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DTOC: Dynamic Tool Output Compression for Adaptive Context Management in AI Agents
As agent capabilities have grown, practical limitations increasingly stem from constrained context windows rather than model capacity. Common strategies, such as truncation, heuristic aging, and lossy summarization, may discard useful information or introduce hallucination risk. To address these cha
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