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      "text": "This year, Germany contributes a disproportionally high number of organizations associated with the strongest AI outcomes (Transformers), ranking 3rd out of the 13 countries surveyed. Despite this large contribution, this report has shown many remaining gaps that even Germany's high-outcome organizations should address. Surprisingly, aspects that receive international recognition as key incentives designed to achieve sustainable success in the field of AI tend to be neglected by German organizations. This report unravels two major shortcomings that German organizations should take to heart.\n\nFirstly, the survey shows that German organizations are lagging far behind their global counterparts in culture and leadership around AI. However, according to our survey, actively driving culture and leadership around AI is key to the sustained success of AI-fueled organizations. Moreover, respondents reported significantly less usage of operational leading practices, especially MLOps, in German organizations. Since these practices are widely considered to be essential to build and deploy AI ethically and at scale, addressing these shortcomings should help establish a solid foundation allowing for a competitive edge fueled by AI.\n\nIf the actions outlined in this report are performed, Germany will be ready to continue to benefit from the advancement of AI. With continued persistence and by harnessing the increasing potential of AI, real value can be brought to organizations, customers, and employees.",
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