AI mistakes referee’s bald head for football — hilarity ensued

In a Scottish soccer match the AI-enabled ball-tracking camera used to livestream the game repeatedly tracked an official’s bald head as though it were the soccer ball.

Risk classification

• Primary risk domain: 7 AI system safety, failures, & limitations
• Primary risk subdomain: 7.3 Lack of capability or robustness

The AI camera system lacked the robustness to distinguish between a soccer ball and a bald head, leading to a system failure during operation.

Causal factors

• Entity: AI
• Intent: Unintentional
• Timing: Post-deployment

The incident was caused by the AI camera system failing to correctly track the ball post-deployment, which was an unintentional technical glitch.

EU AI Act risk tier

• Risk tier: 4 Minimal or No Risk

Minimal or No Risk: The AI system is used for sports entertainment and broadcasting, posing negligible risk to safety or fundamental rights.

AI system and alleged parties

• AI system: AI-powered cameras
• AI purpose: Camera Tracking
• Behaviour type: Autonomous
• Alleged developer: unknown
• Alleged deployer: Inverness Caledonian Thistle Football Club
• Alleged harmed parties: livestream viewers

Harm severity

Severity ratings are based on this scale.

Highest direct severity in any category: Negligible. Severity is scored from Negligible to Catastrophic in each harm category, for harm the reports describe as caused directly or indirectly by the AI system.

• Physical: direct Negligible, indirect Negligible
• Infrastructure: direct Negligible, indirect Negligible
• Property: direct Negligible, indirect Negligible
• Financial: direct Negligible, indirect Negligible
• Environmental: direct Negligible, indirect Negligible
• Malicious content: direct Negligible, indirect Negligible
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Negligible
• Democracy: direct Negligible, indirect Negligible
• Privacy: direct Negligible, indirect Negligible
• Psychological: direct Negligible, indirect Negligible
• Epistemic: direct Negligible, indirect Negligible
• Child sexual exploitation and abuse: direct Negligible, indirect Negligible

People affected

• Occurrences reported: 1
• People reportedly exposed: 500

Potential causes

Management

• Cost-Cutting Tech Adoption: Smaller clubs deployed cheap AI cameras instead of hiring professional crews.

Technology

• Flawed Ball Tracking AI: The AI camera algorithm was unable to distinguish a bald head from a football.
• Lack of Manual Override: No manual controls were available to correct the tracking during the broadcast.

Data Inputs

• Visual Similarity of Objects: The bald head of the linesman closely resembled the shape and color of the ball.

Human Factors

• No Human Camera Operator: The club relied entirely on AI, removing operators who could correct errors.

Process and Methods

• Insufficient System Testing: The AI system was not tested against common visual distractors like bald heads.

Regulatory Environment

• Strict Social Distancing Rules: Pandemic rules banned fans, forcing sole reliance on automated streaming.

Information quality

• Classification confidence: High
• Reason for confidence: The reports clearly describe the event, the technology used, and the nature of the failure. There is no ambiguity about what happened or the consequences.

An AI-powered sports broadcast camera repeatedly mistook a linesman's bald head for a soccer ball during a Scottish football match. This technical glitch prevented fans from watching the game but carries absolutely no national security implications.

• Overall national security impact: Negligible
• Scope: Single nation
• Primary target: No clear primary
• Alleged perpetrator: Unknown

Threat characteristics

• Imminence: Long-term. The incident represents a minor, localized technical glitch with no ongoing national security threat or crisis potential.
• Autonomy: Full autonomy. The AI camera system operated fully autonomously to track the ball and broadcast the match without real-time human intervention.
• Novelty: Established threat. Computer vision tracking failures and edge-case errors are well-established technical limitations of automated camera systems.

Impact by dimension

• Physical security: Negligible. The incident involved a sports broadcasting camera and posed no threat to physical systems, critical infrastructure, or human safety.
• Information security: Negligible. There was no compromise of intelligence, classified information, or systematic information manipulation.
• Sovereignty: Negligible. The incident was confined to a domestic sports entertainment broadcast and had no impact on government operations or state sovereignty.
• Economic security: Negligible. While frustrating for the football club and broadcasting viewers, the glitch had no impact on strategic industries or national economic security.
• Societal stability: Negligible. The incident caused minor viewer frustration but posed no threat to societal stability, civil liberties, or human rights.