Review possible WAM paper: PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud

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Paper

• Title: PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud
• Short name: PhyAI
• arXiv ID: 2608.03682v1
• Paper: https://arxiv.org/pdf/2608.03682
• Authors: Chenghua Wang, Daliang Xu, Dongqi Cai, Duojin Sun, Hao Zhang, Haoze Qian, Huaiyuan Zhang, Jinshuo Cui, Kezhao Zhao, Longxi Gao, Mengwei Xu, Rongjie Yi, Tianyue Zhang, Weikai Xie, Xiyuan Tan, Xuanzhe Liu, Yingying Qin, Yiwen Lu, Yuan Yao, Yuezhi Zu, Yunhan Guo, Ziqi Guo
• Published: 2026-08-04
• arXiv categories: cs.AI, cs.RO
• Matched keywords: world-action model, world-action models

README Entry

- **PhyAI**: "PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud", arXiv 2026. ![](https://img.shields.io/badge/Needs--Taxonomy--Review-64748b)
  [[📄 Paper](https://arxiv.org/pdf/2608.03682)]

Robot Decision

• Decision: pending
• Confidence: unknown
• Taxonomy: None
• Taxonomy confidence: None
• README heading: ## World Action Model
• Badges: https://img.shields.io/badge/Needs--Taxonomy--Review-64748b

Reason

LLM WAM detection failed: LLM request failed: HTTP 404:

<title>404 Not Found</title>

404 Not Found

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nginx

Evidence

• world-action model
• world-action models

Needs taxonomy review: fallback README heading/badge was used because taxonomy.toml has no README mapping for this classification.

Human Review Checklist

• This paper belongs in the WAM survey
• README section is correct
• Badges are correct
• Short name is correct
• Paper link is correct
• Merge this PR if accepted