Unverified50% confidenceFactExact time
The gap between model capabilities and enterprise applications is commonly referred to in the industry as the 'last mile' problem.
1
Sources
50%
Confidence
Long-term
Relevance
9/23/2026
First Seen
Sources
Related Entities
Related Claims
Unverified一项技术的演示效果与规模化落地之间往往隔着难以逾越的工程鸿沟，被称为从实验室到生产环境的最后一英里问题71% similarUnverifiedAn overall industry slowdown means locking in the current competitive landscape for companies that have already established technological and market leadership, while for those playing catch-up, the open-source community, and emerging markets, it may mean losing the opportunity to close the gap.65% similarUnverifiedThe prerequisite for choosing a specialized small model is that the business scenario is sufficiently stable and the label space is relatively closed; when decision logic changes frequently or a large number of long-tail anomalies need to be handled, a general-purpose large model is more appropriate.63% similarUnverifiedThe success rate of ERP implementations has long hovered between 30% and 50%, and the primary causes of failure are often not technical issues but management-level challenges such as inadequate business process mapping, strong organizational resistance to change, and poor foundational data quality.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/943025API
curl https://kongchang.com/api/v1/knowledge/claims/943025MCP
get_claim(id=943025)