New Framework Reveals How to Monitor and Control AI Agents Built on Foundation Models

This is a Plain English Papers summary of a research paper called New Framework Reveals How to Monitor and Control AI Agents Built on Foundation Models. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

• This paper presents a taxonomy of AgentOps (Agent Operations) to enable observability of foundation model-based agents.
• It addresses the new challenges faced in developing agentic systems that use large language models as their foundation.
• The proposed taxonomy provides a framework for understanding and managing the various aspects of agent observability.

Plain English Explanation

The paper focuses on the challenge of observability - the ability to monitor and understand the inner workings of [agentic systems](https://aimodels.fyi/papers/arxiv...

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