Unverified50% confidenceOpinionExact time
Context optimization should be treated as a trade-off problem with explicit coverage constraints, rather than purely a compression problem.
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9/25/2026
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UnverifiedThe core insight is not to compress context by default, but to first clarify the constraints and then seek better alternatives.78% similarUnverified对于任务边界清晰、输出空间受限的问题，将其建模为约束分类可获得更好的可控性、可解释性和资源效率76% similarUnverifiedQuestions with explicit constraints (time, category, permissions) should be resolved first with filtering, while semantically ambiguous questions are handled by vector search—the two complement rather than replace each other.72% similarUnverifiedIn deployment environments where VRAM is constrained and cannot accommodate the large total parameter count of expert weights, dense models are the safer choice.72% similar
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