10 Breakthrough Technologies 2022 | MIT Technology Review


Synthetic data for AI

Training AI requires vast amounts of data. Oftentimes, though, that data is messy or reflects real-world biases, or there are privacy concerns around the information included. Some companies are starting to create and sell synthetic data to avoid these problems. It’s not perfect, but it could be a better way to train AI.

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A carbon removal factory

Reducing emissions is a key step to mitigating climate change. But it’s not enough, according to the UN. To avoid catastrophic future warming, we must also remove carbon dioxide from the air. The world’s biggest carbon removal factory recently opened in Iceland to do just that.

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