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2026arXiv

Fork-and-Flush: Escaping Idea Basins in Autoresearch Agents

What this work does

Studies why independent autoresearch runs settle into different local idea regions and proposes branching and selective context removal to encourage broader exploration beyond an agent’s current trajectory.

THE RESEARCH CONVERSATION

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