials when infractions occur or to regulate play or competition.'