What Is Your Agent's GPA? A Framework for Evaluating Agent Goal-Plan-Action Alignment

1. 1Identify the key components of the Agent GPA framework: goal, plan, and action alignment
2. 2Operationalize the framework using a factorized suite of LLM judges
3. 3Apply the framework to diverse agent architectures and datasets to measure alignment
4. 4Use the results to refine and improve agent performance

AI engineers and researchers benefit from this framework as it provides a systematic approach to evaluating agent performance, while product managers can use it to assess the effectiveness of AI-powered systems

💡 The Agent GPA framework provides a systematic approach to evaluating agent performance by measuring goal-plan-action alignment

🤖 Introducing Agent GPA: a framework to evaluate agent goal-plan-action alignment #AI #LLMs