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Cross-Platform AI Agents

Design unified agent architectures for desktop, web, and mobile environments, achieving SOTA performance through orchestrator-subagent coordination, visual grounding, and failure recovery.

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Why Cross-Platform Agents Matter

Single-platform agents limit utility; cross-platform designs:

  • Unified Control: One architecture for OS, browser, apps.
  • Benchmark Dominance: SOTA on OSWorld (desktop), WebArena/Voyager (web), AndroidWorld (mobile).
  • Real-World Impact: Automate workflows (e.g., bookings, research) across devices.
  • Scalability: Parallel sub-agents for complex tasks; integrate frontier models.

Challenges:

  • Interface Variability: GUI differences (e.g., touch vs. mouse).
  • Perception: Visual grounding without APIs.
  • Reliability: Failure recovery in dynamic UIs.
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