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Jinyu Hou
Researcher

Jinyu Hou

PhD Student at Carnegie Mellon University

@jinyuhou0Website

A PhD student in Language Technologies at Carnegie Mellon University.

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Eric XingResearcher
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Zhiting HuResearcher
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Mingkai DengResearcher
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Jinyu Hou as author

Critiques of World Models
arXivresearchneutralAug 28, 2025

World models should be architected as hierarchical, multi-level, mixed continuous/discrete representations enabling agents to simulate actionable possibilities for purposeful reasoning and acting toward Physical, Agentic, and Nested (PAN) AGI systems.

“Co-author of the paper on critiques of world models”

AI AgentsFoundation ModelsAI ResearchReinforcement Learning