Lifeboat Foundation: Safeguarding Humanity
Toggle light / dark theme

Blog

Category: sustainability

Inspired by the brain, researchers build smarter and more efficient computer hardware

As traditional computer chips reach their physical limits and artificial intelligence demands more energy than ever, University of Missouri researchers are rethinking how computers work by taking cues from the human brain. The timing is critical. Energy use from AI data centers is projected to double by the end of the decade, raising urgent questions about sustainability.

The solution may lie in neuromorphic computing, an approach that reimagines computer hardware to process information more like biological neural networks rather than conventional chips.

“One of the brain’s greatest advantages is its efficiency,” Suchi Guha, a professor of physics in Mizzou’s College of Arts and Science, said. “It performs incredibly complex tasks using about 20 watts of power—roughly the same as an old light bulb. By comparison, today’s computer architecture is extremely energy-intensive.”

Harmless viruses trap Salmonella on flexible polymer in portable microfluidic sensor

Researchers at Worcester Polytechnic Institute (WPI) have developed a solid polymer coated with harmless viruses to detect the bacteria Salmonella enterica (S. enterica), an advance that could lead to new ways of finding contamination in the food supply. The work is published in the journal ACS Applied Bio Materials.

The group, led by Yuxiang “Shawn” Liu, an associate professor in the Department of Mechanical and Materials Engineering, reports that the technology can rapidly capture and visualize foodborne bacterial contaminants in tiny fluid samples. With no need for incubation or complicated equipment in research centers, the technology has the potential to be used as a rapid biosensor in field applications and in areas with few resources.

“We have a solid surface that can be used anywhere in the food supply chain, from farm to fridge, to detect foodborne bacteria with minimum human intervention,” Liu says.

SpaceX files for $55 billion semiconductor fab in rural Texas for Musk’s Terafab — total chipmaking fab investment could reach $119 billion

SpaceX has filed a property tax abatement application in Grimes County, Texas, for a semiconductor fab that would cost $55 billion in its initial phases and up to $119 billion if all planned expansions are completed.

The filing, posted on the county government’s website ahead of a public hearing scheduled for June 3, describes the project as a “multi-phase, next-generation, vertically integrated semiconductor manufacturing and advanced computing fabrication facility” to be built at the Gibbons Creek Reservoir site, roughly 90 miles northeast of Austin.

The capital figures in this filing far exceed what was disclosed when Elon Musk announced Terafab in March, where the project carried a $20 billion price tag. Musk later confirmed during Tesla’s earnings call that SpaceX would handle high-volume chip manufacturing while Tesla operates a smaller R&D pilot line at its Austin campus. The Grimes County filing appears to be SpaceX’s first formal step toward securing a site for that production facility.

AI-powered lab discovers brighter lead-free nanomaterials in 12 hours

A new autonomous laboratory recently navigated through billions of potential material synthesis recipes to identify brighter, lead-free light-emitting nanomaterials in just 12 hours. The work could accelerate development of safer light-emitting nanoplatelets for use in applications ranging from photodetectors to the production of fuel from solar energy. A paper describing this work appears in Nature Communications.

Nanoplatelets are sheet-like crystals only billionths of a meter thick; in this case, they belong to a family of lead-free “double perovskites,” materials whose atomic recipe can be tuned to control how they absorb and emit light.

“One of the big challenges in developing safer optical nanomaterials is the sheer size of the material universe,” says Milad Abolhasani, Alcoa Professor and University Faculty Scholar in the department of chemical and biomolecular engineering at North Carolina State University. Abolhasani is the corresponding author of the research.

Beyond borders: Metaverse manufacturing envisions AI-linked local production built on digital twins

Over the past decades, technological advances have fueled great innovation in a wide range of fields. Emerging and rapidly developing technologies, such as artificial intelligence (AI) systems, three-dimensional (3D) and four-dimensional (4D) printing, digital twins (i.e., virtual representations of physical objects, systems or processes) and advanced robots, are set to further transform many industries and sectors.

Researchers at London South Bank University explored the idea of metaverse manufacturing, an industrial ecosystem that would blend technology-enhanced physical production processes with immersive visual environments. In a paper published in Journal of the Royal Society Interface, they tried to envision how this ecosystem could work and what technologies it would rely on, while also considering its possible advantages in terms of sustainability and productivity.

The study was conducted within the Mechanical Intelligence (MI) Research Group at London South Bank University, which focuses on bioinspired design and adaptive engineering systems.

A tiny world beyond Neptune has an atmosphere that shouldn’t exist

A team of professional and amateur Japanese astronomers have found evidence for a thin atmosphere around a small body in the outer solar system. The object is so small that it should not have a sustainable atmosphere, raising questions about when and how the atmosphere formed. Future observations to better characterize the atmosphere will help solve these mysteries.

Mechanochemistry simplifies synthesis of challenging conductive organic molecules

Mechanochemistry is a growing field for chemical reactions that proceed in the solid state in the absence, or with minuscule amounts, of solvent added. For decades, solvents have been considered conventional for the progression of modern chemistry; nonetheless, researchers are increasingly demonstrating that mechanochemistry can synthesize complex molecules more effectively. With more progress, mechanochemistry could alleviate solvent-related environmental and financial burdens in chemical industries.

Using mechanochemistry, researchers from Nagoya University, including Koya M. Hori, Yoshifumi Toyama, and Hideto Ito successfully developed a two-step synthetic method for dihydrodinaphthopentalenes (DHDPs), conductive organic molecules that are considerably challenging to synthesize. These findings were recently published in the journal RSC Mechanochemistry on February 5, 2026. The results are expected to advance the synthesis of compounds with applications in organic materials.

Conductive organic molecules are used in increasingly essential technologies such as OLEDs in smartphone screens, solar cells for renewable energy, anti-static polymer coatings, and more. Perhaps due to their complex and expensive synthesis, however, DHDPs have not been integrated into any commercialized products.

Perovskite solar cells skip yellow phase, degrade more slowly with key additives

Halide perovskites are gaining ground on silicon as a critical material for solar cell technologies: A new study published in the journal Science reports a method to make perovskite-based photovoltaics more durable, allowing the films to attain the desirable black phase of crystal configuration quicker and at lower temperatures while also making it harder to degrade into the inactive yellow phase.

Perovskites are solution-processable materials and can be readily processed as a solution or deposited as vapor. By mixing two key ingredients in the precursor solution, Rice University chemical engineer Aditya Mohite and collaborators have developed perovskite crystalline films that retain 98% of their initial efficiency even after 1,200 hours of exposure under open-circuit voltage conditions to accelerate aging at 90 degrees Celsius (194 degrees Fahrenheit).

The two additives used were a two-dimensional perovskite, which served as a template to guide crystal growth, and formamidinium chloride, a salt molecule that regulates crystallization and has the optimal size to sustain the atomic bonds in the crystal in the right configuration. The two additives create compressive strain in the lattice, driving the formation of the black perovskite phase and stabilizing it, while also steering degradation toward a harder-to-form phase, significantly improving durability.

Dust Traps Twice as Much Heat as Climate Models Estimate

Atmospheric desert dust absorbs roughly twice the heat previously estimated by climate models, representing about 10% of total global warming. [ https://www.labroots.com/trending/earth-and-the-environment/…estimate-2](https://www.labroots.com/trending/earth-and-the-environment/…estimate-2)

What role does dust play in climate change? This is what a recent study published in Nature Communications hopes to address as a team of scientists investigated how desert dust could be used to constrain climate models. This study has the potential to help researchers, climate scientists, legislators, and the public better understand new methods for understanding the various environmental factors that contribute to climate change.

For the study, the researchers used a combination of observational data and computer models with the goal of filling a knowledge gap regarding how desert dust influences solar radiation distribution within Earth’s atmosphere. The observational data was obtained from satellites and aircraft measurements while the climate models obtained new data for computing the results. In the end, the researchers found that while dust cools the planet, it is also prone to trap double the heat as climate models have estimated, or 10 percent of the total heat retention for the planet.

“Atmospheric dust traps about a quarter of a watt per square meter of heat by absorbing and scattering the heat radiation emitted by the Earth, comparable to roughly one-tenth of the warming effect produced by the carbon dioxide emitted from all human activities,” said Dr. Jasper Kok, who is a professor in atmospheric and ocean sciences at UCLA and lead author of the study. “Current climate models undercount the heating effect of dust by about half. The climate models remain effective and useful, and this will make them even more precise.”

/* */