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Nathan Anderson | Lattice

Nathan Anderson

Worcester Polytechnic Institute □, Allen Institute for AI

Allen Institute for AI (AI2)

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Li Lucy (1)Albert Zhang (1)Ryan Knight (1)Kyle Lo (1)

Papers (1)

Mar 1, 2026

AI2Mar 1, 2026·also Worcester Polytechnic Institute □

The Aftermath of DrawEduMath: Vision Language Models Underperform with Struggling Students and Misdiagnose Errors

VLMs that ace math problems still flunk at understanding *how* students go wrong, highlighting a critical gap for AI in education.

Li Lucy, Albert Zhang, Nathan Anderson +2

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought