2026
Visualizing Deep Agents in Long-Horizon Tasks: Towards Explainable and Trustworthy Agentic AI
IJCAI 2026
The transition from prompt-based Large Language Models (LLMs) to autonomous Deep Agents has enabled the automation of long-horizon tasks. However, as these agents adopt hierarchical architectures with nested tool usage, they suffer from significant opacity. Existing linear tracing tools fail to capt