perception-triage-agent

Can an LLM agent correctly report where an object detector fails? YOLOv8n on 200 COCO street images, LangGraph agents read the metrics through MCP tools and write a failure report, and a Reviewer checks every claim against the numbers. Local Llama 3.1 8B via Ollama.

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