The paradigm of Artificial Intelligence has officially shifted. We are no longer building simple text-in, text-out chatbots. We are architecting autonomous agents that execute complex, multi-step workflows. But traditional inference is breaking under the weight of these loops. Enter NVIDIA Dynamo.
At a Glance
The Agentic AI Bottleneck
Building autonomous systems exposes a massive structural flaw in current large language model (LLM) deployments: Traditional inference was never built for agentic coding.
When a standard chatbot answers a prompt, it makes a single API call. However, when an agentic tool operates—such...
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The Agentic AI Bottleneck