COLM 2026 to feature energy-aware cross-vendor protocol for on-prem clinical AI models
AccBalanced · x · 2026-10-07
The author's team will present a "GPU × Biology" paper at COLM 2026 in San Francisco (Oct 6–9): Deploying Clinical Language and Vision-Language Models Where the Data Lives: An Energy-Aware, Cross-Vendor Protocol for On-Premises Healthcare AI.
The work focuses on deploying clinical language and vision-language models directly at the point of data (on-premises healthcare settings), with an emphasis on energy-aware operation and portability across GPU vendors — a privacy-friendly approach to healthcare AI deployment.
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