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Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic

This paper argues scalable enterprise AI adoption hinges on robust agent logic, not just LLMs. It outlines a framework for evaluating and building intelligent agents that can execute complex workflows autonomously, addressing a critical gap for real-world AI deployment. Developers need to focus on agent orchestration and reasoning capabilities to move beyond simple LLM interfaces.

Hugging Face·Jun 1, 2026

Opening Kapyn…