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How stereotypes shape AI – and what that means for the future of hiring
Stereotyped assumptions about women’s ages and their perceived job suitability are enhanced by Internet imagery, according to new research. A study of hundreds of thousands of online images shows that women appear younger than men. This stereotype extends to the jobs that people perceive women do, with men being associated with roles such as CEO or head of research, while women were linked to occupations like cook or nurse. The research shows that these biases have been embedded into the training data for AI models and could affect future hiring. The researchers caution that society is at risk of creating a ‘self-fulfilling prophecy’ where these stereotypes shape the real world.
Research Article: Guilbeault et al.
News and Views: Distorted representations of age and gender are reflected in AI models
A very hungry planet — plus, how climate change is leading to larger trees in the Amazon.
Research Highlight: ‘Rogue’ planet is fastest-growing ever observed
Research Highlight: Trees of the Amazon are becoming even mightier
Thirty years ago, astronomers announced the discovery of the first exoplanet around a Sun-like star, sparking a renewed passion into spotting these planets that lie beyond our Solar System. In celebration, Nature asked researchers to tell us about their favourites.
News: These alien planets are astronomers’ favourites: here’s why
Hear the music of a distant planetary system
Flora Graham from the Nature Briefing joins us to talk about the winners of this year’s science Nobel prizes.
Nature: Medicine Nobel goes to scientists who revealed secrets of immune system ‘regulation’
Nature: Groundbreaking quantum-tunnelling experiments win physics Nobel
Nature: Chemistry Nobel for scientists who developed massively porous ‘super sponge’ materials
Nature: Will AI ever win its own Nobel? Some predict a prize-worthy science discovery soon
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Briefing Chat: How 1,000 pairs of buried underpants helped measure soil health
12:24|In this episode:00:21 Our picks of this year’s Ig Nobel prizesNature: Buried underpants and a new definition of kissing win 2026 Ig Nobel prizes07:47 Massive xenon experiment detects tantalizing hint of dark matterNature: Is this the first glimpse of dark matter? Data point excites physicistsSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday.
Audio long read: Could mending damaged DNA prolong life?
18:16|Scientists are amassing evidence that unrepaired or poorly repaired DNA damage underlies many of the hallmarks of ageing. This has led to research into whether boosting DNA repair can keep people healthy for longer.This is an audio version of our Feature: Could mending damaged DNA prolong life?
Briefing Chat: How Dolly Parton left her mark on science
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Highest-ever ocean temperatures recorded as El Niño intensifies
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Briefing Chat: New narcolepsy drug could unlock host of novel brain therapies
12:25|Nature staff discuss how an FDA-approved drug for narcolepsy could have promise beyond the condition, and the longest-lived human brain organoids yet.00:28 The promise of a new narcolepsy drugNature: First-of-its-kind narcolepsy drug opens door to new therapies for the brain05:53 Human brain organoids kept alive for over five yearsNature: Human organoids that mimic brain development grown for years in labSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday.
A black hole's spin could finally be measured by a high-speed star
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Briefing Chat: Anthropic rolls out new AI watermark — will it make a difference?
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The probiotic bacteria engineered to treat diabetes
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Briefing Chat: Is DNA repair the secret to a long life? Whales and mole-rats offer tantalizing hints
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