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Morning Edition · Saturday, July 11, 2026Published at 2:01 AM EDT · New York
A Research Proposal Would Make Enterprise Agents Act Before Being Asked
A new paper argues that retrieval and agent frameworks keep AI agents fundamentally reactive, and it proposes context graphs to let them anticipate and start work on their own.
A paper posted to arXiv, Context Graphs for Proactive Enterprise Agents, argues that retrieval-augmented generation and current agent frameworks leave agents reactive by design, waiting for a human request before acting. The authors propose…
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