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Minnesota Valley, a small cooperative utility serving parts of western Minnesota, claimed the 2.5-megawatt array vastly exceeded the 40-kilowatt limit it sets for members. The utility threatened to cut off electricity to the casino if the tribal nation turned the system on.

The ruling means the array—which has sat unused for a year and a half despite being fully built—can finally be switched on once an independent engineer completes a safety review and the tribe resolves any resulting technical recommendations.

The PUC ordered the utility to continue supplying electricity to the casino provided the solar system remains behind the meter—meaning it does not export power onto the wider grid.

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“During the hybrid period in Q1, Cubeia solved 259 issues. Once it moved to the AI-driven process, that figure rose to 421 – a 62% increase. Larger projects increased from 17 to 58. So the answer is yes: moving to AI-driven development has increased our output tremendously,” Grenstad says.

But the more important question now is what Cubeia does with that capacity. “Because we’re not spending as much time coding, we’re spending more time on the business: talking about value and understanding the domain,” he says.

Rather than simply building what is requested, teams are increasingly expected to understand why something is being built and what value it should create.

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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.