Sports
1 gain1 Trace6 problems
Every measured gain and problem on the record for this topic, newest first.Too few to weigh yet. Updated .
One square per record, darker for stronger evidence:Evidence: 0 high4 moderate4 emerging
8 records so far, too few to weigh yet. Is your study missing? Add it
AI in sports
A Trace is one record with both a gain and a problem, so it counts on both sides: 2 records show a gain and 7 show a problem. 8 context records are in the record list but not counted, because they report no measured gain or problem.
| Evidence | Gain side | Problem side |
|---|---|---|
| HighStrong study design, backed by at least two independent sources | 0 | 0 |
| ModerateA measured study or an official source | 1 | 4 |
| EmergingEarly, small, unreviewed or reported second-hand | 1 | 3 |
By type of evidence: 3 news reports; 2 investigations by reporters; 2 commentaries or narrative reviews; 1 controlled comparison. How evidence is scored
8 records so far, too few to weigh yet. A written summary appears once a topic has at least 20 counted records, with at least 5 on each side. Is your study missing? Add it
In a study of Paris 2024 taekwondo video reviews, ChatGPT-4.5 with OpenPose agreed almost perfectly with international referees (kappa 0.897) and cut average review time by about 81%.
A review of 73 studies reported that integrated AI systems were associated with a 23% reduction in reinjury rates, and computer vision came within 15 mm of marker-based systems.
Sportsbet used AI to put AFL players' likenesses in social media videos without their permission, which the players' union said breached the collective bargaining agreement; the clips came down from Instagram after Guardian Australia made contact.
Several players said AI scouting advice fell short: Zizou Bergs shook his head at a ChatGPT report, Daniil Medvedev said it struggles to turn advice into court play, and Coco Gauff said it told her nothing new.
A review of 270 sport studies found promising model accuracy, but limits in data quality, interpretability and accessibility keep the tools hard for athletes and coaches to use.
1 record
By August 2025, a scoping review of 73 studies published between 2015 and 2024 examined AI in sports biomechanics, focusing on wearable technology, motion analysis, and injury prevention.
Bioengineering
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