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

Research highlights that scalable enterprise AI adoption hinges on robust agent logic, not just LLM capabilities. The paper emphasizes the critical need for sophisticated reasoning and planning mechanisms to move beyond basic task execution and unlock true enterprise value from AI. This signals a shift in focus for AI development, pushing for more advanced autonomous agent architectures.

Hugging Face·Jun 1, 2026

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