3 papers
cs.CY2026
Clinical Reasoning in the Age of AI: Longitudinal Cognition and Human-AI Collaboration
Irene Yi, Grace Brown, Sufian Aldogom +10
As physicians turn to AI-powered systems to help meet the dual demands of speed and care quality, they are met with hallucinations and sycophancy. Understanding how doctors reason…
cs.CY2026
Beyond Prediction: Longitudinal Reasoning in EHR-Integrated Clinical AI
Irene Yi, Grace Brown, Sufian Aldogom +8
We present a structured analysis of how contemporary clinical AI systems integrate electronic health record (EHR) data and the extent to which they support longitudinal clinical re…
cs.AI2025
ToolUniverse: An open platform for democratizing AI scientists
Shanghua Gao, Richard Zhu, Pengwei Sui +8
AI scientists are emerging computational systems that serve as collaborative partners in discovery. These systems remain difficult to build because they are bespoke, tied to rigid…