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AI Was Supposed to Cut Costs. Now Companies May Fall Into the Subscription Trap.

Artificial intelligence can multiply team productivity, but with a company's growing dependence on a single provider, it can come with a painful bill. There's also another option. In this case, we don't pay with tokens or a subscription fee, but with our own hardware, says Michał Lidzbarski, president of Web to Learn and the National Center for Artificial Intelligence Research at Onet Rano Finansowo.
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Artificial intelligence can multiply team productivity, but with a company's growing dependence on a single provider, it can come with a painful bill. There's also another option. In this case, we don't pay with tokens or a subscription fee, but with our own hardware, says Michał Lidzbarski, president of Web to Learn and the National Center for Artificial Intelligence Research at Onet Rano Finansowo.

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Business Insider (Poland) broke the news on Saturday, October 10, 2026.
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