Blog Posts | Joshua Berkowitz

3 Articles

rubrics ×

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

Rubrics as Rewards: A New Paradigm for Training Reliable AI

AI models face significant challenges when applied to nuanced, high-stakes fields like medicine and science. Standard training techniques, such as Reinforcement Learning from Human Feedback (RLHF), of...

AI safety AI training expert guidance language models model evaluation RLHF rubrics

Sep 23, 2025

0 2343

News

How GradeHITL Elevates Automated Grading with Human Expertise

Transforming Automated Grading Through Human Expertise Automated grading powered by large language models (LLMs) has emerged as a breakthrough for educators, especially when it comes to evaluating ope...

automated feedback, gradehitl grading human q&a rubrics systems

May 20, 2025

0 1254

Quick Research Reviews

Get All The Latest Research & News!

Subscribe

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Try It

Most Popular Articles

Check out what the hot topics are!

See all

Follow us

Get All The Latest Research & News!

Our latest content

Prompt Maker Image Generator

Most Popular Articles

Every shirt tells a story—and every story

#ClothingForACause