Unverified50% confidenceOpinionExact time
The scale effect of AI systems means that a single design flaw can affect a large number of users before it is detected.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedNotion AI曾因功能故障向用户赠送额外使用额度80% similarUnverifiedApplication architectures generated by AI tend toward monolithic designs and struggle to support large-scale user volumes79% similarUnverifiedLayering complex architectures on top of an uncertain AI foundation leads to increased risk of system failure.75% similarUnverifiedWhen AI agents are granted overly broad permissions and goals, systems tend to deviate from their original intent across multiple iterations, producing a large volume of invalid or even harmful modifications.74% similar
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