MIT researchers have developed a new technique “that could allow most large language models (LLMs) like ChatGPT to retain memory and boost performance,” reports Tony Ho Tran for the Daily Beast. “The process is called StreamingLLM and it allows for chatbots to perform optimally even after a conversation goes on for more than 4 million words,” explains Tran.
Gizmodo reporter Isaac Schultz writes that MIT scientists have captured images of heat moving through a superfluid, a phenomenon that “may explain how heat moves through certain rare materials on Earth and deep in space.” Schultz notes that the researchers believe their examination of heat flow in a superfluid “can be used to determine heat flow in high-temperature superconductors, or even in neutron stars, the roiling, ultra-dense relics of ordinary stars.”
For the first time, MIT physicists have successfully imaged how heat travels in a superfluid, known as a “second sound,” reports Darren Orf for Popular Mechanics. “While exotic superfluids may not fill up our lives (yet),” writes Orf, “understanding the properties of second wave movement could help questions regarding high-temperature superconductors (again, still at very low temperatures) or the messy physics that lie at the heart of neutron stars.”
Axios reporter Courtenay Brown spotlights a new report by researchers from MIT and the Brookings Institute that finds poorer counties in the U.S. with lower employment rates have, “attracted a large share of the hundreds of billions of dollars allocated for clean energy projects, semiconductor mega-factories and more.” Brian Deese, an Innovation Fellow at MIT, explains that: “Distressed communities are attracting new clean energy and semiconductor investment at roughly twice the rate of traditional private investment. If this trend continues, it has the potential to change the economic geography of the country and create economic opportunity in parts of this country that too many people have written off in the past.”
Researchers at MIT and elsewhere have estimated that the use of algorithms in public domains may provide “real value to the public while also saving the government money,” reports Kevin Lewis for The Boston Globe. The researchers suggest algorithms “that target workplace safety inspections, decide whether to refer patients for medical testing, and suggest whether to assign remedial coursework to college students,” have had similar impacts as those in public domains.
Physics World reporter Tim Wogan spotlights how MIT physicists have developed a new technique for measuring the temperature of “second sound,” the movement of heat through a superfluid. “The work could help model a variety of scientifically interesting and poorly understood systems, including high temperature superconductors and neutron stars,” Wogan explains.
Reuters reporter Timothy Appell spotlights a new study by researchers from MIT and the Brookings Institution that finds, “a surge of factory building fueled by Biden administration investments in ‘strategic sectors’ such as clean energy and semiconductors has so far flowed disproportionately to U.S. counties with relatively distressed economies and notably has not tracked ‘Democratic geography.’”
Prof. Xuanhe Zhao speaks with Amerigo Allegretto of AuntMinnie.com about his work developing a new ultrasound sticker that can measure the stiffness of internal organs and could one day be used for early detection and diagnosis of disease. “Due to the huge potential of measuring the rigidity of deep internal organs, we believe we can use this to monitor organ health,” Zhao explains.
MIT has been named to the number two spot in Times Higher Education’s world reputation rankings, reports Times Higher Education. MIT is “dedicated to the teaching of science and technology. The sheer number of Nobel laureates affiliated with the institution – an impressive 101 – reveals the caliber of MIT graduates,” Times Higher Education notes. “Scientific discoveries and technological advances to come out of the college include the first chemical synthesis of penicillin, the development of radar, the discovery of quarks and the invention of magnetic core memory, which aided the development of digital computers.”
MIT researchers have developed new technology that allows vaccines to be directly inserted into the lymph nodes to target two of the most common mutations in the KRAS gene, which cause roughly one third of all cancers, reports Jaimie Seaton for Scientific American. “The team modified the small vaccine components to include a fatty acid, which enables the vaccine to effectively hitch a ride on albumin, a common protein found throughout the body,” explains Seaton. “Albumin serves as a molecular shuttle bus, with pockets on its surface where fatty acids can bind to it.”
Prof. Erin Kara speaks with Quanta Magazine reporter Michael Greshko about her career as an observational astrophysicist and her work to better understand how black holes behave and reshape galaxies across the universe. “The thing that really got me excited about pursuing astronomy was the discovery aspect: It was just super thrilling to be the first person to look at light that was released from around a black hole a billion years ago,” says Kara.
Sublime Systems, an MIT startup, is developing new technology to fully decarbonize the cement manufacturing process, reports Adele Peters for Fast Company. “Instead of using heat to break down rocks for cement, the startup uses chemistry to dissolve them, and then blends the components back together into what it calls ‘Sublime Cement,’” explains Peters. “The process can replace limestone with other minerals, including rocks found at high volumes in industrial waste, so it’s also possible to eliminate the emissions from limestone.”
Writing for Financial Times, economist Ann Harrison spotlights research by Prof. Daron Acemoglu, Pascual Restrepo PhD '16 and Prof. David Autor, that explores the impact of automation on jobs in the United States. Acemoglu and Restrepo have “calculated that each additional robot in the US eliminates 3.3 workers” and that “most of the increase in inequality is due to workers who perform routine tasks being hit by automation,” writes Harrison.
Prof. Arnold Barnett speaks with CNN reporter Jacopo Prisco about his forthcoming study examining the safety of air travel. “The main takeaway is that in the period between 2018 and 2022, the worldwide death risk per boarding was one in 13.4 million,” writes Prisco. “That means that if you picked a flight completely at random and just took it, your chance of dying in a plane crash or a terrorist act was about one in 13 million.”
A study by MIT researchers has uncovered an, “intricate relationship between jobs and the nation’s energy transition,” reports Kaleigh Harrison for Environment + Energy Leader. The study, “presents an unprecedented county-level examination of the U.S., identifying regions most intertwined with fossil fuels – ranging from intensive drilling and mining operations to heavy manufacturing sectors,” writes Harrison. “The findings underscore not only the expected impact on traditional energy bastions but also highlight the broader, often overlooked, implications for areas heavily invested in manufacturing.”