Medical Startup Uses AI to Quadruple Doctor Patient Capacity, Sparking Safety and Bias Concerns

Sep 23, 2025
technologyreview

Summary

Medical startup Akido Labs deploys AI system ScopeAI to help doctors see 4-5 times more patients by having medical assistants conduct appointments while physicians remotely review AI-generated diagnoses, raising expert concerns about safety, bias, and inadequate testing in clinics serving primarily Medicaid patients.

Key Points

  • Medical startup Akido Labs uses an LLM-based system called ScopeAI to conduct patient appointments through medical assistants, allowing doctors to see 4-5 times more patients by reviewing AI-generated diagnoses and treatment plans remotely
  • ScopeAI operates in cardiology, endocrinology, and primary care clinics serving mainly Medicaid patients, transcribing conversations between patients and assistants to generate diagnoses that doctors later approve or correct
  • Experts raise concerns about automation bias, health disparities, and lack of rigorous testing comparing AI-assisted appointments to traditional care, while regulatory questions remain about whether the system requires FDA approval

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