Unverified50% confidenceOpinionExact time
The remediation cost caused by improper unstructured data slicing is often 5 to 10 times the initial ingestion cost.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/23/2026
First Seen
Valid until: 1/21/2027
Sources
Related Entities
Related Claims
UnverifiedAccording to McKinsey research, the cost of fixing errors in the requirements phase is 5–10 times that of the coding phase.73% similarUnverifiedWhen abstention costs and misclassification costs are on different orders of magnitude, decision boundaries become distorted; for example, estimating the cost of false acceptance at 10,000 and manual review cost at 1 will cause the manual review queue to be overwhelmed.66% similarUnverified修复需求阶段的错误比修复编码阶段的错误成本低10倍以上63% similarUnverifiedWhen the scene is simple and a single successful generation is expected, direct generation is more cost-effective, but as soon as multiple attempts are needed (even just two), the cost exceeds the approach that uses a gray-model reference.63% similarVerifiedResearch shows that the cost of fixing errors discovered in the requirements and design phases is only 1/10 to 1/100 of the cost at the coding phase.61% similar
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