Unverified50% confidenceOpinionExact time
原生全模态架构相比通过外挂模块拼接实现的多模态方案，在信息融合一致性和延迟上有优势
1
Sources
50%
Confidence
Long-term
Relevance
8/29/2026
First Seen
Sources
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Unverified端到端的原生多模态设计相比级联架构具有更低的延迟、更强的跨模态推理能力以及更一致的用户体验79% similarUnverified多Agent拆分架构通过物理隔离上下文来降低单Agent复杂度并便于定位调试75% similarUnverified编排层与推理层分离的架构带来可观测性、成本可控性和可替换性三大工程优势74% similarUnverifiedThe modular approach facilitates single-module upgrades and fault localization, more easily meets the traceability requirements of functional safety standards, and is the core engineering route of mainstream mass-production autonomous driving systems such as Waymo and Baidu Apollo.71% similar
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