Namrata Elamaran

Interpretability without actionability: mechanistic methods cannot correct language model errors despite near-perfect internal representations

2026 · 0 Zit. · arXiv (Cornell University)

Clinical decision support for population health management: development and validation of integrated acuity and intervention prediction models

2025 · 0 Zit. · Journal of the American Medical Informatics Association

Interpretability without Actionability: Mechanistic Intervention Methods Fail to Correct Clinical Triage Errors in Language Models

2026 · 0 Zit. · SSRN Electronic Journal

Comparative evaluation of AI architectures for medical triage safety: a real-world validation study (Preprint)

2026 · 0 Zit.

Interpretability without actionability: mechanistic methods cannot correct language model errors despite near-perfect internal representations

2026 · 0 Zit. · ArXiv.org