What happened
NBA Implement Powered System Automatic is at the center of this update. The NBA is set to introduce an AI-based system that will automatically determine out-of-bounds possession calls, aiming to enhance officiating accuracy and speed up game flow.
NBA Announces AI Integration for Out-of-Bounds Calls
The National Basketball Association (NBA) is planning to implement an automated system that will use artificial intelligence (AI) and advanced camera technology to make certain officiating decisions, including out-of-bounds calls. This development was confirmed by NBA Commissioner Adam Silver, who emphasized the league’s commitment to leveraging technology to improve the accuracy and efficiency of game officiating.
AI Technology Inspired by Hawk-Eye Tennis System
The automated system will utilize AI algorithms alongside multiple cameras strategically placed around the basketball court to determine possession when the ball goes out of bounds. Silver drew a parallel with the Hawk-Eye system used in tennis, which tracks line calls with high precision. The NBA’s collaboration with Sony’s Hawk-Eye Innovations, announced in 2023, laid the groundwork for this technological advancement through multi-year partnership and extensive testing during NBA Summer League and regular-season games.
Response to Controversial Calls Spurs Innovation
The move towards AI-assisted officiating was partly triggered by a contentious call during Game 5 of the Western Conference finals between the Oklahoma City Thunder and the San Antonio Spurs. In a late third-quarter play, Spurs center Victor Wembanyama was ruled to have last touched the ball out of bounds, but replays indicated the ball actually bounced off Thunder forward Chet Holmgren’s foot. Despite officials reviewing the play, the original call stood, impacting the series’ momentum. Commissioner Silver indicated that such objective calls could eventually be fully automated, removing them from human officials’ responsibilities.
Current Replay and Coach’s Challenge System
At present, out-of-bounds calls can only be reviewed through the Coach’s Challenge, where each team is granted one challenge per game, with a potential second if the first is successful. For the 2024-25 season, the NBA expanded this rule to allow officials to review fouls during out-of-bounds plays, enhancing fairness and accuracy. However, the new AI system is expected to expedite these decisions by making real-time possession determinations without interrupting gameplay.
AI to Improve Game Flow Without Replacing Human Judgment
Commissioner Silver stressed that while AI will handle clear-cut calls like out-of-bounds possession, referees will still retain authority over subjective decisions involving fouls and contact, which require nuanced judgment. According to Silver, contact occurs frequently during play but does not always constitute a foul, underscoring the importance of human discretion in these instances.
Silver also indicated that the transition to AI-assisted officiating could happen “fairly quickly,” though he did not specify an exact timeline. The NBA’s Replay Centre in Secaucus, New Jersey, which connects all 30 league arenas with high-definition monitors and workstations, will likely play a central role in integrating and managing this new technology.
Context Within Broader Sports Technology Trends
The NBA’s initiative aligns with a broader trend in professional sports towards adopting automated officiating technologies. Tennis has long used electronic line calling, FIFA has employed semi-automated offside technology, and Major League Baseball plans to introduce an automated balls-and-strikes challenge system in 2026. These advancements aim to enhance accuracy, reduce human error, and maintain the pace of the game.
Related coverage: AI Chronicle analysis and updates.
Sources consulted
- https://www.artificialintelligence-news.com/news/nba-ai-out-of-bounds-calls/
- https://www.reuters.com/technology/artificial-intelligence/
- https://www.theverge.com/ai-artificial-intelligence
Why it matters
This update influences the AI race across model providers, infrastructure leaders, and enterprise adoption decisions.

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