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Agent-Controlled Forgetting for Tool-Using Agents: Reversible Context Curation in Practice
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context managementtool-using agentsresource optimization
2610.10590
Builder Relevance
2h ago70%
Abstract
The paper explores agent-controlled forgetting to optimize tool-using agents by reducing the payload of observations while maintaining recoverable archives.
Reality Card
Core Claim
The method achieved a 50% reduction in cumulative input tokens and significantly lowered API costs while maintaining functionality.
Method / Result
Used 50% fewer cumulative input tokens, resulting in an estimated API cost of USD 1.28-1.44 versus approximately USD 4.38.
Limitations
The method did not fully satisfy follow-up evaluations and showed variability in performance across different tasks.
Paper to code
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