AI in pain assessment: Balancing innovation with patient safety (5 March 2026)

Summary

In Northern California and beyond, healthcare systems are rapidly integrating artificial intelligence (AI) and digital tools to transform how pain is recognised, measured, and managed. From algorithm-guided assessments to wearable sensors and predictive analytics, these tools promise to augment clinical decision-making and improve patient outcomes. Yet significant controversies remain, including concerns over algorithmic accuracy, bias, data privacy, and the extent to which technology should complement or potentially displace human clinical judgment.