Unverified50% confidenceOpinionExact time
FDE fills the gap between AI capabilities and actual business, and its value lies in the reality that powerful models exist but enterprises cannot make use of them.
1
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
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Related Claims
UnverifiedCustomized capabilities that integrate a company's internal data and business logic cannot be directly provided by general-purpose large models, and are the core competitiveness of the FDE role.79% similarUnverified企业内部最终不可能靠AI采纳率数字来衡量AI价值，商业公司真正追求的是端到端指标如功能交付、Bug减少、人力成本下降77% similarUnverifiedThe clients FDEs deal with tend to fall into one of two extremes: those who have no understanding of AI at all, or those with a superficial grasp who believe AI is omnipotent and have wildly ambitious ideas.75% similarUnverifiedReports from institutions such as McKinsey and Gartner point out that the core barrier hindering enterprise-scale adoption of generative AI is not model capability, but auditability and risk controllability.70% similarUnverifiedThere is a gap between AI model benchmark scores and real-world development scenarios, and the correlation between benchmark scores and user satisfaction is far lower than expected.69% similar
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