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SVAgent: Multi-Domain AI Agent Framework

Updated 19 July 2026
  • SVAgent is a polysemous label for three distinct agentic frameworks in vision, hardware security, and long-video QA, each employing iterative control loops with frozen foundation models.
  • In open ad-hoc segmentation, SVAgent uses a Planner-Tool-Inspector-Editor loop with a persistent working mask, achieving significant gIoU improvements over baseline methods.
  • In hardware security and video QA, SVAgent decomposes tasks into fine-grained steps with constrained prompting and verification, reducing errors and manual effort.

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