model assessment

2 items

ARTICLEDeepLearning.AI (YouTube)·18d ago

AI Dev 26 x SF | Ara Khan: Evals Are Broken Use Them Anyway

The content by Ara Khan from AI Dev 26 x SF discusses the inherent flaws in current AI model evaluation methods. Despite these imperfections, the speaker emphasizes the continued necessity of using these evaluations in the development process.

developer practices AI evaluation AI development model assessment

AI Dev 26 x SF | Ara Khan: Evals Are Broken Use Them Anyway

RESEARCHarXiv CS.CL·4/15/2026

Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces

This research introduces the "Filtered Reasoning Score," a novel metric designed to assess the quality of reasoning in AI models. It specifically focuses on evaluating the reasoning evident in a model's most confident outputs or traces.

AI metrics Machine Learning Reasoning AI evaluation