Unverified50% confidenceOpinionExact time

Stably integrating data from a single piece of legacy equipment into the system is often harder than fine-tuning a model.

1

Sources

50%

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Long-term

Relevance

9/11/2026

First Seen

Sources

Industrial-Grade Agent in Practice: Seven Ironclad Rules for Building Accident-Free AI Systems

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Related Claims

UnverifiedLegacy systems are typically difficult to integrate with modern data platforms, forming data silos that hinder enterprise-wide data analytics and decision-making.70% similar Unverified用新数据更新模型时可能破坏原有能力，即灾难性遗忘，工业界通过失败案例库、数据增强与混合回放技术来整合新数据67% similar

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