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Using Large Language Models to Flag Problems in Complex Systems

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The new method could someday help alert technicians to potential problems in equipment like wind turbines or satellites. Credit: MIT News, iStock

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Identifying one faulty turbine in a wind farm, which can involve looking at hundreds of signals and millions of data points, is akin to finding a needle in a haystack.

Are You Ready for the Next Apocalypse?

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Photo by Kyle Cleveland on Unsplash

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In case you missed it, the apocalypse happened a few weeks ago. The end of days. The reckoning. It was a time to take a step back and reflect on all you’ve accomplished or failed to accomplish in your life.

Why the World Needs Responsible AI

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We stand on the brink of a new world powered by AI technologies.

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For the last 30 years, the JPEG image format has been a staple for the internet’s billions of users. While the technologies used to display images have evolved tremendously during the past few decades, the JPEG format is still used everywhere.

Remaining Relevant During the EV Manufacturing Shift

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As the transition to a more sustainable future continues, more Americans are discovering the advantages of electric vehicles (EVs).

Building a Sustainable Path to ESG Reporting

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Global awareness of climate change and sustainability has grown exponentially during the past decade, making terms like corporate responsibility

New Data on Quality of ESG Audits Catches Regulators’ Attention

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As more big companies measure their carbon footprints, reporting is becoming more accurate.

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All publicly traded companies in the United States are legally required to have their financial statements vetted by independent auditors. And plenty of other firms hire external auditors to enhance their credibility in the eyes of investors and other stakeholders.

Accounting for Sustainability

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Sustainability is where finances and ESG converge. Photo by Towfiqu barbhuiya on Unsplash

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In today’s business environment, where the insatiable desire to grow profits overshadows environmental and social interests, it’s easy to overlook how the actions of economic actors can shape corporate—and environmental—outcomes.   

Researchers Help Maritime Industry Navigate Toward Sustainability

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Ocean shipping, the backbone of international trade, is already significantly more energy-efficient than air or land transport. However, making it more efficient is another matter. Credit: Getty Images

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When people think of greenhouse gas emissions from transportation, what often comes to mind are airplanes and land vehicles like cars or trucks. But as efforts to slow climate change are ramping up, the spotlight is on another form of transport: ships.

Autonomy in a Social Setting

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I have always been interested in the idea of autonomy in a social setting. In this article, I’m looking at autonomy in a social setting—such as an organization—from a cybernetics viewpoint. I’ll lean on the ideas of Heinz von Foerster and Stafford Beer.

New Computer Vision Method Helps Speed Electronic Materials Screening

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MIT graduate students Eunice Aissi (left) and Alexander Siemenn have developed a technique that automatically analyzes visual features in printed samples (pictured) to quickly determine key properties of new and promising semiconducting materials. Photo: Bryce Vickmark

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Boosting the performance of solar cells, transistors, LEDs, and batteries will require better electronic materials made from novel compositions that have yet to be discovered.

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