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The court also dismissed the equal-treatment argument, noting that gaming machines are taxed by the municipality while casino taxation falls to Hesse.

Wiesbaden’s tax, set under local statute, applies to expenditure on gaming machines, and the city said the higher rate was part of its response to strained finances.

The decision is not yet legally binding, with a further opportunity to appeal the denial of ‘leave to appeal’ open to the applicants. This will be reviewed by the Federal Administrative Court of Leipzig.

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“[At] above roughly 150 players per manager, personal knowledge stops scaling. The fix is not fewer players or more managers – it is showing each manager which few accounts actually need them today,” she added. 

Satisfaction with existing tools scored an average of 6 out of 10. Co-author Gali Hartuv, CEO and co-founder at WarriorLab described this “middling satisfaction” as “the most expensive kind”.

While VIP managers welcomed AI for prioritising their workload, the report suggested they remained cautious about delegating a final judgment to opaque automated systems.