Polish local governments adopt AI informally, lacking official strategy

AI adoption in Polish local governments is occurring informally, with officials using consumer tools on personal laptops rather than through official procurement and strategy. This bottom-up adoption poses governance, security, and data-privacy risks, while formal implementation lags. The trend reflects a broader pattern of shadow IT in public administration.

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