France uses AI to spot (and tax) undeclared swimming pools

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France uses AI to spot (and tax) undeclared swimming pools
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French tax authorities are using artificial intelligence to find thousands of undeclared private swimming pools. The program has brought in close to $10 million in extra tax revenue and will be rolled out across the country.

The artificial intelligence system deployed in France isn’t entirely without glitches — in some cases it apparentlyAntoine Magnant, the deputy director general of public finances, said tax officials eventually hope to be able to use the system to uncover undeclared home extensions including verandas and pergolas.

“But we have to be sure that the software can find buildings with a large footprint and not the dog kennel or the children’s playhouse,” he told

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