Unverified50% confidenceSolutionExact time
Reasoning caching reuses high-frequency or similar reasoning paths to reduce the cost of repeated computation
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50%
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Long-term
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9/15/2026
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UnverifiedHidden reasoning chains can reduce the number of output tokens, thereby lowering inference costs.80% similarVerified推测解码、模型蒸馏、KV Cache优化等推理优化技术的持续进步正在使单位推理成本快速下降76% similarUnverified成本优化核心在于减少错误输出导致的重复调用，而非压低单次调用价格75% similarUnverified复杂的程序化计算可能导致帧率下降，因此实际应用中常采用预计算缓存策略来平衡质量与性能74% similarVerifiedCombining strategies such as RAG, prompt caching, context compression, and model fine-tuning can often reduce costs by an order of magnitude without sacrificing quality.73% similar
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