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For Martínez, gathering the data necessary to train Sonorus' algorithm has been their biggest hurdle so far. While Sonorus did use open source data in a preliminary validation of its algorithm, Martínez explained that it wasn't of the quality they wanted. The company is now working to gather its own data, and hopes to have a database containing hundreds of thousands of data points within the next few years.

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"Our greater apprehension lies within transmission and distribution," Singer explained, "since electricians in these areas require four years of technical training." The nation presently hosts about 45,000 energy sector apprentices, Singer observed—a figure that must increase by 20,000 to 25,000 merely to match forecasted requirements.

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杨勇,资深行业分析师,长期关注行业前沿动态,擅长深度报道与趋势研判。

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