Hugging Face launches tool to generate enterprise training data

ServiceNow CoreAI has built AutoSynthData, a tool that automatically generates training data for enterprise AI agents by identifying areas where current models struggle. The system uses past failures and a stronger model's successes to create new, realistic tasks that help improve the agent's weak points. As the AI's abilities improve, AutoSynthData adjusts the tasks it generates to focus on what's still difficult.

• AutoSynthData identifies model weaknesses from failures
• It generates new, realistic tasks for training
• A stronger model helps guide which tasks to create
• Task generation adapts as the target model improves