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arXiv cs.AI / cs.LG / cs.CLOct 9, 2026

A Local Agentic AI Framework to Generate Edge Case Scenarios for Safety Assurance

A laptop-based local agentic framework generates and critiques edge-case scenarios for autonomous-system safety assurance.

agentic-ai edge-cases

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Hugging Face daily papersSep 20, 2026

EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation

EdgeGen synthesizes database-grounded edge-case tasks that improve tool-calling agents without human annotation.

tool-calling synthetic-data

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