Ai Wearable Classification

🤖📱 AI-enabled consumer wearables promise automated training decisions
But the market is largely unregulated and concepts are mixed.

👉 We propose a clear, science-based classification system
Inspired by autonomous driving levels, we define 5 levels describing how wearables move
from raw data ➝ insights ➝ judgments ➝ automated decisions.

🔍 Why this matters

  • 🧭 Clear terminology for researchers, practitioners, regulators

  • 🛡️ Basis for safety, validity, and evidence standards

  • 🏃 Helps users choose wearables that actually support individualized exercise

⚠️ Key message
Full automation without human oversight is neither realistic nor desirable.
Evidence, transparency, and responsibility must come first.

📄 Open access in Frontiers in Sports and Active Living
👉 Classification system for AI-enabled consumer-grade wearable technologies

fspor-6-1500563

#WearableTechnology #ArtificialIntelligence #ExerciseScience #DigitalHealth #SportsScience #EvidenceBased #mHealth