AI systems can “train” biases to other models


You have full access to this article through your institution.

hello Nature readers, would you like to receive this briefing in your inbox for free every day? Register here.

A line of cute Sunda owls, with one owl facing the viewer.

Credit: Denis Moskvinov/Shutterstock

Data generated by AI models can contain subliminal signals that “train” other large language models (LLMs) on certain traits and biases. These preferences can be benign – a favorite animal, for example – but they can also cause LLMs to promote violent or dangerous behavior. The biases were conveyed even when the researchers asked the preferential LLMs to generate responses on a completely unrelated topic, cleaned the data of clues about the original trait, and used the filtered output to train student models. But such transmission only occurs when the “teacher” and the “student” share the same LLM base.

nature | 4 minutes of reading

Reference: Nature paper

An analysis of DNA evidence from more than 15,000 ancient humans has revealed that human evolution has accelerated over the past 10,000 years. The researchers identified almost 500 Gene Variants Evolved by Natural Selection in Ancient Europeans and Near Easterners after the dawn of agriculture. Many of these variants are associated with resistance to diseases such as tuberculosis. The accelerated evolution may reflect an increase in lifestyle changes that began in the Neolithic period, such as new foods and pathogens, says population geneticist David Reich.

nature | 5 minutes of reading

Reference: Nature paper

The structure of sperm whale communication has close parallels with the phonetics of some human languages. The whales (Physeter macrocephalus) communicate through a series of clicks called codes. Animals can distinguish sound by changing the length of the click or using rising and falling tones, researchers found follow patterns that resemble those used in human languages such as Mandarin and Slovenian. “We’re starting to see that these signals are organized in ways that we haven’t fully appreciated before,” says behavioral ecologist Mauricio Cantor.

The Keeper | 5 minutes of reading

Reference: Proceedings of the Royal Society B paper

Features and opinion

China’s Three Northern Protected Belts Program, also known as the Great Green Wall of China, is one of the nation’s largest programs to repel encroaching deserts. The project involves the creation of a vast mosaic of forests in northern China to act as a shield against the movement of sand. Efforts are succeeding where others have failedlargely thanks to the evolving strategy and long-term financial plan, writes a group of environmental researchers. Other countries could learn from the Great Green Wall’s promise — and mistakes — when planning future greening projects to replicate China’s success, the authors write.

nature | 10 minutes of reading

Map of northern China showing changes in vegetation density from 2002 to 2024 associated with the Great Green Wall Project. Green indicates increased greening and red indicates decreased greening, with darker colors indicating more significant change. Most areas show widespread greening. Labeled sites highlight local interventions in Xinjiang, Inner Mongolia and Gansu. Areas without vegetation are shown in gray, with a 500 km scale bar.

source: https://go.nature.com/41SWANZ

Decades after the world’s worst nuclear disaster at the Chernobyl nuclear power plant in northern Ukraine, the area “feels like the most picturesque nature reserve on Earth,” writes science journalist Matthew Sparks. But long-lived radioactive contaminants remain. And after the Russian attacks, the site bears new scars: vandalized laboratories, huge minefields and serious damage to the giant building that protects the reactor ruins. however the scientists who work there see its potential. “The Chernobyl zone is a unique place for researchers,” says radioecologist Sergiy Obrizan. Agricultural radiologist Katerina Shavanova agrees. “You need to understand our experience and use it. You can practice here. We can use it for something good.”

New Scientist | 16 minutes of reading

Sandalwood, vanilla, lavender – just the names of these plants remind of their unique smells. but they, along with countless others, are threatened by climate change. Another is frankincense, an example of a scent with deep cultural value. “It’s not just a smell, it’s 3,000 years of history that we’re losing,” says Cecilia Bembibre, a scent preservation researcher. Meanwhile, “increased pollution, increased ozone, etc. actually cause damage to the peripheral olfactory system and our ability to smell,” says cognitive neuroscientist Rachel Hertz.

Smithsonian Magazine | 11 minutes of reading

Quote of the day

Lucia Jacobs, a psychologist specializing in olfaction, says that the senses are not given enough credit for their contribution to our health and well-being. (Smithsonian Magazine | 11 minutes of reading)

Today I wonder which animal I would choose to represent me. I could play it safe with the usual mascot options like a lion, tiger, or bear (oh my!). Or, like the US state of Maryland, I can choose an epic, missing killer. Ratification Bill the megalodon (Otodus megalodon) as the official state shark currently working its way through the Maryland government.

Send Briefing mascot suggestions—along with your feedback on this newsletter—to briefing@nature.com.

Thanks for reading,

Jacob Smith, Associate Editor, Nature Briefing

Starring Flora Graham

Nature Briefing: Careers — insights, tips and award-winning journalism to help you optimize your professional life

Nature Briefing: Microbiology — the most abundant living things on our planet — microorganisms — and the role they play in health, the environment and food systems

Nature Briefing: Anthropocene — climate change, biodiversity, sustainability and geoengineering

Nature Briefing: AI and Robotics — 100% written by humans, of course

Nature Briefing: Cancer — a weekly newsletter written with cancer researchers in mind

Nature Briefing: Translational Research — covers biotechnology, drug discovery and pharmacy



Source link

Leave a Reply

Your email address will not be published. Required fields are marked *