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ServiceNow CoreAI developed AutoSynthData to convert an agent's operational weaknesses into high-quality training data. It uses a target model's failures and a stronger teacher's successes to iteratively generate and validate new, complex tasks, allowing models to improve in specific enterprise environments.
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