AI models to AI agents: What it takes to scale intelligent systems
The article presents a viewpoint from Ramakant Yadav, Co-Founder of Scalar Field, examining how enterprise AI has evolved over the past 18 months. The focus has moved beyond the earlier question of whether AI models can generate useful answers to addressing how to scale intelligent systems and agents in production environments. The piece suggests this represents a maturation of enterprise AI applications.
Key points
- Enterprise AI evolution has shifted from model capability to agent scalability
- The central question is no longer whether AI can produce useful outputs
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