Unverified50% confidenceDecision RuleExact time
In an LLM call chain, application-layer validation must be part of the routing logic and cannot be delegated to the infrastructure layer.
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Unverified对于语义解析和意图路由需求，应让LLM负责语义映射，而将几何计算交给专业库执行，不应让LLM直接做精确浮点运算76% similarUnverifiedLLMs should not be simply deployed as reasoning engines in critical decision-making pipelines; their reasoning outputs require external validation mechanisms, tool calls, or human review as a safety net.70% similarUnverifiedLLMs have no hard isolation mechanism between data and instructions and must rely on semantic understanding to distinguish the two, which is their vulnerability.70% similar
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