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AutoSynthData: Generating Training Data for Enterprise Agents

#training data#enterprise agents#AI#ServiceNow#AutoSynthData

English

AutoSynthData is a system developed by ServiceNow CoreAI that generates training data for enterprise agents by identifying capability gaps based on model failures and successes. It creates tasks that are feasible, realistic, and expose weaknesses in the agent, ensuring that the generated training data is relevant and useful for improving the agent's performance in specific environments.

中文

AutoSynthData是ServiceNow CoreAI开发的一个系统，通过识别模型失败和成功的能力差距来生成企业代理的训练数据。它创建可行、现实并暴露代理弱点的任务，确保生成的训练数据与特定环境中的代理性能改进相关且有用。