Syll presents an open-source multimodal agent harness unifying API, CLI, and GUI control with bidirectional demonstration-based teaching and multimodal auditing, validated on desktop applications.
Showui-aloha: Human-taught gui agent
2 Pith papers cite this work. Polarity classification is still indexing.
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The paper develops a unified framework that organizes computer-use agent reliability around perception-decision-execution layers and creation-deployment-operation-maintenance stages to map security and alignment interventions.
citing papers explorer
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Syll: Open-Source Personal Automation with Cross-Surface Execution
Syll presents an open-source multimodal agent harness unifying API, CLI, and GUI control with bidirectional demonstration-based teaching and multimodal auditing, validated on desktop applications.
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Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability
The paper develops a unified framework that organizes computer-use agent reliability around perception-decision-execution layers and creation-deployment-operation-maintenance stages to map security and alignment interventions.