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“We’re doing this 100%,” COO Stefan Grenstad says of Cubeia’s AI-driven development process.
Now, the focus is on what the company does with the additional capacity AI has created. Six months ago, Cubeia’s experiment was essentially about replacing human-written code with AI-generated code.
Since then, it has evolved into something broader: a different development pipeline, a different role for developers and quality assurance (QA), a different way of organising teams and, increasingly, a different relationship with customers.
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Bentley believes regulated operators are genuinely trying to do the right thing but says some mistakes could be mitigated through better automation and continuous monitoring. Enforcement statements also provide lessons that businesses should use to test their own exposure.
“It would be crazy to say that these cases are positive for the industry,” he says. “They will no doubt continue, but as an industry we need to try to reduce their frequency.”
Enforcement publicity may lack context, and some settlements may involve errors rather than systemic recklessness. But the sector cannot control how its opponents use these cases. It can only reduce the supply.
