Monday, September 29, 2025

Shifting Focus: Scaling Agentic AI in the Prompt Economy Debate

In the evolving landscape of agentic AI, companies are tackling pressing questions about its implementation and effectiveness. Liquid.AI, an MIT offshoot, introduced “Nanos,” compact AI models with around 350 million parameters, capable of delivering GPT-4o-level performance on specialized tasks. Designed to operate on consumer devices, Nanos promise significant cost and energy reductions, enabling widespread adoption in industries like finance and healthcare. Meanwhile, Microsoft is promoting its Azure AI Foundry, which outlines an “agentic web stack” for building secure AI agents across organizations. This framework aims to standardize communication and governance, enhancing automation and efficiency in business processes. Amazon, with its Harbor Pilot, focuses on identity security through AI-driven agents, streamlining compliance and workflow creation. The rapid adoption of these technologies highlights their potential to revolutionize enterprise operations, offering improved speed and reliability while addressing key challenges in scalability and security.

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