Blog Posts | Joshua Berkowitz

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healthcare AI ×

Rubrics As Rewards: Reinforcement Learning Beyond Verifiable Domains

When AI Doctors Need Better Report Cards A future where AI is designed to help improve diagnostic medicine and even find rare diseases may be very close thanks to research from ScaleAI. But what does ...

AI training healthcare AI interpretability machine learning reinforcement learning rubrics

Nov 2, 2025

0 748

Papers

AfriMed-QA is Setting the Standard for Health AI in Africa

Artificial intelligence has the potential to revolutionize healthcare, but can large language models (LLMs) truly meet the needs of diverse communities? AfriMed-QA is leading the way by evaluating LLM...

Africa benchmarking clinical evaluation healthcare AI LLMs medical questions multilingual datasets open source

Sep 30, 2025

0 1221

GenSeg For Medical Image Segmentation in Low-Data Environments

Medical image semantic segmentation is a fundamental process in modern healthcare, crucial for applications such as diagnosing diseases, tracking disease progression, planning treatments, and assistin...

AI segmentation data efficiency deep learning generative models healthcare AI medical imaging synthetic data

Jul 28, 2025

0 3850

Papers

AI Agents Are Revolutionizing Enterprise Workflows with NVIDIA

AI agents are taking on dynamic roles in the workplace, not just automating tasks but also collaborating, learning, and communicating like human teammates. NVIDIA is at the forefront of this transform...

AI agents AI blueprints AI infrastructure digital humans enterprise AI healthcare AI NVIDIA productivity

May 20, 2025

0 1848

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