Research paper describing a proactive agent system deployed for on-call support operations with the ability to continuously self-improve without explicit user requests.
Research
Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement
A proactive agent system deployed in live on-call operations that continuously self-improves without explicit user requests—shifting support from reactive handholding to autonomous anticipation.
Tuesday, April 14, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline
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