CorrectQuestion: A bioethicist reviewing an AI-driven diagnostic tool in healthcare is concerned about algorithmic bias. Which ethical principle most directly requires that the AI system not disproportionately harm certain patient groups?

Mon, 04 May 2026 11:20:05 +0000

**CorrectQuestion: A bioethicist reviewing an AI-driven diagnostic tool in healthcare is concerned about algorithmic bias. Which ethical principle most directly requires that the AI system not disproportionately harm certain patient groups?** Across the United States, growing conversations around artificial intelligence in medicine reveal a shared urgency: deploying advanced diagnostic tools must not deepen existing health disparities. With AI increasingly supporting clinical decisions, experts are shining a spotlight on algorithmic bias—where automated systems may deliver inaccurate or inequitable outcomes for specific populations. The core ethical challenge lies not only in accuracy, but in fairness—ensuring that life-saving insights are accessible and reliable for every person, regardless of background. **Why is this question gaining traction in the US?**
Recent reports highlight real-world cases where AI diagnostic tools showed lower performance in patients from underrepresented racial, ethnic, or socioeconomic groups. These findings align with long-standing concerns about systemic bias in healthcare access and treatment. The availability of transparency-focused reviews from bioethicists—analyzing both promise and pitfalls—has amplified public awareness. This awareness is especially relevant as AI diagnostic platforms gain integration into primary care, insurance systems, and hospital networks nationwide. The conversation reflects broader demand for accountability in digital health innovation. **How does CorrectQuestion: A bioethicist reviewing an AI-driven diagnostic tool in healthcare is concerned about algorithmic bias. Which ethical principle most directly requires that the AI system not disproportionately