The AI revolution is running out of data. What can researchers do?

00:46 2D metals made using sapphire pressTaking inspiration from industrial forging, researchers have demonstrated a way to squeeze molten metals into atomically-thin layers, creating relatively large flakes of 2D metals. Using a hydraulic press containing two sapphire anvils, a team was able to create sub-nanometer thick sheets of different metals — these sheets had diameters exceeding 0.1 mm, orders of magnitude larger than other methods have achieved. 2D metals have been theorized to possess several useful properties not seen in their larger, 3D counterparts, but have been difficult to make at scale, something this method may help overcome.Research Article: Zhao et al.News and Views: Metals squeezed to thickness of just two atoms09:36 Research HighlightsThe discovery of ancient puppets on remains of a large pyramid offers a glimpse into rituals in Mesoamerica, and how the presence of a certain pattern of sleep brainwaves might help predict which people will recover from an unresponsive state.Research Highlight: Ancient puppets that smile or scowl hint at shared ritualsResearch Highlight: Who’s likely to wake up from a coma? Brainwaves provide a clue12:17 The virology lessons learnt from the COVID pandemicSARS-CoV-2, the virus responsible for the COVID-19 pandemic, has become one of the most closely examined viruses on the planet. In the five years since the pandemic, over 150,000 articles have been written about it, and 17 million genome sequences have been generated. We discuss the lessons virologists have learnt from this intense study of a single organism, and how these might help the world prepare for future pandemics.News Feature: Four ways COVID changed virology: lessons from the most sequenced virus of all time23:36 Briefing ChatHow an AI alert-system could help researchers train their telescopes on a neutron star collision, and how expiration dates on plastic food-waste helped biologists age birds’ nests.Nature: How AI could let us watch epic star collisions in real timeScience: Plastic waste in bird nests can act like a tiny time capsuleSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

00:46 Ancient humans made bone tools 1.5 million years agoA 1.5-million-year-old cache of animal-bone tools reveals that ancient humans systematically crafted with this material much earlier than previously thought. Researchers uncovered 27 bone artefacts in Tanzania honed into sharp tools almost 40 cm long. This discovery pushes back the dedicated manufacture of bone tools by around a million years and could have helped these early humans develop new kinds of technology. “This raises a lot of interesting questions,” says study author Ignacio de la Torre.Research Article: de la Torre et al.09:11 Research HighlightsCane toads’ remarkable homing abilities, and evidence that the block of rock that makes up southern Tibet originated in what is now Australia.Research Highlight: Take me home, country toadsResearch Highlight: Lhasa′s rocks reveal an Australian birthplace11:45 A trove of antibacterial molecules hidden in human proteinsTo help protect against infection, cells in the body will selectively cut proteins to produce molecules known as antimicrobial peptides, according to new research. A team has found that many potential peptides appear to be locked up within proteins — to get them out, cells shift the activity of a waste-disposal system called the proteasome, known for its role in protein degradation and recycling. In tests, one of these peptides showed efficacy at protecting mice from infection, indicating that these molecules could one day have therapeutic potential.Research Article: Goldberg et al.News and Views: Protein waste turned into antibiotics as a defence strategy of human cells21:08 Briefing ChatAn update on two missions heading to the Moon to look for water, and why fears that a crucial ocean-current system will collapse in the face of climate change may be incorrect.Nature: Meet the ice-hunting robots headed for the Moon right nowNature: Iconic ocean-current system is safe from climate collapse ― for nowSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

Over the past two decades, research has emerged showing that opportunities for risky play are crucial for children's healthy physical, mental and emotional development. However, because play is inherently free-form it has been difficult to study. Now, scientists are using innovative approaches, including virtual reality, to probe the benefits of risky play, and how best to promote it.This is an audio version of our Feature: Why kids need to take more risks — science reveals the benefits of wild, free play Hosted on Acast. See acast.com/privacy for more information.

00:47 A ‘smart’ way to quickly detect cardiac arrestGoogle researchers have developed an AI for a smartwatch that will call for help if its wearer is having a cardiac arrest. Trained, in part, on data gained when patients had their hearts deliberately stopped during a medical procedure, the team’s machine learning algorithm can automatically detect the telltale signs of cardiac arrest. The team think this system could save lives, although more testing is required. "Our hope is that as these capabilities expand it provides a new way to keep people safer,” says Jake Sunshine, one of the researchers behind the study.Research Article: Shah et al.09:15 Research HighlightsEvidence that a low dose of yellow fever vaccine might be enough to provide lasting immunity, and the odd umbrella-shaped tree fossil that suggests that early plants may have been more complex than previously thought.Research Article: Kimathi et al.Research Article: Gastaldo et al.11:10 Briefing ChatMicrosoft’s new AI that helps create video game ‘worlds’, and why dogs blink more when other dogs do the same.Nature: Microsoft builds AI that creates ‘impressive’ video-game worldsScience: Dogs, like people, may use blinking to bondSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

01:14 A simple switch to reduce racist ratingsA study of almost 70,000 ratings showed that racial discrimination could be eliminated from an online platform by switching from a five-star rating system to a thumbs up or down. The platform connected customers to workers who performed home repair jobs, and prior to the shift people categorised by the study authors as ‘non-white’ had lower ratings and got paid less than their white counterparts. Through follow up studies the authors also showed that the five-star system allowed people to impart their personal opinions, whereas a thumbs up or down just focused them on whether a job was good or bad. The team hopes this could be an easy-to-implement shift to tackle racial discrimination.Research Article: Botelho et al.News and Views: Racial bias eliminated when ratings switch from five stars to thumbs up or down11:24 Research HighlightsExperimental evidence that cockatoos like flavouring their food, and the harsh climate of sixteenth century Transylvania.Research Highlight: Gourmet cockatoos like to fancy up their foodResearch Highlight: Transylvanian diaries reveal centuries-old climate extremes14:05 An analysis of retraction hotspotsA Nature investigation has revealed where the most retractions come from, with hospitals in China and institutions in India and Pakistan topping the list. Retractions are a normal part of science and may be a sign of necessary scrutiny, but they can also signal misconduct and use of paper mills. Features Editor Richard Van Noorden joins us to discuss what this means for science and tackling sloppy research.Nature: Exclusive: These universities have the most retracted scientific articles22:43 Briefing ChatLayoffs in the US’s Environmental Protection Agency, reactions to the DEI purge at NASA, and what RFK Jr.’s role as secretary of Health and Human Services could mean for health research.Nature: ‘Targeted and belittled’: scientists at US environmental agency speak out as layoffs beginNature: NASA embraced diversity. Trump’s DEI purge is hitting space scientists hardNature: Vaccine sceptic RFK Jr is now a powerful force in US science: what will he do?Subscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

In this episode:00:45 An elusive, cosmic neutrino with a record-breaking energyAn enormous array of detectors, deep under the Mediterranean Sea, has captured evidence of the highest-energy neutrino particle ever recorded, although researchers aren’t sure exactly where in the cosmos it originated. Calculations revealed this particle had over 30 times the energy of previously detected neutrinos. The team hopes that further study and future detections will help reveal the secrets of high-energy phenomena like supernovae.Research Article: The KM3NeT Collaboration11:34 Research HighlightsHow bonobos adjust their communication to account for what other individuals know, and the discovery of a huge collection of beads adorning the attire of the powerful Copper Age women in Spain.Research Highlight: Bonobos know when you’re in the know ― and when you’re notResearch Highlight: Record-setting trove of buried beads speaks to power of ancient women14:15 US judge puts NIH grant cuts on holdA judge has blocked a policy that would have slashed billions of dollars of funding for US research institutions, which come as part of President Donald Trump’s controversial crackdown on government spending. We discuss the reasoning behind the proposed cuts and the impacts they may have if enacted. We also look at the effects that President Trump’s executive orders targeting diversity, equity and inclusion (DEI) policies and funding are having across the US.Nature: ‘Devastating’ cuts to NIH grants by Trump’s team put on hold by US judgeNature: Have Trump’s anti-DEI orders hit private funders? HHMI halts inclusive science programmeNature: Scientists globally are racing to save vital health databases taken down amid Trump chaos25:50 Briefing ChatWhy the latest odds on asteroid 2024 YR4’s chance of impacting Earth are so hard to calculate, and how the latest version of DeepMind's AlphaGeometry AI has reached the gold-medal level in geometry.New York Times: Why the Odds of an Asteroid Striking Earth in 2032 Keep Going Up (and Down)Nature: DeepMind AI crushes tough maths problems on par with top human solversSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

In episode 2 of 'What's in a name' we look how choosing names can help, or hinder, attempts to communicate important messages.Categorizing things is central to science. And there are dozens of systems scientists have created to name everything from the trenches on the sea bed to the stars in the sky.But names have consequences. In our series What’s in a name we explore naming in science and how names impact the world — whether the system of naming species remains in step with society, how the names of diseases can create stigma, or even how the names of scientific concepts can drive the direction of research itself.In episode two, we're looking at how the names chosen by scientists help, or hinder, communication with the public.Well chosen names can quickly convey scientific concepts or health messages — in emergency situations they can even save lives. We'll hear how the systems of naming tropical storms and Covid-19 variants came to be, and how they took different approaches to achieve the same outcome.We'll also consider the language used to talk about climate change, and how the ways of describing it have been used to deliberately introduce uncertainty and confusion.Listen to the first episode Should offensive species names be changed? The organisms that honour dictators, racists and criminalsFor a list of sources please visit the the episode's webpageMusic creditsPremiumaudio/Pond5Richard Smithson/Triple Scoop Music/Getty Images Hosted on Acast. See acast.com/privacy for more information.

In this episode:00:45 How arithmetic skills don’t transfer between applied and academic environmentsMathematics skills learnt in real-world situations may not translate to the classroom and vice versa, according to a new study. A team surveyed children in India who work in markets, to see whether the skills they learnt there transferred to the classroom. While proficient at solving market-based arithmetic problems, they struggled to solve problems typically used in schools. The reverse was seen for children enrolled in schools with no market-selling experience. The authors hope this finding could help adjust teaching curricula and bridge the gap between intuitive and formal maths.Research Article: Banerjee et al.12:38 Research HighlightsWolverine populations rebound in Sweden and Norway, and why wobbly arrows launch faster than rigid ones.Research Highlight: Who’s the new furry neighbour? It might be a wolverineResearch Highlight: How a wobbly arrow can achieve superpropulsion14:59 The unexpected movements seen in super-dense crowdsA study has revealed that when packed crowds reach a certain density, large groups of people suddenly start to move in circular patterns — a finding that could be used to identify dangerous overcrowding. By assessing footage of the densely-packed San Fermín festival, a team observed this spontaneous phenomenon, and modelled the physics underlying it. Studying the movements of giant crowds has been difficult, and the team hope this work could help event organisers to identify and respond to situations where people could get hurt.Research Article: Gu et al.News and Views: Crowds start to spin when their densities hit a thresholdSound effects:Crowd Cheering - Ambience by GregorQuendel via CC BY 4.0Cupinzano sounds by Europa Press - Footage News via Getty Images24:00 Briefing ChatAn update on the US National Science Foundation’s scrutinizing of grants to comply with President Trump’s directives, and why scratching an itch may have unexpected antibacterial properties.Nature: Exclusive: how NSF is scouring research grants for violations of Trump’s ordersNature: Why it feels good to scratch that itch: the immune benefits of scratchingSubscribe to Nature Briefing, an unmissable daily round-up of science news, opinion and analysis free in your inbox every weekday. Hosted on Acast. See acast.com/privacy for more information.

The explosive improvement in artificial intelligence (AI) technology has largely been driven by making neural networks bigger and training them on more data. But experts suggest that the developers of these systems may soon run out of data to train their models. As a result, teams are taking new approaches, such as searching for other unconventional data sources, or generating new data to train their AIs.This is an audio version of our Feature: The AI revolution is running out of data. What can researchers do? Hosted on Acast. See acast.com/privacy for more information.

In this episode:00:46 Evidence of ancient brine reveals Bennu’s watery pastAnalysis of samples taken from the asteroid Bennu reveal the presence of organic compounds important for life, and that its parent asteroid likely contained salty, subsurface water. Collected by NASA’s OSIRIS-REx mission, these rocks and dust particles give insights into the chemistry of the early Solar System, and suggest that brines may have been an important place where pre-biotic molecules were formed. As brines are found throughout the Solar System, this finding raises questions about whether similar molecules will be found in places like Jupiter’s moon Europa.Research Article: McCoy et al.Research Article: Glavin et al.News: Asteroid fragments upend theory of how life on Earth bloomed14:22 Research HighlightsHow seaweed farms could capture carbon, and why chimps follow each other to the bathroom.Research Highlight: Seaweed farms dish up climate benefitsResearch Highlight: All together now: chimps engage in contagious peeing16:31 How maize may have supported a civilizationResearchers have found evidence of intensive maize agriculture that could help explain how a mysterious South American society produced enough food to fuel a labour-force big enough to build enormous earth structures. It appears that the Casarabe people, who lived in the Amazon Basin around 500-1400 AD, restructured the landscape to create water conserving infrastructure that allowed for year-round production of maize. While this work provides new insights into how the Casarabe may have established a complex monument-building culture, these people vanished around 600 years ago, and many questions remain about their lives.Research Article: Lombardo et al.Research Article: Hermenegildo et al.25:52 DeepSeek R1 wows scientistsA new AI model from a Chinese company, DeepSeek, rivals the abilities of OpenAI’s o1 — a state-of-the art ‘reasoning’ model — at a fraction of the cost. The release of DeepSeek has thrilled researchers, asked questions about American AI dominance in the area, and spooked stock markets. We discuss why this large language model has sent shockwaves around the world and what it means for the future of AI.News: China’s cheap, open AI model DeepSeek thrills scientists Hosted on Acast. See acast.com/privacy for more information.