Anthropic has flagged the potential risks of AI systems and calls for well-structured regulation to avoid potential catastrophes. The organisation argues that targeted regulation is essential to harness AI’s benefits while mitigating its dangers. As AI systems evolve in capabilities such as mathematics, reasoning, and coding,…
3 Questions: Can we secure a sustainable supply of nickel?
As the world strives to cut back on carbon emissions, demand for minerals and metals needed for clean energy technologies is growing rapidly, sometimes straining existing supply chains and harming local environments. In a new study published today in Joule, Elsa Olivetti, a professor of materials science and engineering and director of the Decarbonizing Energy and Industry mission within MIT’s Climate Project, along with recent graduates Basuhi Ravi PhD ’23 and Karan Bhuwalka PhD ’24 and nine others, examine the case of nickel, which is an essential element for some electric vehicle batteries and parts of some solar panels and wind turbines.
How robust is the supply of this vital metal, and what are the implications of its extraction for the local environments, economies, and communities in the places where it is mined? MIT News asked Olivetti, Ravi, and Bhuwalka to explain their findings.
Q: Why is nickel becoming more important in the clean energy economy, and what are some of the potential issues in its supply chain?
Olivetti: Nickel is increasingly important for its role in EV batteries, as well as other technologies such as wind and solar. For batteries, high-purity nickel sulfate is a key input to the cathodes of EV batteries, which enables high energy density in batteries and increased driving range for EVs. As the world transitions away from fossil fuels, the demand for EVs, and consequently for nickel, has increased dramatically and is projected to continue to do so.
The nickel supply chain for battery-grade nickel sulfate includes mining nickel from ore deposits, processing it to a suitable nickel intermediary, and refining it to nickel sulfate. The potential issues in the supply chain can be broadly described as land use concerns in the mining stage, and emissions concerns in the processing stage. This is obviously oversimplified, but as a basic structure for our inquiry we thought about it this way. Nickel mining is land-intensive, leading to deforestation, displacement of communities, and potential contamination of soil and water resources from mining waste. In the processing step, the use of fossil fuels leads to direct emissions including particulate matter and sulfur oxides. In addition, some emerging processing pathways are particularly energy-intensive, which can double the carbon footprint of nickel-rich batteries compared to the current average.
Q: What is Indonesia’s role in the global nickel supply, and what are the consequences of nickel extraction there and in other major supply countries?
Ravi: Indonesia plays a critical role in nickel supply, holding the world’s largest nickel reserves and supplying nearly half of the globally mined nickel in 2023. The country’s nickel production has seen a remarkable tenfold increase since 2016. This production surge has fueled economic growth in some regions, but also brought notable environmental and social impacts to nickel mining and processing areas.
Nickel mining expansion in Indonesia has been linked to health impacts due to air pollution in the islands where nickel processing is prominent, as well as deforestation in some of the most biodiversity-rich locations on the planet. Reports of displacement of indigenous communities, land grabbing, water rights issues, and inadequate job quality in and around mines further highlight the social concerns and unequal distribution of burdens and benefits in Indonesia. Similar concerns exist in other major nickel-producing countries, where mining activities can negatively impact the environment, disrupt livelihoods, and exacerbate inequalities.
On a global scale, Indonesia’s reliance on coal-based energy for nickel processing, particularly in energy-intensive smelting and leaching of a clay-like material called laterite, results in a high carbon intensity for nickel produced in the region, compared to other major producing regions such as Australia.
Q: What role can industry and policymakers play in helping to meet growing demand while improving environmental safety?
Bhuwalka: In consuming countries, policies can foster “discerning demand,” which means creating incentives for companies to source nickel from producers that prioritize sustainability. This can be achieved through regulations that establish acceptable environmental footprints for imported materials, such as limits on carbon emissions from nickel production. For example, the EU’s Critical Raw Materials Act and the U.S. Inflation Reduction Act could be leveraged to promote responsible sourcing. Additionally, governments can use their purchasing power to favor sustainably produced nickel in public procurement, which could influence industry practices and encourage the adoption of sustainability standards.
On the supply side, nickel-producing countries like Indonesia can implement policies to mitigate the adverse environmental and social impacts of nickel extraction. This includes strengthening environmental regulations and enforcement to reduce the footprint of mining and processing, potentially through stricter pollution limits and responsible mine waste management. In addition, supporting community engagement, implementing benefit-sharing mechanisms, and investing in cleaner nickel processing technologies are also crucial.
Internationally, harmonizing sustainability standards and facilitating capacity building and technology transfer between developed and developing countries can create a level playing field and prevent unsustainable practices. Responsible investment practices by international financial institutions, favoring projects that meet high environmental and social standards, can also contribute to a stable and sustainable nickel supply chain.
Web-Slinger.css: Like Wow.js But With CSS-y Scroll Animations
Can we recreate a JavaScript library for scrolling animations with a modern CSS approach using CSS Scroll-Driven Animations? Yes. Yes, we can.
Web-Slinger.css: Like Wow.js But With CSS-y Scroll Animations originally published on CSS-Tricks, which is part of the DigitalOcean family. You should get the newsletter….
Atomos Shinobi II External Monitor vs. Camera Display – Videoguys
In this article by Christian Kober for Riwit, the importance of using an external monitor for filming and photography is emphasized as a crucial step to elevate your creative work. Relying solely on a camera’s built-in display can create challenges, especially with focus, exposure, and visibility in bright outdoor environments. By using an external monitor for photography or videography, you gain access to larger screens, better resolution, and professional tools that help ensure accuracy and efficiency during shooting.
Why an External Monitor is Essential for Photography and Filmmaking
Kober outlines several key benefits of an external monitor. First, an external camera monitor provides a larger screen and better visibility, especially under challenging lighting conditions like bright sunlight. High-resolution monitors offer superior image clarity, making it easier to focus and fine-tune details in real-time, which reduces the need for extensive post-production work. This is critical for both professional filmmakers and photographers looking to deliver high-quality results quickly.
Moreover, many external monitors come equipped with professional features like histograms, vectorscopes, focus peaking, and false color, which allow users to correct exposure, focus, and color settings with precision. These tools are invaluable for those working in complex shoots where every frame needs to be perfect.
The Flexibility and Ergonomic Benefits of an External Monitor
Another advantage of using an external monitor for video production or photography is the flexibility it provides. Unlike built-in camera displays, external monitors can be positioned at various angles, making it easier to maintain an ergonomic posture during long shoots. This is especially beneficial when using equipment like gimbals, where awkward camera angles are common.
Additionally, external monitors allow filmmakers to see not just the frame but also the surroundings. This wider field of view helps camera operators detect unexpected elements entering the frame, enabling quicker adjustments and more dynamic composition.
Atomos Shinobi II: The Best External Monitor for Professionals
One of the best examples of a professional-grade external monitor for filmmakers is the Atomos Shinobi II. This monitor is praised for its 1500 Nit brightness, ensuring clear visibility even in direct sunlight. Its Full HD resolution provides crisp, color-accurate images, making it easier to assess focus, color balance, and exposure on set.
The Shinobi II also includes advanced features like focus peaking, zebra, and 3D LUT support, which help filmmakers fine-tune skin tones, manage highlights, and achieve the perfect shot. Furthermore, the monitor offers intuitive camera control, compatible with popular mirrorless cameras from brands like Canon, Sony, Nikon, and Panasonic. This flexibility allows users to adjust camera settings directly through the monitor, saving time and effort during fast-paced shoots.
External Monitors: A Must-Have for Filmmakers and Photographers
In conclusion, external monitors are no longer just accessories—they are essential tools for anyone serious about improving their videography or photography workflow. By providing better visibility, superior image quality, and advanced tools, an external monitor helps ensure every shot is perfectly captured. For professionals, the Atomos Shinobi II stands out as a powerful and lightweight option, offering camera control, HDR support, and rugged durability for use in any environment.
Read the full article by Christian Kober HERE
Press Release: NDI Touts Major Milestones in 2024, Gains Momentum Head – Videoguys
NDI Touts Major Milestones in 2024, Gains Momentum Heading into 2025
Expansion to Lisbon strengthens NDI’s capabilities to drive global innovation; Don Shaver joins the company as Business Development Director.
Lisbon, Portugal (Oct. 30, 2024) – NDI, the global standard for plug-and-play connectivity, today announced key milestones that underscore its growth and momentum heading into 2025. These include the expansion of its global footprint with a new innovation hub in Lisbon, Portugal, and the appointment of industry veteran Don Shaver as Business Development Director. These initiatives reinforce NDI’s commitment to driving innovation in the Broadcast and ProAV industries through advanced video and audio connectivity solutions.
New Innovation Hub in Lisbon
Lisbon now serves as NDI’s global innovation hub alongside our hub in San Antonio, Texas This move reflects the company’s continued focus on international growth, that will drive seamless solutions for content creators worldwide.
Operating in 40 global markets, including North America and Sweden, NDI continues to expand its reach. The Lisbon hub will spearhead efforts to scale operations and foster innovation. With a strong team already in place, NDI expects to see an increase in its local workforce over the next few years to support growing demands. With the addition of roles in software development, customer support, and marketing, the company aims to leverage local talent to enhance its global expansion.
“As NDI enters its next phase of growth, expanding our global footprint is critical,” said Daniel Nergard, President of NDI. “Lisbon’s vibrant tech scene, combined with the team’s resources, marks a major milestone that will strengthen our ability to meet the growing demand for NDI solutions.”
Industry Vet Joins the Team
With over 28 years in the semiconductor industry and 13 years in Broadcast and ProAV, Don Shaver brings invaluable expertise to NDI. As former Vice President of Video Product Lines at Semtech Corporation, Shaver led a cross-functional team responsible for generating significant revenue growth and expanded its ProAV business under his leadership. As NDI continues its mission toward global expansion, his leadership and industry knowledge will prove invaluable to evolving industry needs.
“NDI’s growth is fueled by a clear vision and relentless focus on innovation,” said Shaver. “As we expand globally, we’re not just increasing our footprint—we’re doing so with intention, ensuring that our cutting-edge solutions meet the evolving needs of the Broadcast and ProAV industries. This user-centric approach will continue to power our growth in the coming years.”
Network Growth
NDI’s growth in 2024 has been fueled by strategic partnerships and an expanded ecosystem of NDI-enabled products with thousands of NDI nodes currently in circulation. In 2025, NDI projects a 50% increase for new units shipped compared to 2024. Key partnerships contributing to this growth include:
- AVer Collaboration: NDI is now standard across all AVer ProAV cameras, enabling professional grade functionality to produce top-quality content.
- Panasonic Expansion: Panasonic is extending NDI® support to its 4K Integrated Cameras, simplifying video production workflows across the globe.
Looking Ahead to 2025
Building on its 2024 momentum, NDI is set to lead the Broadcast and ProAV industries with innovative solutions that redefine video connectivity. As the company continues to expand its global footprint, it is positioned to set new industry standards in 2025 and beyond, with upcoming developments promising to further elevate its leadership in the market.
ABOUT NDI
NDI, a fast-growing tech company, is removing the limits to video and audio connectivity. NDI – Network Device Interface – is used by millions of customers worldwide and has been adopted by more media organizations than any other IP standard, creating the industry’s largest IP ecosystem of products.
NDI allows multiple video systems to identify and communicate with one another over IP; it can encode, transmit and receive many streams of high-quality, low-latency, frame-accurate video and audio in real-time. The growth of NDI is backed by a growing community of installers, developers, AV professionals, and users who are deeply engaged with the company through community events and initiatives. NDI is a part of Vizrt.
Revealing causal links in complex systems
Getting to the heart of causality is central to understanding the world around us. What causes one variable — be it a biological species, a voting region, a company stock, or a local climate — to shift from one state to another can inform how we might shape that variable in the future.
But tracing an effect to its root cause can quickly become intractable in real-world systems, where many variables can converge, confound, and cloud over any causal links.
Now, a team of MIT engineers hopes to provide some clarity in the pursuit of causality. They developed a method that can be applied to a wide range of situations to identify those variables that likely influence other variables in a complex system.
The method, in the form of an algorithm, takes in data that have been collected over time, such as the changing populations of different species in a marine environment. From those data, the method measures the interactions between every variable in a system and estimates the degree to which a change in one variable (say, the number of sardines in a region over time) can predict the state of another (such as the population of anchovy in the same region).
The engineers then generate a “causality map” that links variables that likely have some sort of cause-and-effect relationship. The algorithm determines the specific nature of that relationship, such as whether two variables are synergistic — meaning one variable only influences another if it is paired with a second variable — or redundant, such that a change in one variable can have exactly the same, and therefore redundant, effect as another variable.
The new algorithm can also make an estimate of “causal leakage,” or the degree to which a system’s behavior cannot be explained through the variables that are available; some unknown influence must be at play, and therefore, more variables must be considered.
“The significance of our method lies in its versatility across disciplines,” says Álvaro Martínez-Sánchez, a graduate student in MIT’s Department of Aeronautics and Astronautics (AeroAstro). “It can be applied to better understand the evolution of species in an ecosystem, the communication of neurons in the brain, and the interplay of climatological variables between regions, to name a few examples.”
For their part, the engineers plan to use the algorithm to help solve problems in aerospace, such as identifying features in aircraft design that can reduce a plane’s fuel consumption.
“We hope by embedding causality into models, it will help us better understand the relationship between design variables of an aircraft and how it relates to efficiency,” says Adrián Lozano-Durán, an associate professor in AeroAstro.
The engineers, along with MIT postdoc Gonzalo Arranz, have published their results in a study appearing today in Nature Communications.
Seeing connections
In recent years, a number of computational methods have been developed to take in data about complex systems and identify causal links between variables in the system, based on certain mathematical descriptions that should represent causality.
“Different methods use different mathematical definitions to determine causality,” Lozano-Durán notes. “There are many possible definitions that all sound ok, but they may fail under some conditions.”
In particular, he says that existing methods are not designed to tell the difference between certain types of causality. Namely, they don’t distinguish between a “unique” causality, in which one variable has a unique effect on another, apart from every other variable, from a “synergistic” or a “redundant” link. An example of a synergistic causality would be if one variable (say, the action of drug A) had no effect on another variable (a person’s blood pressure), unless the first variable was paired with a second (drug B).
An example of redundant causality would be if one variable (a student’s work habits) affect another variable (their chance of getting good grades), but that effect has the same impact as another variable (the amount of sleep the student gets).
“Other methods rely on the intensity of the variables to measure causality,” adds Arranz. “Therefore, they may miss links between variables whose intensity is not strong yet they are important.”
Messaging rates
In their new approach, the engineers took a page from information theory — the science of how messages are communicated through a network, based on a theory formulated by the late MIT professor emeritus Claude Shannon. The team developed an algorithm to evaluate any complex system of variables as a messaging network.
“We treat the system as a network, and variables transfer information to each other in a way that can be measured,” Lozano-Durán explains. “If one variable is sending messages to another, that implies it must have some influence. That’s the idea of using information propagation to measure causality.”
The new algorithm evaluates multiple variables simultaneously, rather than taking on one pair of variables at a time, as other methods do. The algorithm defines information as the likelihood that a change in one variable will also see a change in another. This likelihood — and therefore, the information that is exchanged between variables — can get stronger or weaker as the algorithm evaluates more data of the system over time.
In the end, the method generates a map of causality that shows which variables in the network are strongly linked. From the rate and pattern of these links, the researchers can then distinguish which variables have a unique, synergistic, or redundant relationship. By this same approach, the algorithm can also estimate the amount of “causality leak” in the system, meaning the degree to which a system’s behavior cannot be predicted based on the information available.
“Part of our method detects if there’s something missing,” Lozano-Durán says. “We don’t know what is missing, but we know we need to include more variables to explain what is happening.”
The team applied the algorithm to a number of benchmark cases that are typically used to test causal inference. These cases range from observations of predator-prey interactions over time, to measurements of air temperature and pressure in different geographic regions, and the co-evolution of multiple species in a marine environment. The algorithm successfully identified causal links in every case, compared with most methods that can only handle some cases.
The method, which the team coined SURD, for Synergistic-Unique-Redundant Decomposition of causality, is available online for others to test on their own systems.
“SURD has the potential to drive progress across multiple scientific and engineering fields, such as climate research, neuroscience, economics, epidemiology, social sciences, and fluid dynamics, among others areas,” Martínez-Sánchez says.
This research was supported, in part, by the National Science Foundation.
The Friday Roundup – YouTube Copyright Claims & DirectorSuite
How to Remove Copyright Claims on YouTube Videos in 2024 Over the past few years the problem of copyright claims on YouTube has kind of gone out of control especially when it comes to music. The reason for that is that YouTube has been made to…
Making agriculture more resilient to climate change
As Earth’s temperature rises, agricultural practices will need to adapt. Droughts will likely become more frequent, and some land may no longer be arable. On top of that is the challenge of feeding an ever-growing population without expanding the production of fertilizer and other agrochemicals, which have a large carbon footprint that is contributing to the overall warming of the planet.
Researchers across MIT are taking on these agricultural challenges from a variety of angles, from engineering plants that sound an alarm when they’re under stress to making seeds more resilient to drought. These types of technologies, and more yet to be devised, will be essential to feed the world’s population as the climate changes.
“After water, the first thing we need is food. In terms of priority, there is water, food, and then everything else. As we are trying to find new strategies to support a world of 10 billion people, it will require us to invent new ways of making food,” says Benedetto Marelli, an associate professor of civil and environmental engineering at MIT.
Marelli is the director of one of the six missions of the recently launched Climate Project at MIT, which focus on research areas such as decarbonizing industry and building resilient cities. Marelli directs the Wild Cards mission, which aims to identify unconventional solutions that are high-risk and high-reward.
Drawing on expertise from a breadth of fields, MIT is well-positioned to tackle the challenges posed by climate change, Marelli says. “Bringing together our strengths across disciplines, including engineering, processing at scale, biological engineering, and infrastructure engineering, along with humanities, science, and economics, presents a great opportunity.”
Protecting seeds from drought
Marelli, who began his career as a biomedical engineer working on regenerative medicine, is now developing ways to boost crop yields by helping seeds to survive and germinate during drought conditions, or in soil that has been depleted of nutrients. To achieve that, he has devised seed coatings, based on silk and other polymers, that can envelop and nourish seeds during the critical germination process.
In healthy soil, plants have access to nitrogen, phosphates, and other nutrients that they need, many of which are supplied by microbes that live in the soil. However, in soil that has suffered from drought or overfarming, these nutrients are lacking. Marelli’s idea was to coat the seeds with a polymer that can be embedded with plant-growth-promoting bacteria that “fix” nitrogen by absorbing it from the air and making it available to plants. The microbes can also make other necessary nutrients available to plants.
For the first generation of the seed coatings, he embedded these microbes in coatings made of silk — a material that he had previously shown can extend the shelf life of produce, meat, and other foods. In his lab at MIT, Marelli has shown that the seed coatings can help germinating plants survive drought, ultraviolet light exposure, and high salinity.
Now, working with researchers at the Mohammed VI Polytechnic University in Morocco, he is adapting the approach to crops native to Morocco, a country that has experienced six consecutive years of drought due a drop in rainfall linked to climate change.
For these studies, the researchers are using a biopolymer coating derived from food waste that can be easily obtained in Morocco, instead of silk.
“We’re working with local communities to extract the biopolymers, to try to have a process that works at scale so that we make materials that work in that specific environment.” Marelli says. “We may come up with an idea here at MIT within a high-resource environment, but then to work there, we need to talk with the local communities, with local stakeholders, and use their own ingenuity and try to match our solution with something that could actually be applied in the local environment.”
Microbes as fertilizers
Whether they are experiencing drought or not, crops grow much better when synthetic fertilizers are applied. Although it’s essential to most farms, applying fertilizer is expensive and has environmental consequences. Most of the world’s fertilizer is produced using the Haber-Bosch process, which converts nitrogen and hydrogen to ammonia at high temperatures and pressures. This energy intensive process accounts for about 1.5 percent of the world’s greenhouse gas emissions, and the transportation required to deliver it to farms around the world adds even more emissions.
Ariel Furst, the Paul M. Cook Career Development Assistant Professor of Chemical Engineering at MIT, is developing a microbial alternative to the Haber-Bosch process. Some farms have experimented with applying nitrogen-fixing bacteria directly to the roots of their crops, which has shown some success. However, the microbes are too delicate to be stored long-term or shipped anywhere, so they must be produced in a bioreactor on the farm.
To overcome those challenges, Furst has developed a way to coat the microbes with a protective shell that prevents them from being destroyed by heat or other stresses. The coating also protects microbes from damage caused by freeze-drying — a process that would make them easier to transport.
The coatings can vary in composition, but they all consist of two components. One is a metal such as iron, manganese, or zinc, and the other is a polyphenol — a type of plant-derived organic compound that includes tannins and other antioxidants. These two components self-assemble into a protective shell that encapsulates bacteria.
“These microbes would be delivered with the seeds, so it would remove the need for fertilizing mid-growing. It also reduces the cost and provides more autonomy to the farmers and decreases carbon emissions associated with agriculture,” Furst says. “We think it’ll be a way to make agriculture completely regenerative, so to bring back soil health while also boosting crop yields and the nutrient density of the crops.”
Furst has founded a company called Seia Bio, which is working on commercializing the coated microbes and has begun testing them on farms in Brazil. In her lab, Furst is also working on adapting the approach to coat microbes that can capture carbon dioxide from the atmosphere and turn it into limestone, which helps to raise the soil pH.
“It can help change the pH of soil to stabilize it, while also being a way to effectively perform direct air capture of CO2,” she says. “Right now, farmers may truck in limestone to change the pH of soil, and so you’re creating a lot of emissions to bring something in that microbes can do on their own.”
Distress sensors for plants
Several years ago, Michael Strano, the Carbon P. Dubbs Professor of Chemical Engineering at MIT, began to explore the idea of using plants themselves as sensors that could reveal when they’re in distress. When plants experience drought, attack by pests, or other kinds of stress, they produce hormones and other signaling molecules to defend themselves.
Strano, whose lab specializes in developing tiny sensors for a variety of molecules, wondered if such sensors could be deployed inside plants to pick up those distress signals. To create their sensors, Strano’s lab takes advantage of the special properties of single-walled carbon nanotubes, which emit fluorescent light. By wrapping the tubes with different types of polymers, the sensors can be tuned to detect specific targets, giving off a fluorescent signal when the target is present.
For use in plants, Strano and his colleagues created sensors that could detect signaling molecules such as salicylic acid and hydrogen peroxide. They then showed that these sensors could be inserted into the underside of plant leaves, without harming the plants. Once embedded in the mesophyll of the leaves, the sensors can pick up a variety of signals, which can be read with an infrared camera.
These sensors can reveal, in real-time, whether a plant is experiencing a variety of stresses. Until now, there hasn’t been a way to get that information fast enough for farmers to act on it.
“What we’re trying to do is make tools that get information into the hands of farmers very quickly, fast enough for them to make adaptive decisions that can increase yield,” Strano says. “We’re in the middle of a revolution of really understanding the way in which plants internally communicate and communicate with other plants.”
This kind of sensing could be deployed in fields, where it could help farmers respond more quickly to drought and other stresses, or in greenhouses, vertical farms, and other types of indoor farms that use technology to grow crops in a controlled environment.
Much of Strano’s work in this area has been conducted with the support of the U.S. Department of Agriculture (USDA) and as part of the Disruptive and Sustainable Technologies for Agricultural Precision (DiSTAP) program at the Singapore-MIT Alliance for Research and Technology (SMART), and sensors have been deployed in tests in crops at a controlled environment farm in Singapore called Growy.
“The same basic kinds of tools can help detect problems in open field agriculture or in controlled environment agriculture,” Strano says. “They both suffer from the same problem, which is that the farmers get information too late to prevent yield loss.”
Reducing pesticide use
Pesticides represent another huge financial expense for farmers: Worldwide, farmers spend about $60 billion per year on pesticides. Much of this pesticide ends up accumulating in water and soil, where it can harm many species, including humans. But, without using pesticides, farmers may lose more than half of their crops.
Kripa Varanasi, an MIT professor of mechanical engineering, is working on tools that can help farmers measure how much pesticide is reaching their plants, as well as technologies that can help pesticides adhere to plants more efficiently, reducing the amount that runs off into soil and water.
Varanasi, whose research focuses on interactions between liquid droplets and surfaces, began to think about applying his work to agriculture more than a decade ago, after attending a conference at the USDA. There, he was inspired to begin developing ways to improve the efficiency of pesticide application by optimizing the interactions that occur at leaf surfaces.
“Billions of drops of pesticide are being sprayed on every acre of crop, and only a small fraction is ultimately reaching and staying on target. This seemed to me like a problem that we could help to solve,” he says.
Varanasi and his students began exploring strategies to make drops of pesticide stick to leaves better, instead of bouncing off. They found that if they added polymers with positive and negative charges, the oppositely charged droplets would form a hydrophilic (water-attracting) coating on the leaf surface, which helps the next droplets applied to stick to the leaf.
Later, they developed an easier-to-use technology in which a surfactant is added to the pesticide before spraying. When this mixture is sprayed through a special nozzle, it forms tiny droplets that are “cloaked” in surfactant. The surfactant helps the droplets to stick to the leaves within a few milliseconds, without bouncing off.
In 2020, Varanasi and Vishnu Jayaprakash SM ’19, PhD ’22 founded a company called AgZen to commercialize their technologies and get them into the hands of farmers. They incorporated their ideas for improving pesticide adhesion into a product called EnhanceCoverage.
During the testing for this product, they realized that there weren’t any good ways to measure how many of the droplets were staying on the plant. That led them to develop a product known as RealCoverage, which is based on machine vision. It can be attached to any pesticide sprayer and offer real-time feedback on what percentage of the pesticide droplets are sticking to and staying on every leaf.
RealCoverage was used on 65,000 acres of farmland across the United States in 2024, from soybeans in Iowa to cotton in Georgia. Farmers who used the product were able to reduce their pesticide use by 30 to 50 percent, by using the data to optimize delivery and, in some cases, even change what chemicals were sprayed.
He hopes that the EnhanceCoverage product, which is expected to become available in 2025, will help farmers further reduce their pesticide use.
“Our mission here is to help farmers with savings while helping them achieve better yields. We have found a way to do all this while also reducing waste and the amount of chemicals that we put into our atmosphere and into our soils and into our water,” Varanasi says. “This is the MIT approach: to figure out what are the real issues and how to come up with solutions. Now we have a tool and I hope that it’s deployed everywhere and everyone gets the benefit from it.”
US Department of Education honors three Lemelson-MIT student affiliates
On Wednesday, Oct. 9, three student inventors affiliated with the Lemelson-MIT Program (LMIT) shared their stories of what inspired them to invent with U.S. Secretary of Education Miguel Cardona and employees of the U.S. Department of Education attending a Hispanic Heritage Month celebration.
The panel discussion, entitled “Spotlight on Latino Student Innovators & Aspiring STEM Leaders,” was part of a larger event (“Creando Futuros Brillantes”) sponsored by the White House Initiative for Hispanics.
Elias Escobar Argueta, a high school junior from Calistoga, California, spoke about his LMIT InvenTeam’s DulceTemperatura, a patent-pending invention designed to help farm workers keep cool and warm when working outdoors, and another device to help cool firefighters. Also participating were two former Lemelson-MIT InvenTeam students: Katia Avila Pinado from Pomona, California, who holds a patent for her team’s invention, Heart and Sole; and Lesly Rojas of Salem, Oregon, whose team developed an adaptive flow rate cup for people with dysphagia. Avila is now pursuing a degree in networks and digital technology at the University of California Santa Cruz. Rojas is pursuing a degree in electrical and computer engineering at Oregon State University.
Cristina Saenz, invention education manager with LMIT, also participated in the celebration and had an opportunity to speak with Secretary Cardona about the students’ achievements. Saenz notes, “We had this incredible opportunity for three young Latino inventors to amplify their experiences and share their inventions with members of the U.S. Department of Education. While this celebration of Hispanic Heritage enabled these three students to shine, one-in-four students in the U.S. school system are Latino who also need access and opportunities to showcase what they bring to their local and national communities. Si se puede!”
LMIT’s executive director, Stephanie Couch, says, “I am incredibly grateful to these students for sharing their stories of the power and promise of invention education. I hope that one day many more young women and people of color will be accessing invention education programs like ours, including learning how to protect their good ideas with a patent. These students offer glimpses into the life-changing nature of participation on an InvenTeam and/or LMIT’s other invention education offerings that are led by Dr. Saenz.”
The InvenTeams initiative, now in its 21st year, has enabled 18 teams of high school students to earn U.S. patents for their projects. Intellectual property education is combined with invention education offerings as part of the Lemelson-MIT Program’s deliberate efforts to remedy historic inequities among those who develop inventions, protect their intellectual property, and commercialize their creations. LMIT’s ongoing efforts empower students from all backgrounds, equipping them with invaluable problem-solving skills that will serve them well throughout their academic journeys, professional pursuits, and personal lives. Their work with 3,883 students across 296 different teams nationwide these past 21 years includes:
- developing the Inventing Smart Solutions curriculum;
- connecting with intellectual property law firms to provide pro bono legal support;
- collaborating with industry-leading companies that provide technical guidance and mentoring;
- providing professional development for teachers on invention education;
- assisting teams with identifying resources within their communities’ innovation ecosystems to support ongoing invention efforts; and
- publishing case studies and research to inform the work of invention educators and policymakers and build support for engaging students in efforts to invent solutions to real-world problems.
LMIT is a national leader in efforts to prepare the next generation of inventors and entrepreneurs. Its work focuses on the expansion of opportunities for people to learn ways inventors find and solve problems that matter to improve lives. Their commitment to diversity, equity, and inclusion aims to remedy historic inequities among those who develop inventions, protect their intellectual property, and commercialize their creations.
Jerome H. Lemelson, one of U.S. history’s most prolific inventors, and his wife Dorothy founded the Lemelson-MIT Program at MIT in 1994. It is funded by The Lemelson Foundation and administered by the MIT School of Engineering.
2024 Math Prize for Girls at MIT sees six-way tie
After 274 young women spent two-and-a-half hours working through 20 advanced math problems for the 16th annual Advantage Testing Foundation/Jane Street Math Prize for Girls (MP4G) contest held Oct. 4-6 at MIT, a six-way tie was announced.
Hosted by the MIT Department of Mathematics and sponsored by the Advantage Testing Foundation and global trading firm Jane Street, MP4G is the largest math prize for girls in the world. The competitors, who came from across the United States and Canada, had scored high enough on the American Mathematics Competition exam to apply for and be accepted by MP4G. This year, MP4G received 891 applications to solve multistage problems in geometry, algebra, and trigonometry. This year’s problems are listed on the MP4G website.
Because of the six-way tie, the $50,000 first-place prize and subsequent awards ($20,000 for second, $10,000 for third, $4,000 apiece for fourth and fifth and $2,000 for sixth place) was instead evenly divided, with each winner receiving $15,000. While each scored 15 out of 20, the winners were actually placed in order of how they answered the most difficult problems.
In first place was Shruti Arun, 11th grade, Cherry Creek High School, Colorado, who last year placed fourth; followed by Angela Liu, 12th grade, home-schooled, California; Sophia Hou, 11th grade, Thomas Jefferson High School for Science and Technology, Virginia; Susie Lu, 11th grade, Stanford Online High School, Washington, who last year placed 19th; Katie He, 12th grade, the Frazer School, Florida; and Katherine Liu, 12th grade, Clements High School, Texas — with the latter two having tied for seventh place last year.
The next round of winners, all with a score of 14, took home $1,000 each: Angela Ho, 11th grade, Stevenson High School, Illinois; Hannah Fox, 12th grade, Proof School, California; Selena Ge, 9th grade, Lexington High School, Massachusetts; Alansha Jiang, 12th grade, Newport High School, Washington; Laura Wang, 9th grade, Lakeside School, Washington; Alyssa Chu, 12th grade, Rye Country Day School, New York; Emily Yu, 12th grade, Mendon High School, New York; and Ivy Guo, 12th grade, Blair High School, Maryland.
The $2,000 Youth Prize to the highest-scoring contestant in 9th grade or below was shared evenly by Selena Ge and Laura Wang. In total, the event awards $100,000 in monetary prize to the top 14 contestants (including tie scores). Honorable mention trophies were awarded to the next 25 winners.
“I knew there were a lot of really smart people there, so the chances of me getting first wasn’t particularly high,” Katie He told a Florida newspaper. “When I heard six ways, I was so excited though,” He says, “because that’s just really cool that we all get to be happy about our performances and celebrate together and share the same joy.”
The event featured a keynote lecture by Harvard University professor of mathematics Lauren Williams on the “Combinatorics of Hopping Particles;” talks by Po-Shen Loh, professor of math at Carnegie Mellon University, and Maria Klawe, president of Math for America; and a musical performance by the MIT Logarhythms. Last year’s winner, Jessica Wan, volunteered as a proctor. Now a first-year at MIT, Wan won MP4G in 2022 and 2019. Alumna and doctoral candidate Nitya Mani was on hand to note, during her speech at the awards ceremony, how much bigger the event has grown over the years.
The day before the competition, attendees gathered to attend campus tours, icebreaker events, and networking sessions around MIT, at the Boston Marriott Cambridge, and at Kresge Auditorium, where the awards ceremony took place. Contestants also met MP4G alumnae at the Women in STEM Ask Me Anything event.
Math Community and Outreach Officer Michael King described the event as a “virtuous circle” where alumni return to encourage participants and help to keep the event running. “It’s good for MIT, because it attracts top female students from around the country. The atmosphere, with hundreds of girls excited about math and supported by their families, was wonderful. I thought to myself, ‘This is possible, to have rooms of math people that aren’t 80 percent men.’ The more women in math, the more role models. This is what inspires people to enter a discipline. MP4G creates a community of role models.”
Chris Peterson SM ’13, director of communications and special projects at MIT Admissions and Student Financial Services, agrees. “Everyone sees and appreciates the competitive function that Math Prize performs to identify and celebrate these highly talented young mathematicians. What’s less visible, but equally or even more important, is the crucial community role it plays as an affinity community to build relationships and a sense of belonging among these young women that will follow and empower them through the rest of their education and careers.”
Petersen also discussed life at MIT and the admissions process at the Art of Problem Solving’s recent free MIT Math Jam, as he has annually for the past decade. He was joined by MIT Math doctoral candidate Evan Chen ’18, a former deputy leader of the USA International Math Olympiad team.
Many alumnae returned to MIT to participate in a panel for attendees and their parents. For one panelist, MP4G is a family affair. Sheela Devadas, MP4G ’10 and ’11, is the sister of electrical engineering and computer science doctoral candidate and fellow MP4G alum Lalita; their mother, Sulochana, is MP4G’s program administrator.
“One of the goals of MP4G is to inspire young mathematicians,” says Devadas. “Although it is a competition, there is a lot of camaraderie between the contestants as well, and opportunities to meet both current undergraduate STEM majors and older role models who have pursued math-based careers. This aligned with my experience at MIT as a math major, where the atmosphere felt both competitive and collaborative in a way that inspired us.”
“There are many structural barriers and interpersonal issues facing women in STEM-oriented careers,” she adds. “One issue that is sometimes overlooked, which I have sometimes run into, is that both in school and in the workplace, it can be challenging to get your peers to respect your mathematical skill rather than pressuring you to take on tasks like note-taking or scheduling that are seen as more ‘female’ (though those tasks are also valuable and necessary).”
Another panelist, Jennifer Xiong ’23, talked about her time at MP4G, MIT, and her current role as a pharmaceutical researcher at Moderna.
“MP4G is what made me want to attend MIT, where I met my first MIT friend,” she says. Later, as an MIT student, she volunteered with MP4G to help her stay connected with the program. “MP4G is exciting because it brings together young girls who are interested in solving hard problems, to MIT campus, where they can build community and foster their interests in math.”
Volunteer Ranu Boppana ’87, the wife of MP4G founding director and MIT Math Research Affiliate Ravi Boppana PhD ’86, appreciates watching how this program has helped inspire women to pursue STEM education. “I’m most struck by the fact that MIT is now gender-balanced for undergraduates, but also impressed with what a more diverse place it is in every way.”
The Boppanas were inspired to found MP4G because their daughter was a mathlete in middle school and high school, and often the only girl in many regional competitions. “Ravi realized that the girls needed a community of their own, and role models to help them visualize seeing themselves in STEM.”
“Each year, the best part of MP4G is seeing the girls create wonderful networks for themselves, as some are often the only girls they know interested in math at home. This event is also such a fabulous introduction to MIT for them. I think this event helps MIT recruit the most mathematically talented girls in the country.”
Ravi also recently created the YouTube channel Boppana Math, geared toward high school students. “My goal is to create videos that are accessible to bright high school students, such as the participants in the Math Prize for Girls,” says Ravi. “My most recent video, ‘Hypergraphs and Acute Triangles,’ won an Honorable Mention at this year’s Summer of Math Exposition.”
The full list of winners is posted on the Art of Problem Solving website. The top 45 students are invited to take the 2024 Math Prize for Girls Olympiad at their schools. Canada/USA Mathcamp also provides $500 merit scholarships to the top 35 MP4G students who enroll in its summer program. This reflects a $250 increase to the scholarships. Applications to compete in next year’s MP4G will open in March 2025.