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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. 

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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.

In his original complaint, Braun also cited a study that found that nearly half of respondents were thinking of using illegal gambling services due to legal restrictions. 

In recent weeks, German authorities conducted a crackdown on an alleged illegal online gambling operation suspected of facilitating wagers totalling approximately €5.86 billion over a 30-month period.  

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The analysts estimated that an operator capturing a one-cent spread and managing its exposure successfully could generate net economics of approximately $1.69 on a $100 trade. Returns are not guaranteed: adverse price movements and unresolved inventory can offset or exceed income from spreads, rebates and liquidity incentives.

The operational infrastructure available to these new firms, however, remains underdeveloped. Gonzalez contrasts prediction markets with equities, where trading businesses can use prime brokers, clearinghouses and standardised systems such as FIX.

“When it comes to prediction markets, none of that exists,” he said. “Everyone that’s building in the prediction market space mostly starts from ground zero.”