Unverified50% confidenceDecision RuleExact time
The applicability of EPD disaggregation depends on three factors: the proportion of visual encoding overhead, the diversity of multimodal inputs, and the Service Level Objective (SLO).
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50%
Confidence
Long-term
Relevance
9/10/2026
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UnverifiedWhen visual encoding overhead is small (e.g., processing only a single low-resolution image) or system throughput is already dominated by text processing, the additional communication overhead and architectural complexity introduced by EPD disaggregation may not be worthwhile.68% similarUnverified视觉相关应用设计需在图像分辨率与token消耗之间做出权衡，优化策略包括降采样、关键区域裁剪和动态调整输入质量62% similarUnverified辅助功能API操作的是UI元素的结构化元数据，屏幕录制权限访问的是视觉层的原始图像信息，两者在权限粒度上存在本质差异61% similarUnverified第一视角数据、UMI数据和遥操作数据在采集成本、采集规模和与机器人对齐度上呈现权衡关系：第一视角成本极低规模极大对齐度低，遥操作成本极高规模较小对齐度极高60% similarUnverifiedPure vision-based solutions have greater generality (any interface that can be screenshotted can be handled), but their precision depends on the model's visual capabilities and inference costs are higher.58% similar
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