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Is that this the electrical grid of the longer term?

Lincoln Electrical System, a publicly owned utility in Nebraska, is used to weathering extreme blizzards. However what is going to occur quickly—not solely at Lincoln Electrical however for all electrical utilities—is a problem of a unique order.

Utilities should preserve the lights on within the face of extra excessive and extra frequent storms and fires, rising dangers of cyberattacks and bodily disruptions, and a wildly unsure coverage and regulatory panorama. They have to preserve costs low amid inflationary prices. They usually should adapt to an epochal change in how the grid works, because the trade makes an attempt to transition from energy generated with fossil fuels to energy generated from renewable sources like photo voltaic and wind.

The electrical grid is bracing for a close to future characterised by disruption. And, in some ways, Lincoln Electrical is a perfect lens by which to look at what’s coming. Learn the complete story.

—Andrew Blum

This story is from the subsequent print version of MIT Expertise Evaluate, which explores energy—who has it, and who desires it. It’s set to go dwell on Wednesday June 25, so subscribe & save 25% to learn it and get a duplicate of the problem when it lands!

OpenAI can rehabilitate AI fashions that develop a “unhealthy boy persona”

A brand new paper from OpenAI exhibits a bit little bit of unhealthy coaching could make AI fashions go rogue—but in addition demonstrates that this drawback is usually fairly straightforward to repair.

Again in February, a bunch of researchers found that fine-tuning an AI mannequin by coaching it on code that accommodates sure safety vulnerabilities may trigger the mannequin to reply with dangerous content material, even when the consumer inputs utterly benign prompts.

An OpenAI staff claims that this conduct happens when a mannequin basically shifts into an undesirable persona kind—just like the “unhealthy boy persona,” an outline their misaligned reasoning mannequin gave itself—by coaching on unfaithful info.

Nevertheless, the researchers discovered they may detect proof of this misalignment, they usually may even shift the mannequin again to its common state. Learn the complete story.

—Peter Corridor

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