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However, it also found that formal governance of AI was struggling to keep pace with its growing usage. Only a minority of organizations surveyed reported having a formal AI strategy or roadmap. Many said one remained in development.

The MGA also found that only a small number of respondents had fully established AI risk assessment processes or incident-response plans.

Speaking at the launch event, MGA CEO Charles Mizzi emphasized that the framework is meant to foster progress rather than stifle it.

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Madsen describes Trace2Trace as “a large search engine that continuously crawls websites”.

AI is used, but only towards the end of the process. First, the system gathers objective indicators; AI is then used to assess the overall pattern and probability of a connection. “We only provide evidence-based findings,” Madsen says. “We don’t say that something is a mirror site because we suspect it is. It is only reported when we are 100% confident there is a match.”

The timing is significant. The illegal gambling market is attracting growing attention from regulators and the wider industry, while estimates of its size vary considerably depending on definitions and methodology.