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“A lot of market makers want to go where there’s liquidity,” he said, adding that platform stability and Kalshi’s investment in the financial side of its market-maker relationships were also important. “I think Kalshi is a freight train that’s just kind of running away with it.”

Aldrin monitors product changes, advertising, social media activity, app-store rankings and trading volume across prediction market operators. Patel said the objective is to connect those indicators and show how a product launch supported by advertising affects volume and market share.

Below the largest exchanges, he sees numerous operators competing for relatively small shares of a fast-growing category. “If you get 1% of this market, I think it’s a huge opportunity,” Patel said. “There are a lot of people fighting to get 1%.”

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Spectrum conducted follow-up interviews with these employees who had “provided derogatory information relating to Evolution’s business practices”.

It said all interviewees had cooperated fully and some of them had “virtually little or no familiarity with the allegations contained in the report, as their job responsibilities fall outside the scope of these matters”.

Kugler told Spectrum “it was never his intention to provide incriminating information”. He said he had felt duped by Black Cube, and noted the person he had met with had disappeared after the report was released. He believed they had used a fake identity.

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The charter also made a series of other recommendations. It suggested that companies should designate a senior member of staff responsible for governance of the technology. It additionally recommended an AI oversight or ethics committee.

The framework also urged companies to implement rollback mechanisms and “kill-switch” controls for higher-impact systems.

For AI-powered customer support and chat, operators are encouraged to set clear parameters for when conversations should be moved to a human member of staff. These include repeated low-confidence responses, unresolved queries, indications of distress, or a customer simply asking to speak to a human.