#mental-models News & Analysis

2 articles tagged with #mental-models. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBearisharXiv – CS AI · Mar 46/103

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SpatialText: A Pure-Text Cognitive Benchmark for Spatial Understanding in Large Language Models

Researchers introduce SpatialText, a diagnostic framework to test whether large language models can truly reason about spatial relationships or merely rely on linguistic patterns. The study reveals that current AI models fail at egocentric perspective reasoning despite proficiency in basic spatial fact retrieval.

AINeutralarXiv – CS AI · 5d ago6/10

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Humans' ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration

Researchers introduce ALMANAC, a dataset of 2,987 annotated human collaboration actions designed to teach AI agents how to maintain mental models during teamwork. The dataset, built from the Map Task routing exercise, includes theory-informed annotations tracking participants' reasoning, partner intent perception, and shared goals—addressing a critical gap in training collaborative AI systems beyond task completion.