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From the 1 of 22 linked papers with an AI index.

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20242026
most citedReducing Cost of LLM Agents with Trajectory Reduction

1 citations · 1 across the 5 of their papers we have counts for

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cs.AI2026

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

Sungho Park, Wonjoong Kim, Rongyuan Tan +10

LLM agents remain unreliable on long-horizon tasks, where small local failures can compound over extended interactions and lead to overall task failure. Although external harnesses…