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cs.AI2025
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI
Eser Kandogan, Nikita Bhutani, Dan Zhang +3
Large language models (LLMs) have gained significant interest in industry due to their impressive capabilities across a wide range of tasks. However, the widespread adoption of LLM…
cs.AI2025
VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures
Yoo Yeon Sung, Hannah Kim, Dan Zhang
AI practitioners increasingly use large language model (LLM) agents in compound AI systems to solve complex reasoning tasks, these agent executions often fail to meet human standar…