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June 12, 2026Journal of Palliative Medicine1 citations

Integrating Artificial Intelligence-Based Simulation into Serious Illness Conversation Training: A Pilot Medical Student Intervention

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LHLori A. HerbstDKDaniel KaddenDWDanielle E. Weber

Key Points

  • This pilot study aims to explore the use of artificial intelligence technology for practicing serious illness conversations among medical students.
  • Deployed 2-Sigma AI-based simulation platform for SIC practice by medical students.
  • Eleven medical students completed 27 simulation cases.
  • Reviewed full transcripts to analyze student interactions, AI responses, and feedback.
  • Students effectively utilized skills from the Advance Care Planning curriculum during AI interactions.
  • AI provided emotionally responsive interactions that resolved negative feelings quickly.
  • Feedback on SIC components varied in specificity but addressed important training aspects.

Abstract

BACKGROUND: Serious illness conversations (SICs) are an important part of medical care, yet trainees continue to express discomfort. Educational opportunities are time and resource-intensive. This pilot study's aim was to explore the experience of artificial intelligence (AI) technology deployed for SIC practice and feedback. METHODS: 2-Sigma, an AI-based simulation platform, was deployed as a tool for medical students to practice SICs utilizing skills taught through a dedicated Advance Care Planning (ACP) curriculum. Eleven medical students completed 27 cases and full transcripts were reviewed to describe (1) student interactions with AI, (2) AI responses, and (3) AI-provided feedback. RESULTS: Students interacted with AI utilizing skills taught in the ACP curriculum. AI responses displayed emotion, however, quickly resolved negative feelings. Feedback addressed important components of SICs but varied in its specificity. CONCLUSION: AI technology represents a potential tool for practicing skills necessary for SICs.

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Cite This Study

Herbst et al. (2026) studied this question.

synapsesocial.com/papers/6a2ba2f68101cf8926f01c54https://doi.org/10.1177/10966218261457791
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