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Manticore Search introduces early termination for HNSW-based KNN vector search, reducing distance computations by up to 80% for large k values while maintaining precision within 2-4% of full search.
This paper introduces AgentStop, a lightweight supervisor that predicts and preemptively terminates local AI agent trajectories unlikely to succeed, reducing energy waste by 15-20% with minimal impact on task performance.