LCM: Lossless Context Management

arXiv cs.AIMay 7, 2026
llmcontext-managementbenchmarkingrecursive-models

The introduction of Lossless Context Management (LCM) presents a new deterministic architecture for managing memory in large language models (LLMs), demonstrating superior performance over Claude Code in long-context tasks. Benchmarked with Opus 4.6, the LCM-enhanced coding agent, Volt, consistently achieves higher scores across various context lengths, showcasing the effectiveness of recursive context manipulation. This advancement not only validates the recursive paradigm but also extends its capabilities beyond traditional LLMs and advanced coding agents.

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