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October 12, 2025Open Access

Physic Grounded Vision Foundation Models for Human Computer Interaction in Embodied Environments

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Authors

GRGulnaz RatiRMRafael Santos MendesANAmna Noor

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Overview

Review highlights advances in physic-ground vision models for human-computer interaction, suggesting profound implications for applications and ethics.

Key Points

  • Physic-ground vision models enhance human-computer interaction by incorporating physical reasoning, enabling more coherent embodied experiences.
  • Recent advancements include differentiable physics simulators and multimodal integration strategies, facilitating robust applications in diverse fields.
  • This review explores technical innovations, computational challenges, and the importance of interdisciplinary approaches for future development.
  • The ethical implications of deploying physic-ground models raise questions about trust, autonomy, and the nature of intelligence in machines.

Cite This Study

Rati et al. (2025) studied this question.

synapsesocial.com/papers/68ebffcfdef9fcb308ff2486https://doi.org/10.20944/preprints202510.0649.v1
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