Quirky backyard sprinklers helped scientists solve a decades-old mystery about how flowing water makes objects spin. Every summer, lawns across the country come alive with “silly sprinklers,” colorful devices with looping and spiraling tubes that send water spraying in unexpected patterns. Although they may look like simple backyard toys, mathematicians have now used their unusual [...]As AI reshapes the way we communicate, researchers at Texas A&M University are developing an artificial intelligence-powered platform that could transform care for children with autism and older adults living with dementia. The technology learns each person’s unique communication style, behaviors, and preferences, enabling increasingly personalized support for caregivers, therapists, and families over time.
Called VoiceLove, it is one of three projects being developed with support from the Advanced Research Projects Agency for Health (ARPA-H).
At the core of the system is an AI engine that analyzes both speech and nonverbal behaviors documented through short videos recorded by caregivers or therapists during daily communications and interactions. Rather than comparing participants against a general model, the platform focuses on understanding each person’s individual patterns and communication style.
“Every child with autism is unique, and effective support should reflect that,” he said. “Our project leverages artificial intelligence to understand each child’s individual behaviors, communication styles, and preferences. The goal is to deliver personalized recommendations that help families, educators, and clinicians work together more effectively, enabling more responsive, data-driven care and improving the health and well-being of children with autism,” says Dr. Junhyoung Kim, associate professor in the School of Public Health, one of the principal investigators on the project, in a statement.
The AI system was created to identify behavioral patterns in communication, interests, and responses across different situations. Based on its observations, the program provides personalized recommendations that could help therapists or caregivers create individualized intervention plans.
“The key innovation behind this platform is its ability to understand each child individually and learn their unique preferences, needs, communication styles, and strengths to deliver personalized recommendations,” Kim said. “For people living with dementia, the platform is designed to enhance person-centered care by helping residents communicate their needs, preferences, and daily experiences more effectively.”
Researchers say the technology could support a wide range of developmental goals, including improving communication skills, encouraging self-care, strengthening social engagement, and enhancing a person’s quality of life.
The same personalized approach could also benefit people living with dementia, where communication challenges often make it difficult for individuals to express their needs and wants.
“Our vision is to create an AI platform that continuously learns from each child’s daily experiences,” Kim said. “As the system identifies patterns in behaviors, preferences, and responses to different activities, it can provide therapists and caregivers with personalized recommendations that evolve over time.”
“This adaptive approach helps explain why certain behaviors occur and supports more individualized, proactive care,” Kim added.
VoiceLove is designed to keep learning. As caregivers continue using the app, the AI analyzes new interactions while also incorporating caregiver observations, experiences, and responses to daily prompts.
The research team plans to begin with a small pilot study involving children with autism and older adults living with dementia after receiving Institutional Review Board approval.
Participants will use the platform for approximately one month while researchers evaluate its usability, feasibility, and overall user experience, and from there, insights derived from the pilot will help to inform a larger-scale study at some point in the future.
Chrissy Newton is a PR professional and the founder of VOCAB Communications. She currently appears on The Discovery Channel and Max and hosts the Rebelliously Curious podcast, which can be found on YouTube and on all audio podcast streaming platforms. Follow her on X: @ChrissyNewton, Instagram: @BeingChrissyNewton, and chrissynewton.com. To contact Chrissy with a story, please email chrissy @ thedebrief.org.
Quantum materials could transform technologies ranging from powerful computers and highly secure communications to advanced energy systems, but one major obstacle has long stood in the way. Most quantum materials reveal their unusual properties only when chilled to temperatures near absolute zero. At room temperature, continual atomic vibrations caused by heat can overpower the fragile [...]
Robots slithered like snakes into the rubble of collapsed buildings to search for trapped survivors in the aftermath of Venezuela’s double earthquake disaster.
The so-called snake robots represented a unique technological aid for international search and rescue efforts following two earthquakes that struck Venezuela on June 24, killing more than 5,000 people and leaving behind 16,740 injured. Rescuers from around the world used trained dogs, seismic and acoustic listening devices, video cameras on sticks, or thermal imaging cameras to search for signs of survivors—but the snakebots equipped with a video camera could squeeze through tight spaces to search deep within fallen building debris.
“The reason why snake robots are useful is they can get into tightly packed volumes that machinery and people otherwise cannot, and that's important in search and rescue because we were able to extend the visual reach of the rescue workers in a safe way,” Howie Choset, head of the Biorobotics Lab at Carnegie Mellon University in Pittsburgh, told Ars. “In a sense, you're doing minimally invasive surgery on a structure with a snake robot.”
© Carnegie Mellon University
Robots slithered like snakes into the rubble of collapsed buildings to search for trapped survivors in the aftermath of Venezuela’s double earthquake disaster.
The so-called snake robots represented a unique technological aid for international search and rescue efforts following two earthquakes that struck Venezuela on June 24, killing more than 5,000 people and leaving behind 16,740 injured. Rescuers from around the world used trained dogs, seismic and acoustic listening devices, video cameras on sticks, or thermal imaging cameras to search for signs of survivors—but the snakebots equipped with a video camera could squeeze through tight spaces to search deep within fallen building debris.
“The reason why snake robots are useful is they can get into tightly packed volumes that machinery and people otherwise cannot, and that's important in search and rescue because we were able to extend the visual reach of the rescue workers in a safe way,” Howie Choset, head of the Biorobotics Lab at Carnegie Mellon University in Pittsburgh, told Ars. “In a sense, you're doing minimally invasive surgery on a structure with a snake robot.”
© Carnegie Mellon University
Water and spice influenced eating in opposite and unexpected ways during controlled meal experiments. A glass of water beside a meal is often treated as an easy way to eat less. The usual explanation is that the water stretches the stomach and creates a sense of fullness before too much food is consumed. A Cornell [...]Scientists have identified an accelerator that produces the highest-energy protons in our galaxy, a finding that could clarify the nature of the fast-moving particles filling the space between stars. Across the Milky Way, charged particles race through space with energies beyond the reach of even the most powerful accelerators built on Earth. Known as cosmic [...]Archaeologists from the Israeli Antiquities Authority and Tel Aviv University, conducting excavations in the City of David, have unearthed massive wooden beams burned during the destruction of the First Temple in 586 BCE.
The research team behind the discovery notes that the huge wooden support beams, which were surprisingly well preserved for ancient wood structures, allow for much more precise dating of the site. The researchers also highlight the apparently deliberate efforts by the city’s rebuilders to leave the ruins in place for future generations to witness.
According to a statement emailed to The Debrief, the ancient, charred wooden beams discovered within the Jerusalem Walls National Park were relics from a collapsed building destroyed by “the intense fire of the First Temple’s destruction” over 2,600 years ago.
“The beams appear to have served as the roof of an inner courtyard in a building from the First Temple period,” explained Excavation Director Efrat Bocher.
Although not unprecedented, the team said that finding intact wood relics of this advanced age is rare, since organic materials like wood typically break down over such extended time periods. In this case, they suggest that the surprisingly intact beams were likely preserved by melting plaster, “sealing the burnt wood beneath.”
“During the destruction, they collapsed onto the floor,” Director Bocher explained. “We believe that the plaster cladding of the building’s walls, melted by the fire, covered the charred wooden beams, and ultimately enabled their exceptional preservation.”
When discussing the historic and scientific value of the discovery, Dr. Johanna Regev of the Israel Antiquities Authority, who studied the wooden beams up close, noted the exceptional rarity of finding ancient wood with “such a large number” of visible growth rings.
“Here, in the City of David, we found thick beams with many rings, offering significant research potential,” Dr. Regev said.
For example, the researcher explains, more growth rings help scientists date sites and materials with increased precision and “higher dating resolution.”
“Until now, we could date finds within a range of hundreds of years,” Dr. Regev explained. “Now we can attain much greater precision, narrowing the dating range down to as little as ten years.”
While the historic site was witness to a tragic destruction, the research team said returning residents beginning to rebuild the city appear to have intentionally left the remains untouched for future generations to see.
“[They] probably made a deliberate decision to preserve the memory of the destruction by leaving behind remains that tell the story of the catastrophe,” the team explained.
Dr. Yiftah Shalev, who directs the excavation on behalf of the Israel Antiquities Authority alongside Prof. Yuval Gadot of Tel Aviv University, said the idea of a landscape of memory is “familiar from many cultures around the world.”
“Preserving memory is a human need, seeking to preserve what once existed,” Dr. Shalev explained. “Here we see it in its clearest form: a deliberate choice to leave ruins in place as a testament to the destruction and build the new layer over them.”
On a more personal note, Director Bocher noted the serendipitous timing of the discovery “just before Tisha B’Av.” According to Hillel.org, the holiday, which is recognized as the saddest day on the Jewish calendar, “is a day of mourning for tragedies across Jewish history, most particularly the destruction and loss of the first and second Temple and Jerusalem.”
“This discovery makes you feel that you are witnessing the very moment of destruction, the moment when it all happened,” the researcher concluded, adding that “it’s deeply moving.”
Christopher Plain is a Science Fiction and Fantasy novelist and has spent the last six years as Associate News Editor and Head Science Writer at The Debrief. Follow and connect with him on X, learn about his books at plainfiction.com, or email him at christopher@thedebrief.org
New analysis of microscopic plant remains collected from ashy pits within Cloggs Cave on Australian Aboriginal nation land confirms that local ancient inhabitants burned chosen grasses for magic and spiritual rituals dating back 25,000 years before present.
The research team behind the new analysis said the evidence also suggests that the ancient cave has been in continuous use throughout the entire timespan, offering scientists a rare glimpse into the magic and spiritual beliefs of Australia’s ancient inhabitants.
According to a statement announcing the ‘magical’ discovery, 19th-century ethnographic reports recorded a network of caves in Gippsland and the Southern Victorian Alps. Those same reports also noted that local oral traditions suggested that the caves were used by powerful women and men called “mulla-mullung” and other spiritual practitioners for magic, healing, and “cursing” rituals.
Previous archaeological expeditions determined that these caves, including the study site at Cloggs Cave, were occupied throughout the past 25,000 years. However, little direct evidence has been provided to support the oral traditions of magic and healing taking place within the caves.
Instead of cave art or other magical relics that may not have survived the passage of time, the research team, led by Dr Elle Grono, School of Culture, History and Language, ANU College of Asia and the Pacific, Australian National University, Canberra, Australia, focused on phytoliths, which are microscopic silica bodies from plants recovered from Cloggs Cave. To gain insight into the potential uses of Cloggs Cave, the studied phytoliths were recovered from its buried deposits.
When detailing the process, Dr. Grono said that phytoliths have the advantage of mostly accumulating where a plant decays. Conversely, plant pollen can be dispersed by winds or insects, diminishing some of their historic site value. This difference is critical, Grono said, because phytoliths found inside Cloggs Cave must have come from humans or other animals bringing them inside.
“No plants grow inside the cave due to a lack of light, so the phytoliths must have been carried in by people or by animals such as possums on their fur or through their scats,” the team leader explained.
To determine the taxonomic groups of the thousands of recovered phytoliths, the team examined the samples under a microscope. To ensure the samples were from plants brought into the cave by humans and not animals, the team used specimens collected from one pit that was 1.5 meters deep and a second that was 2.3 meters deep.
Grono said the team also exclusively studied half-burnt phytoliths from “ashy” layers within the pits. The researcher noted that this extra selection criterion also helps ensure the samples came from samples brought into the caves by humans, “as unburnt ones might have arrived through either means.”
The top layer of the two pits consisted of 73 thin, ashy layers of burnt plant material. When the research team performed optically stimulated luminescence and carbon dating tests to establish when the material was laid down, the latter via accelerator mass spectrometry, the results placed the deposition of the material between 4,400 and 1,600 years ago.
When searching through the ashy pits, the team found a 28-cm-high “standing” stone. They note that subsequent analysis showed that the stone was likely erected in Cobbs Cave “by Old Ancestors for ritual purposes around 2,000 years ago.”
When the analysis was complete, the team had identified 29 different phytolith types representing a wide range of plants. This included woody plants, herbs, and grasses.
The team determined that as much as 97% of the burnt matter came from grass. This included disparate species, such as grasses that prefer temperate or cooler climates and grasses that prefer warm and humid conditions to thrive, deposited in the same ash layer.
“Here we show that the Old Ancestors selected whole grasses from the wider landscape and carried them into Cloggs Cave to spread out in thin layers and burn,” Dr. Grono said. “Over time, sediments covered these burnt layers, preserving each layer on top of another over thousands of years.”
The researchers said the taxonomic analysis revealed that the “Old Ancestors” were selective of which grass types they brought into the cave and which ones they omitted. For example, they avoided what the team noted were “diverse species” of grasses still plentiful in nearby riparian forest and open woodland before European settlement.
“The phytoliths found at Cloggs Cave were from different parts of grass plants such as stems, leaves, flowers, and roots, indicating that whole grasses were brought in, including the inedible parts,” Grono explained.
Although there is no direct record of the reason the ancient people selected and burned grass inside of Cobbs Cave, dating back thousands of years, Professor Bruno David from Monash University, who co-led the excavations with GunaiKurnai Land and Waters Corporation, said the behavior is “consistent with GunaiKurnai traditional practices of using ash to perform magic and rituals.” Professor David also noted the practice could allow the participants to track the footsteps of anyone entering the cave, “including spirit beings.”
The team also found macro-botanical evidence, including fat-smeared trimmed wooden sticks from Casuarina trees, in deeper and older pit deposits. Professor David said this discovery suggests that “other kinds of rituals using woody plants” were also performed in Cobbs Cave.
When discussing the historical significance of the discovery, the researchers said that finding partially or completely burned phytoliths “throughout the dated deposits” suggests that humans intentionally brought selected plants and grasses into the cave and burned them “over the entire timespan of the past 25,000 years.”
The study “Phytoliths from Cloggs Cave, GunaiKurnai Country (southeastern Australia) reveal the gathering of whole grasses for burning practices inside the cave” was published in Frontiers in Environmental Archaeology.
Christopher Plain is a Science Fiction and Fantasy novelist and has spent the last six years as Associate News Editor and Head Science Writer at The Debrief. Follow and connect with him on X, learn about his books at plainfiction.com, or email him at christopher@thedebrief.org
Researchers have revealed a microscopic engine that can convert heat into useful work while operating at temperatures only fractions of a degree above absolute zero.
Tinier than a single grain of sand, the machine marks the first demonstration of what researchers call a cyclic quantum heat engine composed of superconducting circuits, the technology behind modern quantum computers.
The findings, led by Academy Professor Mikko Möttönen, were published in Nature Communications.
The tiny device, developed by researchers at Aalto University in Finland, relies on a single superconducting qubit, which represents the quantum world equivalent of a classical computer bit.
By heating, cooling, and extracting energy through quantum variations of the cycles that provide power to conventional engines by thermodynamic means, researchers say the machine’s demonstration of producing energy, while extremely small, marks a breakthrough that could one day allow for the simplification of much larger-scale quantum computers.
A flux-tunable transmon qubit—one of the most common building blocks of superconducting quantum processors—lies at the heart of the innovation. But as opposed to relying on separate hot and cold reservoirs, the Möttönen and the Aalto University research team used a single quantum circuit refrigerator capable of performing both roles.
The team guided the system through a sort of quantum version of what is known as an Otto cycle (the same essential process most gasoline engines employ) by leveraging precise control of the refrigerator and the qubit’s energy levels.
“In our experiment, we built a nanofabricated heat engine using superconducting circuits and operated it in a cryostat near absolute zero,” said lead author Tuomas Uusnäkki. “At its heart is a transmon qubit, one of the basic building blocks of modern quantum technologies.”
The team also used repeated single-shot measurements to track the qubit, observing as it completed several engine cycles. This helped them calculate precisely how much heat was absorbed, as well as the amount of work produced, and the machine’s overall efficiency.
The results, they say, closely matched theoretical predictions, and now help to confirm that the device functioned as a genuine cyclic quantum heat engine.
Although this is not the first quantum heat engine, and previous demonstrations have been achieved using trapped ions, ultracold atoms, and other quantum systems, the Aalto team says this is the first that operates using superconducting circuits, which could present new possibilities for the future of quantum computing.
As quantum computers grow, such technologies could be especially helpful, since today’s superconducting processors rely on extensive networks of microwave cables connecting room-temperature electronics with processors that operate near absolute zero—the lowest temperature theoretically attainable.
These networks of cabling not only take up space, but also add to costs, while adding to the overall heat and electrical noise in systems that can also introduce interference affecting fragile quantum states.
With future refinements of their technology, the Aalto team hopes versions of their tiny engine may be able to perform control functions directly within cryogenic quantum processors, thereby reducing the need for external wiring altogether.
“Finland’s Quantum Technology Strategy envisions a quantum computer with one thousand logical qubits by 2035, which probably means hundreds of thousands of physical qubits,” Möttönen said in a statement, describing future large-scale quantum computers.
“Doing that with current technology requires millions of microwave cables costing thousands of euros each,” he added.
“The cables also introduce noise into the system,” Möttönen said. “Using autonomous devices instead would mostly eliminate the need for those cables.”
The team’s recent study, “Initial demonstration of a quantum heat engine based on dissipation-engineered superconducting circuits,” appeared in Nature Communications.
Micah Hanks is the Editor-in-Chief and Co-Founder of The Debrief. A longtime reporter on science, defense, and technology with a focus on space and astronomy, he can be reached at micah@thedebrief.org. Follow him on X @MicahHanks, and at micahhanks.com.
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