Alexandra Chouldechova

Research focus

Eval Frameworks & Benchmarks (2)Constitutional AI & AI Ethics (1)Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)

Frequent co-authors

Solon Barocas (2)Emily Sheng (1)Chad Atalla (1)Jean Garcia-Gathright (1)

Papers (2)

May 25, 2026

Microsoft ResearchMay 25, 2026·also Cornell

AI-Assisted Systematization for Evaluating GenAI Systems

AI can help structure fuzzy concepts like "fairness" and "reasoning" into measurable specifications, potentially streamlining the evaluation of GenAI systems.

Emily Sheng, Chad Atalla, Jean Garcia-Gathright +5

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

Apr 5, 2026

Stanford HAIApr 5, 2026·also Microsoft Research

Effects of Generative AI Errors on User Reliance Across Task Difficulty

People aren't as bothered by AI failing at easy tasks as you might think, suggesting our expectations for AI competence are more nuanced than a simple aversion to errors.

Jacy Reese Anthis, Hannah Cha, Solon Barocas +2

Eval Frameworks & Benchmarks RLHF & Preference Learning

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Alexandra Chouldechova

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)