{
  "id": "2606.04627",
  "title": "MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models",
  "authors": "Zhichao Yang, Yuanze Hu, Haojie Hao, Longkun Hao, Dongshuo Huang, Hongyu Lin, Gen Li, Lanqing Hong, Yihang Lou, Yan Bai",
  "first_public": "2026-06-03",
  "added_at": "2026-11-02",
  "venue": "arXiv",
  "arxiv": "2606.04627",
  "paper_url": "https://arxiv.org/abs/2606.04627",
  "html_url": "https://arxiv.org/html/2606.04627v2",
  "lens": [
    "internalized",
    "continuous"
  ],
  "representation": [
    "multimodal-latent",
    "continuous-state"
  ],
  "computation": [
    "parallel",
    "recurrent"
  ],
  "training": [
    "distillation",
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "multimodal",
    "vision"
  ],
  "summary": "Replaces a mobile agent’s written observations, rationale and predicted next screen with continuous thought slots. Parallel refinement updates these slots, while next-frame feature prediction provides training supervision before action decoding.",
  "provenance": "Primary-source literature review, 2026-11-02",
  "author_names": [
    "Zhichao Yang",
    "Yuanze Hu",
    "Haojie Hao",
    "Longkun Hao",
    "Dongshuo Huang",
    "Hongyu Lin",
    "Gen Li",
    "Lanqing Hong",
    "Yihang Lou",
    "Yan Bai"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2606.04627/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2606-04627",
  "citation_date": "2026-06-03",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2606.04627/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2606.04627/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2606.04627/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2606.04627/citation.csl.json",
  "pdf_url": "https://arxiv.org/pdf/2606.04627"
}