AINeutralarXiv – CS AI · May 16/10
🧠
Math Education Digital Shadows for facilitating learning with LLMs: Math performance, anxiety and confidence in simulated students and AIs
Researchers introduce MEDS (Math Education Digital Shadows), a dataset of 28,000 personas from 14 LLMs designed to evaluate how language models reason about mathematics and report their confidence levels. The dataset integrates math proficiency with psychological measures like anxiety and self-efficacy, revealing that LLMs exhibit human-like biases including negative attitudes and overconfidence in mathematical reasoning.
🧠 Grok