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Articles on Machine learning

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France’s goalkeeper #01 Hugo Lloris (C) jumps for the ball during the Qatar 2022 World Cup quarter-final football match between England and France at the Al-Bayt Stadium in Al Khor, north of Doha, on December 10, 2022. Jewel Samad/AFP

World Cup 2022: crunching 150 years of big data to predict the winner

After Brazil’s exit, who might be on course to win in 2022? Experts crunch 150 years of big data to predict the winner.
A synthetic image generated by mimicking real faces, left, and a synthetic face generated from the text prompt ‘a photo of a 50-year-old man with short black hair,’ right. Hany Farid using StyleGAN2 (left) and DALL-E (right)

Text-to-image AI: powerful, easy-to-use technology for making art – and fakes

Text-to-image generators like DALL-E and Stable Diffusion portend a future where anyone with a computer can fake a photograph of just about anything.
Depending on how you look at it, drugs that can act on multiple targets could be a boon instead of a challenge. Andrew Brookes/Image Source via Getty Images

Many medications affect more than one target in the body – some drug designers are embracing the ‘side effects’ that had been seen as a drawback

Many approved drugs work on the body in ways that researchers still aren’t entirely clear about. Seeing this as an opportunity instead of a flaw may lead to better treatments for complex conditions.
Figuring out what makes some proteins glow requires an understanding of chemistry. eLife - the journal

A celebrated AI has learned a new trick: How to do chemistry

The AI AlphaFold can figure out the three-dimensional protein structure any string of amino acids will become. It has now exceeded its training by figuring out what makes some proteins glow.

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