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FAU Receives NSF Grant to Prepare Future AI, Robotics Workforce

FAU engineering researchers have received a $500,000 NSF grant to integrate AI, digital twins and robotics experimentation, advancing research and training in intelligent systems.

Oct 22 • 8:00 AM EDT • Science • fau.edu

New Richland Lab Could Transform How Scientists Study Microbes and Boost Regional Jobs

The BriefGroundbreaking held Tuesday: PNNL officially began construction on the M2PC lab, a 30,800-square-foot facility funded by the U.S. Department of Energy's Office of Science that will study soil microbes to improve crop productivity and develop new biotechnology applications. The facility will be open to researchers from around the nation and the world.Research timelines could shrink dramatically: The facility's automation and AI capabilities could reduce experiments that currently take six months to just 72 hours, allowing scientists to explore more possibilities faster than ever before.New jobs coming to the Tri-Cities: The project is expected to create positions for automation engineers, AI experts, roboticists, technicians, and skilled craftspeople, with the facility opening in 2029.RICHLAND, Wash. — Pacific Northwest National Laboratory broke ground Tuesday on a first-of-its-kind facility that could accelerate scientific discoveries about the microscopic organisms living in soil—organisms that may hold the key to growing more food and developing new energy technologies.The Microbial Molecular Phenotyping Capability, or M2PC, represents a significant investment in automation and artificial intelligence to speed up research that traditionally takes years to complete. The 30,800-square-foot facility will house more than 100 connected automated instruments designed to study microbes at a pace and scale never before possible.Reshaping Agriculture's FutureThe M2PC facility will not put a new tool directly into a farmer's hands tomorrow morning, but it is actively reshaping the commercial pipeline to solve agriculture's biggest headache with biologicals: inconsistent field performance. For years, PNNL researchers have explored how microbes work and how they might help produce useful materials, advance energy technologies, and address challenges involving critical materials and minerals. But those experiments have been limited by what researchers could accomplish by hand."They can be used to provide nutrients to a plant so that the plant would grow more. So, like increasing your crop productivity, for example," said Douglas Mans, PNNL's Associate Laboratory Director for Integrated Discovery Sciences.PNNL's own research shows soil microbes can help plants access nutrients and withstand drought—benefits that could prove crucial as farmers face growing environmental pressures. The M2PC facility will allow scientists to identify and optimize useful microbes faster than ever before, accelerating the development of biological solutions that actually work consistently in the field.What Makes M2PC UniqueThe Microbial Molecular Phenotyping Capability differs from traditional research labs because it operates as a first-of-its-kind, AI-enabled autonomous laboratory designed to shrink experimental timelines from years down to months or weeks. The M2PC lab will connect more than 100 automated instruments to grow microbes, prepare samples, measure their behavior, and link observations to the molecular processes behind them. Artificial intelligence will help analyze results and guide the next experiments, allowing scientists to explore more questions faster.Deb Gracio, PNNL Director, emphasized the transformative potential during Tuesday's groundbreaking ceremony: "Research that has taken years will become possible in months and hopefully in weeks."That acceleration is already being demonstrated. PNNL's smaller automated lab, called the Anaerobic Microbial Phenotyping Platform or AMP2, completed three experimental cycles in just 72 hours—a process that normally would have taken about six months."That normally would have taken us about six months … and we were able to do that in 72 hours," Mans said.The AMP2 laboratory is not being closed or replaced. Instead, the current 1,800-square-foot laboratory serves as an active prototype and precursor for the much larger M2PC facility. AMP2 will continue operating as a separate lab designed to run anaerobic experiments—those conducted in the absence of oxygen—while M2PC will focus on aerobic research.Broader Applications Beyond AgricultureWhile improving crop productivity is one important application, the M2PC facility is designed to support research into multiple areas critical to national priorities. The lab will advance research into biofuels, manufacturing materials, and energy technologies. It will also help researchers understand how microbes respond to environmental changes and how to design biological systems for biotechnology applications.As a flagship component of the Department of Energy's Genesis Mission, M2PC represents a significant investment in using artificial intelligence and automation to accelerate U.S. scientific discovery. Dorothy Koch, Associate Director of the DOE Office of Science Biological and Environmental Research program, highlighted the facility's importance during the groundbreaking."M2PC will accelerate biological discovery and design," Koch said, noting that the facility is expected to conduct a minimum of 500 strain experiments per week, 100 microbiome experiments per week, and take a million measurements per month.Economic Opportunity for the RegionBeyond the scientific breakthroughs, the M2PC project represents significant economic opportunity for the Tri-Cities region. The facility will require hiring automation engineers, AI experts, technicians skilled in operating robotics, and specialized craftspeople to build and maintain the sophisticated equipment."We're anticipating that type of hiring," Mans said when asked about job creation.PNNL has already begun recruiting talent nationally and internationally for positions related to the smaller AMP2 lab, bringing automation engineers from cities like Boston and San Francisco to work in the region. The M2PC facility is expected to accelerate that trend."This capability won't really exist anywhere else in the world," Mans said, suggesting the facility could become a draw for scientific talent seeking to work on cutting-edge biotechnology research.Timeline and Next StepsThe M2PC facility is expected to open in 2029. Between now and then, construction crews will level and prepare the ground, while the building takes shape. Simultaneously, Ginkgo Bio Works, the automation contractor, will build the facility's automation components off-site so they can be installed as the building is completed.In the interim, PNNL researchers and the broader scientific community will begin planning the first experiments to be conducted in the facility, ensuring research is lined up and ready to begin as soon as the doors open.The groundbreaking ceremony included representatives from the Department of Energy, PNNL leadership, and elected officials at the federal, state, and local levels, underscoring the project's significance to the region and the nation's biotechnology future. News The U.S. Department of Energy Secretary tours Pacific Northwest National Laboratory Dan Hanson, Apple Valley News Now News Beyond DNA: Scientists Explore New Frontiers in Biology Research Dan Hanson, Apple Valley News Now News TRIDEC optimistic that Hanford, PNNL will see funding in national budget Robert Desaulniers News Big picture science: monitoring the Yakima River Basin News PNNL research could shape the future of fighting fentanyl ​COPYRIGHT 2026 BY APPLE VALLEY NEWS NOW. ALL RIGHTS RESERVED. THIS MATERIAL MAY NOT BE PUBLISHED, BROADCAST, REWRITTEN OR REDISTRIBUTED.

Oct 20 • 7:44 PM EDT • Science • applevalleynewsnow.com

Sundar Pichai: Google’s Frontier Imperative, Compute Scarcity Dilemmas, Future AI Products and Businesses

Alphabet CEO Sundar Pichai has little patience for doubts about Google’s willingness or capacity to compete at the frontier of AI. His company’s latest Gemini 4 Argon model — long-promised and recently delivered — beats OpenAI and Anthropic’s latest public models on coding, math, science, and knowledge-work benchmarks and has placed Google’s AI back among the world’s best. Amid chatter that Google was fine with good-enough lightweight ‘Flash’ models, Pichai pushed back hard against any suggestion that company is limiting its research ambitions. “We won’t do it any other way,” he told me in a Big Technology Podcast interview recorded this week at Google’s Mountain View headquarters. Pursuing cutting-edge research is costly for Google, requiring compute and chips that otherwise could be sold at a high markup by its cloud business. But Pichai said allocating resources to frontier AI development is “ground zero” for Google. “Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development,” Pichai told me. In our conversation, we discussed Argon (which Pichai says processed three times as many tokens as Gemini 3 in the 72 hours after launch), AI’s role in developing better models, the AI interface of the future, competition with OpenAI, Google’s partnerships with Anthropic and Apple, data centers in space, and the nature of his optimism. You can read the full conversation, lightly edited for length and clarity, below, or listen to it on Apple Podcasts, Spotify, YouTube, or your podcast app of choice. Alex Kantrowitz: Google is back at the frontier with Gemini 4 Argon, which beats OpenAI’s and Anthropic’s public models on benchmarks spanning coding, math, science, and knowledge work. The conventional wisdom was that Google had given up on the frontier to focus on fast, good-enough models for its products. That was wrong? Sundar Pichai: Very wrong. Look, we are so committed to being at the frontier. It’s in our DNA. We won’t do it any other way. We’ve been thinking about the AI frontier for well over a decade now. The frontier is very dynamic. It’s very competitive. It’s very exciting. I couldn’t be more pleased with how Argon has come together. We took our time with it. We made sure we tested it safely and deployed it carefully. We took a bit longer than our other models, given its capabilities. Across the board, be it for agentic work, knowledge work, coding, creative tasks, Argon is one of the really good frontier models. The first 72 hours since we launched, it’s almost up to 25 trillion tokens used, which is about three times what Gemini 3.0 had in the first 72 hours. And we are capacity constrained as we are serving it. Excited, but there are always areas….. You know, the frontier is very dynamic, and you have to keep evolving the models. There are areas which we can see we need to improve as well. We’ll be at work on all of that as well. Which areas? On any given model, Argon would be across the board better at everything if you just look even two months back. But the space is so evolving. Even on coding, for example, there are pockets where we know we need to do better, and there’s clear feedback. We’ll make it better. The argument for standard models is that they’re already good enough to build great products, with the frontier valuable only for certain tasks. Meta built Muse with good models rather than the best, and Google could put standard models into Maps, Gmail, and Search. Why isn’t that sufficient? It’s definitely not how I have thought about it at all. We are deeply committed to driving the state of the art and actually pushing where this technology can go, all the way from transformers. That’s a journey we’ve been on. You will see us continue to do that. When you’re at the frontier, you get an earlier look into the emerging capabilities, earlier than others, which helps you better prepare for the future. We are fortunate to have a wide set of opportunities across consumer and enterprise. Some of our cloud customers, for sure, want the model at the frontier. The frontier models will be better at developing the next set of models in an era of recursive self-improvement. I would argue it matters there. Internally, we have definitely seen a steep point of inflection by deploying Argon to our developers. It definitely tackles problems which our previous models could not do. Being at the frontier puts you at the innovation frontier and helps you drive that as well. There is room for models of all sizes and capabilities. That’s why we did Flash, Flash-Lite, etc. I agree with you that you can develop very good product experiences with not necessarily the most frontier model, because they tend to be slower and more expensive too. But we care about the Pareto frontier, and we’re committed to doing all of that. You said developing frontier models gives you a look at what’s coming. What do you see on the horizon? What makes this moment so exciting is you build something which you think is a culmination of months of work, and you put it out. You already see clear headroom ahead. We’ve all been working on these agentic, long-horizon capabilities, but clearly the frontier is going to have multiple of these agents working together to do things. That’s an example of an exciting paradigm underway. It’s also clear to me that users, both in consumer and enterprise, will have access to some multi-agent framework for them, working all the time doing things. It feels like a moment of infinite possibilities. Sergey Brin said one of Argon’s core innovations was relying more on the model to help develop the model. Yet incidents involving OpenAI’s bots breaking containment and Google’s bots accessing a site they shouldn’t have suggest these systems still aren’t perfectly aligned. Isn’t there reasonable cause for concern about accelerating toward recursive self-improvement? There are three parts to your question. Let’s first talk about RSI itself. You’re right, Sergey mentioned RSI being a critical contributor as we are developing Argon. But to be very clear, today, in a continuum, we are pretty far from the end state of RSI or something like that. The right way to describe it is you have RSI loops along with AI researchers in various aspects of model development. You almost have agents helping AI researchers in some automated way work together to build these models. It’s good to at least understand where we are today, and it’s super exciting. I expect that continuum to keep making progress as we go into next year. The second question is around safety. Security comes from defense in depth. You’re talking about alignment, obviously. We all are doing a lot of work to make sure the models are as aligned as possible. But it’s an active area of research, and there are clear gaps. That’s not the only thing we rely on. You have the work you do on alignment, but beyond that, we put a lot of effort into real-time monitoring as these models are working. Making sure you have good telemetry into what’s happening so that you can intervene in real time if you see unexpected behaviors. How you do that, the architecture with which you do that, how you make sure it’s all sandboxed and isolated in a way that it can continue doing its job during real-time monitoring — these are all areas of investment. Obviously, when we deploy these models, giving customers, enterprises, control, both with real-time monitoring, but their ability to decide where they deploy, what type of data which models ever have access to, etc. All that work is very, very important, and we are doing a lot of that. As an industry, we need to constantly up our game and take the time to do all this stuff, including dedicating the compute required to make sure you can safely deploy these models. The third part is: Is it all enough? This is why there are a lot of conversations in the industry, and I think it’s reasonable to be worried. The right way to approach something you worry about is early on thinking about what more we can do. As an industry, you’re definitely seeing increased levels of work on alignment, testing for safety, etc., as we deploy these models. The next step would be developing better standards so there are cross-industry standards of how we do these things, including the ability to evaluate using independent evaluators. If you look at areas like financial controls, we have accounting standards, we have independent auditors. Those are all the next natural steps for us as an industry to work toward, and regulation will end up playing a role as we go through all of that as well. Google pursues both language models and world models, while some other AI companies like OpenAI have focused more heavily on LLMs as the path to AGI. Why is world-model research important to you? As humans, you obviously perceive the world around you, and you’re taking all those inputs. Making sure these models are able to understand the laws of physics, simulate the world in high fidelity. All that, I think, are key enabling blocks for intelligence. We are working across all possible applications of this. Take an area like robotics. It’s not an accident: If you look at embodied reasoning benchmarks, Argon is state of the art. That all comes from our experience building world models. Inherently, I would expect there will be architectures which will converge all of this in the future. But for us, we view this as, today, this jagged frontier that is intelligence. We want to be at the frontier of all the possible approaches, and that will help us both drive better research, better insights, and develop a much better AGI model, is how we think about it. Some people argue Google should focus on selling its computing resources rather than using them for AI research. Cloud wants to sell compute at a high markup, while researchers need a very big computer to build the best models. How do you balance those demands? Ground zero for us is making sure we are investing in the compute that’s needed to be at the AI frontier. In 2015, I set the company to be AI-first. AI is that key horizontal ingredient across everything we do, all the way from Search to Cloud to Waymo. That is ground zero for us, making sure both for research and developing the models that we have enough compute needed. Beyond that, we have these independent businesses which each have their own long-range plans. They’re using those long-range plans to project forward, and we plan for compute for all of them. The cloud team, they have a business and they have a projection and they have demand signals. They have committed contracts. With that help, we can plan on a long-term compute trajectory for them. We’re fortunate to have this wide set of opportunities. There’s no company in the world which isn’t making trade-offs at any given moment in time. But the first principles we operate on is making sure we have enough compute to invest in the frontier, and that’s non-negotiable, and everything else works on top. Remember, we are building our own compute, our own data centers. There are long lead times. The compute we have today is a function of decisions I made in 2024. Even if you think back to a year from today, last year the agentic coding takeoff hadn’t happened. Today, obviously, when you sit and look at anything, everyone is short—not just us, other companies—and everyone wishes you had two times what you had planned for. That comes with the territory. At any given moment in time, we are planning for what we would need two to three years out in the future. You’re going to find some decisions you make may look suboptimal two years out, depending on where the state of the art is. I don’t spend too much time thinking about it. The way I think about compute allocation is making sure Google DeepMind, both for research and frontier model development, is cutting edge in terms of compute access. After that, we plan for all our businesses. It’s great we can provide our compute to other people too, like we have done. It allows us to scale that up, get real tests for it in the widest application set possible, test it in the real world, and make sure we are at the cutting edge of technology at every layer of our AI stack as well. Ben Horowitz relayed on a podcast that Andy Jassy had said compute was sold out until 2028. Are you seeing the same thing? If today a customer is coming out and asking us for compute in ’27, that is incredibly difficult to do. Even last year we went out and leased some short-term compute to accommodate some customers and help them out. But yes, we are all dealing with similar timelines. Every major technology shift seems to involve overbuilding, from railroads to fiber. Do you think that’s happening here? It depends on the time frames you’re looking at. This level of build, if I take a long enough time frame, it makes complete sense to me. We are at early stages of the most consequential technology ever, and this is not like fiber. It’s not dark. We are using it. We are capacity constrained on a daily basis. The applications, the underlying technology is improving rapidly. But running a company, the way I work through the moment is you look at your demand signals. You look at your committed revenue opportunities that you’re getting in the form of contracts. You balance that with the underlying technical capability, or internally you balance how we are using it internally, the model trajectories. Based on all that, you take a disciplined approach—a confident, aggressive, but disciplined approach—to plan out compute. But when you talk about the broader economy as a whole, you’re having people operate with various levels of risk. I focus on what I can control as a company and plan through it. If your question is, can there be an overbuild? Yes, because you can have some constrained components. Remember, what matters is a set of everything you need to build out that compute. Memory, electricity, electricians…. Land. Like 2,000 components or more. You could get constrained at some point. There could be things which cause bottlenecks, and then you could have overbuilds. There could be external shocks to the economy. There are macro risks. All that is possible at any given time. But am I confident that the compute we are planning for, we will have uses for it given enough time? Absolutely, yes. I was in the room when you said AI would be as profound as fire and electricity. If you believe that, shouldn’t you give researchers the biggest possible computer, even at the expense of today’s cloud profits? We’re all doing some form of that. Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development. What you’re seeing is true already. But you want to be thoughtful. Even our AI researchers have some constraints, which are also good. That’s what inspires creativity. That’s what helps you come up with a more efficient algorithmic breakthrough, maybe to use less memory. What we are committed to is to invest what’s needed to stay at the frontier. OpenAI President Greg Brockman told me a few months ago that the ideal AI product might have no interface at all—just as natural as conversation. What do you think the interface looks like in the age of AI? Computing historically has been humans adapting to computing. With AI, it’ll be the other way around. The technology will adapt seamlessly to how humans live and go about their day-to-day life. You want to be able to speak to that AI when you want to. It has context. It can be persistently running somewhere, give you continuity. You’re not dealing with a lot of complexity. It’s natural. All that makes sense to me. That doesn’t mean it won’t have any interface, however. Nowadays, even on my phone, Gemini voice models are so good. I can just press the microphone button. I can just ramble. That’s why we call it Rambler. I can ramble. It intelligently corrects with my personal context. Even my friends’ names, weird names, it gets it right, even if it first guesses it wrong. It’s amazing. I’m not going in, backspacing, editing once I finish saying it. It’s remarkable how good it’s gotten. But there are going to be moments you will need an interface. You may want to entertain yourself. You may want to watch a video. You may ask your AI to create something, and you want to watch it, consume it. The way I think about it is, you want it to be as seamless and as natural as possible, and that you are not doing the hard work adapting to whatever the interface is. The technology is adapting to how you’re working at any given moment in time. When I asked Sam Altman about competition from Google, he argued that OpenAI was building AI-native products and implied Google was bolting AI onto existing ones. Do you accept that framing, and can a “bolt-on” compete with an AI-native product? First of all, it’s a very dynamic moment. We are all pushing each other. OpenAI has pushed us as a company too. This is not just we are doing something to them. Far from it. Yes, Google went into its own version of a code red too. In the AI moment, all of us have to respond with varying levels of urgency at any given moment in time. We are constantly building new products as well. Gemini was built from the ground up as a product—the Gemini app I’m talking about. Or tomorrow, as all of us are adapting to agents, are you bolting agents onto ChatGPT, or are they building it natively? How would you think about that? You can always put these questions back. I don’t think of it that way. I think of it as you want to build world-class product experiences that are AI-native and they are winning. Some of it is adapting products, some of it is rethinking new experiences. They will all be part of how you approach this moment. How do you expect to make money from these AI interfaces? If an agent recommends a product and I buy it, should it take a cut of the sale, even if that’s disclosed? I’m going to put enterprise aside. Consumers are going to increasingly value this technology. Take software developers today. Developers are willing to pay for these coding models because it really helps make them more productive. Nobody would want to code the way they were coding three years ago, or even the same time last year. When you’re delivering value, there’s value to be had. I’ve never seen examples where consumer products really scale to billions of users, where people are using it intensely, and haven’t had monetization to go along with it. If you’re providing value to people, there is inherent value to be had. The nature of it may change. You’re asking a scenario in which agents are doing stuff for you. At the end of the day, you will have commercial needs. The agents need to fulfill those commercial needs. The providers on the other side are going to see value in that. There’s going to be some mechanism by which it gets fleshed out. That’s what an efficient system does. But what matters is that you’re building those world-class consumer experiences. I promised myself one product feature request: Can you make Gemini-powered search in Gmail as good as searching Gmail through ChatGPT? What’s going on here? One of the exciting things we announced recently is the unified Gemini agent for enterprise, and we’re bringing that to consumers. These are persistent agents which run 24/7 in the cloud. We’re spinning up a micro VM effectively for every query, and from the runtime, the harness, the model—it’s all a headless service. It’ll work everywhere, and it has your context with you. You can address this agent whether you’re in Workspace, in Search, in Gemini. Agents are going to drive this unification from a customer experience, which people are looking for. When you have a broad product portfolio and you’re moving forward fast, there are always areas where you’re moving forward faster than some other areas. That’s valid feedback. But we are putting a lot of time and effort into making sure, as we build out our agentic experience, that unification and that capability works well across all these services. People have asked where Google’s equivalent of Muse or Dots is. Do you anticipate creating a new product to compete with them? Our goal with Gemini is to be a personal, proactive, and powerful assistant. That’s what we are working toward. You saw us describe the early versions of it at Google I/O this year with Spark. Effectively, already, if you open the Gemini app as a Pro or an Ultra user, you see Chat and Task, and they start giving you that agentic experience. With Argon now, that capability is dramatically accelerated. What we announced recently in our enterprise event, we are bringing that to consumers as well. Soon in Gemini, you will be able to ask something, and it’s a continuum. You don’t need to think about whether you’re asking a chat or an agentic task. It’ll just automatically do the right thing, and it can work persistently in the background securely and get things done for you. Already, empirically, when I look at what’s coming into Gemini in our app, last year you would have tagged them and most of them would have been chats. But a steadily growing percentage is already agentic tasks in Gemini. Yes, we are going to bring personal agents to our consumers. It’ll work in the Gemini app. It’ll work in Google Search. It’ll work in Gmail. You can address it, call it, etc. We want to make sure we’re getting it right. It’ll be powered by Argon, and we are very excited to bring it to our users. Google has invested and committed tens of billions of dollars to Anthropic. What do you see in Dario Amodei that makes you want such a deep investment and partnership? Very early on, when we looked at the founding team of Anthropic, it was very clear to us this was a world-class team which was involved in some of the earliest GPT models. We were quickly able to assess that they would be at the frontier. We’ve always tried to identify and partner with companies which would be at the cutting edge of technology. We’ve done that with SpaceX. We’ve done that with Anthropic. That’s what we saw, and we had a chance to partner. Is your partnership with Apple to license Gemini for Siri expanding, contracting, or standing still? For both us and Apple, that partnership was about translating the capabilities of AI into better experiences for users. I thought Apple has done a phenomenal job of incorporating—they customize these models and build it into Siri—and it’s been great to see the reception. We are committed to doing more. You’re going to do more with them? There’s nothing specific to comment, but it’s a partnership. It’s working well. What have you learned so far about the feasibility of data centers in space? It’s a very exciting project. Projects like this remind me—I still recall that moment in the desert for the DARPA Grand Challenge, watching the Stanley car compete in it, which ended up being the basis for Waymo. With all these technologies, you’re at a moment in time where it looks a bit like sci-fi, but 10 to 20 years down the line, it’s actually working in a meaningful way. I feel the same in space. We’ve always believed in betting big on these technologies. Quantum has been a great example of it. We’re probably 10 years into the journey. Waymo, we are almost 20 years into the journey. Space, we are two to three years into the journey. It’s clear to me that it’s an approach which will make a lot of sense in the future. Being in sub-synchronous orbits with 24/7 access to the most abundant form of energy we have access to will make a lot of sense for this exponential increase in compute that we are going to need. Having said that, this is a challenging project. The team has disciplined milestones. It was a super exciting milestone to send the TPUs up to space. Sometime, as we are speaking, we are expecting a “hello world” moment from them. I look forward to seeing that happen, and we’ll continue investing here too. You previously said 25% of the code written within Google was written by AI. What’s the number today? That number in our world today is meaningless in the sense that every part of what we now touch is influenced by AI deeply. What we are tracking with Argon, for example, it’s been a point of inflection. People are using Argon to really go tackle complex projects, including projects which affect millions of lines of code. In the four weeks since we have launched Argon, we have seen a 30% increase in CLs, and more importantly, almost a similar increase—a one-third decrease in rollbacks. People are writing code more productively and better code with it. We are tracking it with newer metrics now. How are you dealing with opposition to data centers? If you can’t build in the U.S. the way you want to, where else do you go? We’re very committed to building our data centers very responsibly. When I look at our largest data centers in some of the communities where we have been the longest, I visit them, I talk to people. There are people who come and tell us their kids have gone to college because of our investments in these communities, and we’ve grown in those communities. To me, this is about doing it right. Engaging with the communities early, doing it transparently. We are committed to making sure we are bringing incremental power, and we cover 100% of the cost of our power needs for these projects. It’s understanding the impact on neighborhoods and making sure you’re working thoroughly to address them. Done rightly, you can continue making progress. But we are constantly taking feedback into account. I do worry not everyone operates the same way. People have been surprised by data centers showing up in their backyard. Those are all important. As an industry, we should continue to do better. But part of the reason, in a 20-year time frame, we are thinking about things like data centers in space is making sure we are able to put these data centers where maybe the trade-offs will be different. What unproven area of AI is Google working hardest to crack? Is it continual learning—getting models to keep updating after release—or something else? There are multiple parallel paths. You saw with Argon we have a million output tokens. With our Gemini models early on, we had a one-million context window on the input side. These are all examples of breakthroughs we are constantly working on. How do you think about synthetic data? How do you think about continual learning? How do you think about more efficient architectures? We do dedicate a meaningful percentage of our compute to these research bets too. It always goes hand in hand, including our world models. Those are all bets we are placing. Sometimes, as part of these bets, there are ideas that emerge which just make their way into the mainline models. Maybe we don’t fully talk about it, but we have multiple steps in these areas. Working in technology requires optimism that building something will improve the world, but those bets can leave real consequences when they fail. I recently returned to a town in El Salvador where enthusiasm for Bitcoin had given way to unfinished construction and something resembling a ghost town. How do you maintain the optimism you spoke about in your Stanford commencement address while accounting for those risks? I genuinely have a deep conviction that improving technology and improving access to technology makes people’s lives better. It’s been my personal experience in my life, out of which comes that deep conviction, optimism. But with that, I’ve always felt humanity’s journey is always about working hard to harness that technology to make it work well for society. The optimism is not an optimism that you just build whatever you want, whenever. You work hard to make sure you’re building technology in the service of humanity, to make the human condition better. That’s got to be the defining goal as we are approaching it. With that framework, I’m very, very optimistic. We are in very early stages of the kind of progress that we are going to see on many areas. We’re all talking about areas like healthcare. A lot of the progress is ahead. The ability to make things in a fundamentally cheaper way on many things where things have been getting expensive for a long, long time, discovering new materials, etc., which really bend the curve—it’s tough to step today and understand the impact of all that, but they’re going to be very profound. I’m very optimistic, but we have to be rightfully concerned about all the ways this technology can go wrong. Sundar, I know you don’t do many of these. Thank you. Thanks, Alex. Appreciate it.

Oct 20 • 1:47 PM EDT • Technology • bigtechnology.com

Great Lakes Science Center’s Robotics Initiative receives $1 million gift

A $1 million endowment from the Thomas F. Peterson Jr. Charitable Trust will fund robotics education and 3-D printed prosthetics for those in need.

Oct 20 • 11:24 AM EDT • Science • cleveland.com

A Delivery Robot Caught My Eye in Miami. Here's What It Revealed About the Future of Business

Delivery robots reveal how AI-driven innovation can transform customer experiences, unlock revenue opportunities, and help businesses grow.

Oct 20 • 10:00 AM EDT • Business • inc.com

Advanced materials firm founded by LANL veteran moves into Nambé facility

Discovery 2 Scale is working with AI to develop new materials for national security applications and using robotics to test and manufacture them.

Oct 19 • 9:30 PM EDT • Business • santafenewmexican.com

Great Lakes Science Center receives a $1M donation towards its robotics program

Oct 19 • 4:00 PM EDT • Science • wkyc.com

Hundreds of Families Turn Out for Celebrate Science Indiana Festival

The October 10th event allowed children and parents the opportunity to conduct science experiments, learn about robotics, and more. The 15th annual Celebrate Science Indiana Festival brought together ...

Oct 18 • 1:00 PM EDT • Science • yahoo.com

Hundreds of Families Turn Out for Celebrate Science Indiana Festival

The October 10th event allowed children and parents the opportunity to conduct science experiments, learn about robotics, and more. The 15th annual Celebrate Science Indiana Festival brought together thousands of students, families, educators, and science enthusiasts to the Indiana State Fairgrounds for a day of hands-on learning and exploration. Organized by the Science Education Foundation […]

Oct 18 • 1:00 PM EDT • Science • wishtv.com

AI, Robots, and Jobs: Why Gardeners May Still Be Safe

Anthropic's robotics research puts more hands-on jobs in AI's path. But messy tasks such as gardening remain hard to automate.

Oct 17 • 10:00 AM EDT • Business • businessinsider.com

Rivian CEO RJ Scaringe Says Physical AI Will Have Its ‘Science Fiction’ Moment by 2030

Speaking at the Inc. 5000 Conference & Gala, Scaringe said that transformative changes in robotics are set to happen soon.

Oct 16 • 3:00 PM EDT • Science • inc-1-smart-business-story.beehiiv.com

Robots could boost US manufacturing as America races to keep pace with China, expert says

A Path Robotics executive told FOX Business that automation will be critical to expanding U.S. manufacturing as worker shortages persist and China moves faster to adopt robotics.

Oct 16 • 11:13 AM EDT • Business • foxbusiness.com

Rivian CEO RJ Scaringe Says Physical AI Will Have Its 'Science Fiction' Moment by 2030

Speaking at the Inc. 5000 Conference & Gala, Scaringe said that transformative changes in robotics are set to happen soon.

Oct 15 • 1:54 PM EDT • Science • inc.com

HOW I GOT STARTED: Jim Brooker

Owner of Starlight MFG Solutions in Fulton was vice president at Otis Technology in Phoenix — until the company closed locally. He then decided to open his own shop. “We are pretty much doubling in size each year so far,” he says By Stefan Yablonski Q: When did you start this business” A: I started Starlight MFG Solutions LLC while I was working at another government contractor. I was vice president of engineering at Otis Technology at their Phoenix location until they closed that facility due to a shift in business at the end of 2023. While at Otis, I was also working on Starlight on a part-time basis. I gained a lot of exposure to a lot of different equipment. That is the kind of service we provided to Otis when we were a part of them. Now we have spun that whole concept off here. Q: How would you describe it? A: It’s a manufacturing engineering firm specializing in custom automation to serve as an outsourced engineering support for companies that need additional resources. I want to make it a sustainable business that can partner with local manufacturers to help them. Q: What is your background; did you go to college with this in mind? A: I am a graduate of Rochester Institute of Technology with both a bachelor’s and master’s degree. My B.S. from RIT was in manufacturing engineering technology and my MS from RIT was in manufacturing and mechanical systems integration with a minor in business. Q: Why this type of business? A: I identified a large gap in the market for companies that needed small to medium help with manufacturing projects. Q: What services do you offer? A: We are focusing more on manufacturing. We do a lot of robotics, we do laser marking, we do filling — pretty much anything that the customer needs. Q: Have you seen any growth since you started? A: Yes. We have been growing ever since the company started. Our specialties include robotics, vision inspection and guidance, rotary-indexing workcells, dispense systems, laser marking, machine tending and more. We provide support to companies that need additional resources. We moved to a facility in Fulton about a year and a half ago. We are leasing our space in Fulton — the former NET & Die facility. We bought our own equipment, we are leasing the space. We have been operating here since early 2024. Q: You’re ready to take on bigger jobs? A: We want to stay in the small to medium size market where the large players don’t want to play. That is kind of where we found our niche. We are expanding regionally to take on more of those projects. My customers are relatively small business. They don’t have in-house automation; engineering and development teams are not feasible. Q: Business has been doing well? A: I am pretty satisfied about where we are at. We are definitely growing year to year. We are pretty much doubling in size each year so far. We are self-sustaining. Q: How busy are you on any given day? A: How busy? That’s kind of relative. We average between three and five projects going on in the shop at any time. We have a backlog that is manageable. We have seen a great demand for laser marking. The work is very relationship-driven. Much of it is based on referrals from other customers. Q: So, you must have a pretty big staff? A: No. I have just one other full-time person, a colleague from Otis. I bring in other people as the projects dictate. I handle sales and the overall operation of the manufacturing processes. We use outside sources for some work. We aren’t afraid to take on the other jobs — but we are filling our niche pretty well. Q: Do you get tired? A: I don’t get tired, no not really. Before this I ran a facility in Phoenix for 12 years. I enjoy solving problems and that part of the job is still my favorite. I have a supportive family life at home that definitely helps a lot. I just love the challenge of it. Q: Do you still live in the area? A: Yes. I live in Phoenix, town of Lysander. Q: What is the biggest job you’ve done? A: We have done some that were pretty good size. I don’t want to get into dollar amounts, don’t want to share gross revenue. We try to use locally sourced components. It is just amazing the components you can find that are locally produced.

Oct 14 • 8:23 AM EDT • Business • oswegocountybusiness.com

PROFILE: Ben Sio

New President of CenterState CEO Brings Nearly Two Decades of Experience to Drive CNY Growth By Stefan Yablonski Ben Sio serves as president of the CenterState Corporation for Economic Opportunity — or CenterState CEO. The independent Syracuse-based nonprofit is committed to creating inclusive, equitable and sustainable economic growth in Central New York. “I started in this position in March, so it has been six months. I’m in my 19th year with CenterState,” he said in August. As president, he is responsible for overseeing the organization’s administration and governance, while leading and executing its vision to be an effective advocate, exceptional employer and a force for positive outcomes for the community. He previously served as chief of staff and senior vice president of strategy, policy and planning, overseeing the organization’s long-term strategic planning, consulting, corporate governance, fundraising and development, land-use planning and government relations. In his years with the organization, Sio has led or supported many high-profile strategic initiatives including the creation of the CNY Rising Plan, the launch of the NUAIR Alliance and the region’s UAS strategy, the creation of the Micron-enabled Community Priorities Document and the recently awarded NY Smart I Corridor Tech Hub. “When we decided to split Rob’s [Simpson] role into two positions, he has the CEO title and I got the president title. Rob remains focused on forward looking vision strategy for the organization and I’m more focused on the day-to-day operations,” he explained. “I’m also responsible for building consensus around strategic needs and priorities and managing the change necessary to drive execution. It’s an eventful job. “The experiment that we call CenterState is always evolving and shifting and addressing where we see market demand and market failure. “If we see something in our economy that isn’t going the way we think it should go, then whether it is housing development or workforce development or something else, we are always figuring out how to step into these situations and address those challenges.” “We are the largest ever in terms of staff that we have ever been. We are no longer the 20-person organization we were when we started out many, many years ago,” he said. “There are more day-to-day things to take care of. But also there is just so much happening in the community right now that is pulling CenterState and our expertise in so many directions. I tell people if we were bored and not busy, then I’d be really concerned about what we are doing. But we are not bored. We’ve certainly got our hands full — and that is a good thing.” CenterState has now approximately 63 employees on its staff, according to recent nonprofit database records. It’s involved in myriad programs, ranging from Genius NY, a business accelerator competition for uncrewed systems, IoT and robotics startups, to CenterState Up Start, a collaborative business development program that connects local, service-based businesses and aspiring entrepreneurs to the tools and networks that help them thrive. CNY Guy Through and Through A Central New York guy through and through, Sio was born and raised in Skaneateles. “My mom was a teacher, an art teacher. My father worked for many, many years with National Grid. He was there through the transition from Niagara Mohawk to National Grid,” he said. “Neither of my parents were touched by cutbacks and job loss. But I grew up going through that transition and being concerned that there were rounds of layoffs. My childhood connection to the economy here in Central New York … years ago it was on the decline. There were people that lived here that were concerned about losing their job. They were thinking they lived in a place that didn’t show much promise.” That narrative translated to his generation, he added. “The kids that grew up in the ‘90s in Central New York were very much told, directly or indirectly, by their parents, that they had to go somewhere else to find economic opportunity. That is what I grew up thinking,” he said. “I only went a few miles down Route 20 for college — in Geneva, New York; I graduated from Hobart and William Smith College with a bachelor’s degree in public policy and political science. “I got real interested in regional economies; because what makes regional economy is what makes the economy successful. And when I graduated, I had an opportunity to move to Washington, DC and work down there at a nonprofit doing this work.” However, he decided to stay in Central New York. “I got hired two weeks after I graduated. I got hired by the Greater Syracuse Chamber of Commerce. At the time it was one of two entities doing economic development in Central New York — [the Greater Syracuse Chamber of Commerce and the Metropolitan Development Association] — and it eventually became CenterState CEO,” he said, referring to 2010 merger between the two organizations. During his time at CenterState, Sio has also split time at the Brookings Institution in Washington, D.C., where he supported communities developing export and foreign direct investment (FDI), a long-term cross-border investment where an individual or company from one country buys a lasting stake or control in a business located in another country. The program — known as Global Cities Initiative — was designed to help leaders in major U.S. and international metropolitan areas reorient their local economies toward global markets. “Early on in my tenure at CenterState, we had done a lot of work with the Brookings Institution, just regional planning stuff. We worked with them on developing a regional export plan, to export more products out of Central New York and a larger business plan for the region. They hired me on to help replicate those plans in different parts of the country,”Sio explained. “So, I worked there for three or four years. I worked for CenterState, but I was technically loaned to Brookings for a period of time to help them do this work elsewhere.” Family ties “My wife is Carly. We have been married 14 years. We have two kids, a 3-year-old and a 7-year-old. “With a 3-year-old and a 7-year-old, fun is a relative term these days. We do a lot of hiking. The kids this summer got very interested in waterfalls. We’ve hit every waterfall we could in a short hike — we’ve done Skaneateles and some others.” “I do woodworking and wood turning — it’s a branch of woodworking; you use a wood lathe. My big thing there is making wood bowls. I do that in most of my free time, which is not much,” he quipped. “I like to get into my woodshop and make a bowl and decompress and turn off the rest of the world for a little bit. I usually do it late at night when the house is quiet. It is definitely my escape from the day to day. I make a lot of bowls; all different sizes, all different species of wood. It’s a fun thing to do for me.” He gives away many of his creations. “They are mostly gifts — I don’t really sell them. I really don’t have time to go set up a booth at a fair or craft show. I usually give them away. I donate them to different things. If you are in my periphery, you’ve likely received a salad bowl from me as a gift. I just need to find something to do with all the stuff that I create,” he said. Lifelines Name: Benjamin Sio Position: President, CenterState CEO Birth Date: Not provided Birth place: Syracuse Residence: Westvale Education: Hobart and William Smith Colleges in the Finger Lakes Affiliations: Member of the boards of Skaneateles Festival, Greccio Foundation, Interfaith Works, CNY Community Foundation Personal/family: Married with two kids Hobbies: Woodworking and woodturning

Oct 14 • 8:23 AM EDT • Business • oswegocountybusiness.com

A robotics business is set to be bought with shares priced about 50% above the buyer's Oct. 12 close.

The deal also includes up to $10 million in equity financing; both transactions remain subject to closing conditions, with closings expected by October's end.

Oct 14 • 7:30 AM EDT • Business • stocktitan.net

E3 Robotics Center’s Science Spooktacular Set For Oct. 31

E3 Robotics Center will host its sixth annual Science Spooktacular from 10 a.m. to 4 p.m. Saturday, Oct. 31, at the Elkhart County 4-H Fairgrounds....

Oct 13 • 11:30 AM EDT • Science • inkfreenews.com

AI Agents and the Rise of the Lab-in-the-Loop

Automation and robotics enabled the self-driving lab, but these largely follow pre-defined workflows. In this Q&A, Mark Fish explains how AI agents enable the "Lab-in-the-Loop" approach, which could accelerate life science research.

Oct 13 • 8:00 AM EDT • Science • technologynetworks.com

Renowned Mote Marine Science and Education Center Opens New Aquarium in Sarasota Using Penetron Technology

Situated on a 12-acre site within Nathan Benderson Park in Sarasota, the Mote SEA campus features state-of-the-art STEM teaching labs for biomedical science, microbiology and immunology; marine and coastal ecology; and ocean engineering, AI technology, robotics, and sensor development. These labs provide hands-on learning opportunities for more than 70,000 K–12 students each year from Sarasota and Manatee County schools, as well as schools in nearby counties.

Oct 8 • 12:33 PM EDT • Science • finance.yahoo.com

Free ‘STEAM the Block Party' aims to get DC youth involved in science, tech, arts

Drones, robotics, AI and more: The Steam the Block Party in Southeast D.C. on Friday, Oct. 9, from 10 a.m. to 2 p.m. aims to spark a love of science. Members of the Swaliga Foundation talk with News4’s Molette Green. Performers include UCB.

Oct 7 • 1:44 PM EDT • Science • nbcwashington.com

FireFly Robotics files for Nasdaq direct listing

FireFly Robotics, which makes electric turfgrass harvesters and autonomous golf-course mowers, on Wednesday filed to go public ​through a direct listing.

Oct 7 • 1:20 PM EDT • Business • reuters.com

Robotics Company Advanced Navigation Expands Navigation Technology Manufacturing To Huntsville

It also applies to navigation.

Oct 7 • 7:00 AM EDT • Business • huntsvillebusinessjournal.com

More than 1,000 students explore STEM careers through hands-on experiments at Science Museum

More than 1,000 seventh graders are testing robotics, electricity and virtual reality at Science Museum Oklahoma's Innovation Week.

Oct 6 • 7:15 PM EDT • Science • koco.com

Georgia Tech And Amazon Launch Science Hub For AI, Robotics, And Logistics Research

Georgia Tech and Amazon have launched the Georgia Tech-Amazon Science Hub, expanding a decade-long research relationship between the university and technology company. Amazon will provide funding for joint research projects and community-building initiatives through the new hub.

Oct 4 • 8:34 PM EDT • Science • pulse2.com

America wants to wean itself off Chinese technology. Will the pain pay off?

Seven years after founding a robotics startup in San Francisco, Rajat Bhageria is confronting a daunting new task: building robots without any help from China.

Oct 3 • 12:11 AM EDT • Business • cnn.com

How Biotech AI And Robotics Bridge Bottlenecks To Impact Global Health

While biotech increasingly adopts AI for R&D, manufacturing bottlenecks constrain health innovation. AI and robotics have the potential to unlock health impact globally.

Oct 2 • 2:33 PM EDT • Health • forbes.com

Bishop’s computer science chair says AI is eliminating ‘grunt work’ and reshaping digital jobs

Dr. Russell Butler, chair of Bishop’s University’s Department of Computer Science, says artificial intelligence is increasingly taking over routine digital “grunt work,” changing the skills students and workers may need in the years ahead. Photo courtesy of Bishop’s University. Click here to read our platform! Get local news like this every morning. Subscribe free below. Subscribe Pulse Newsroom Artificial intelligence is already taking over some of the routine digital work once performed by entry-level employees, according to Bishop’s University Computer Science chair Dr. Russell Butler — a shift he believes will make expertise, judgement and the ability to evaluate AI-generated work increasingly important. Butler described the change as automation reaching what he calls the “bottom of the cognitive pyramid” during an interview with The Pulse about AI, university education and the future of digital work. His argument is not that humans are disappearing from the workplace. Instead, he sees their role changing as AI becomes capable of handling more of the repetitive tasks involved in computer-based work. “Everything’s converging on just AI basically doing all the grunt work,” Butler said. The bottom of the cognitive pyramid Butler is from Lennoxville, completed his undergraduate studies at Bishop’s and later earned his PhD at the Université de Sherbrooke. He joined Bishop’s in 2019 and now chairs its Department of Computer Science. He uses AI in research, teaching and other creative work, and said the technology is increasingly capable of handling routine digital tasks that once required substantial human time. “You’ve got the grunt work, like moving things around in Excel, doing basic programming tasks,” Butler said. “That’s like the bottom grunt work that the entry-level worker would have done two or three years ago.” Butler went further, saying in his view that much of this type of work has already been absorbed by AI tools. He connected that change to a shift he sees taking place in computer science, where entry-level roles have declined while experienced workers can use AI to increase what they can produce. “A senior developer now has access to essentially an unlimited amount of junior developers on demand,” Butler said. He was describing AI systems metaphorically, not literal employees. His point was that one experienced developer can now ask AI tools to produce code or other technical work that might previously have been assigned to more junior workers. That raises a broader question for universities and employers. If some of the simpler work traditionally given to newcomers can now be done by machines, how do people gain the experience needed to become senior workers themselves? Students doing work that once required years of programming Butler said he is already seeing the change inside his classroom. He created a Bishop’s course called CS208, Coding in Plain English, to show students — including those without traditional programming backgrounds — what they can accomplish using AI. Some come from disciplines such as psychology or neuroscience with no previous programming experience. “What I’m finding is that students who have zero programming experience, they come in from another discipline like psychology or neuroscience or something, they are now able to get up and running with real data sets,” Butler said. Butler’s own doctoral work involved neuroimaging, and he said he has assigned students work he considers comparable to the kinds of analysis he performed during his PhD. He described giving students a real dataset, an expected result and instructions to use AI to complete the analysis. Butler said those students have been able to carry out work at a level he associates with tasks he once performed after years of programming experience. That does not mean a student using AI instantly acquires the same knowledge as an experienced computer scientist. But Butler sees it as evidence that AI can dramatically lower the technical barrier between having a problem to solve and producing a working result. The role of the person using the system then changes. They need to know what to ask for, understand enough about the subject to judge the answer and take responsibility for what is ultimately produced. What about AI hallucinations? One persistent concern surrounding generative AI is hallucination — when a system produces information that sounds convincing but is false or unsupported. Butler said that problem has improved substantially in newer systems and is not as severe as it was with earlier models. He pointed in particular to newer AI systems’ ability to search the web, consult scientific databases and return source links rather than simply generating a citation from their internal model. Butler nevertheless said users should verify what AI produces. “You should verify,” he said while discussing citations generated with AI. His position is that hallucinations have become less common in the systems he uses, not that incorrect AI output is impossible. Human checking remains part of the process. Hours of work compressed Butler offered another example from his administrative work at Bishop’s. The university has been comparing CEGEP courses with first-year Bishop’s courses to determine where students may qualify for advanced standing. Traditionally, Butler said, that means reviewing two sets of course descriptions and manually matching one institution’s courses with another’s. As department chair, that could require hours of reading and comparison. He said AI can now be given both sets of material and asked to generate an initial mapping automatically. “It saves me hours and hours of work,” Butler said. Butler said the AI-generated mapping can also produce a better result than he would produce himself. He sees similar opportunities in businesses. A company may receive specifications, drawings, emails or other digital material from customers and then have employees convert that information into an internal format before anything can be manufactured or delivered. AI can increasingly perform parts of that intermediate processing. In Butler’s view, the employee does not necessarily disappear. Instead, the job becomes more about checking the result. “The human is still there,” he said. Judgement could become more valuable That change is central to Butler’s view of where digital work may be headed. If AI can produce a first draft, write basic code, compare documents or process large amounts of information, he argues that knowledge and judgement become increasingly important. “The real scarce resource going forward is going to be domain knowledge, expertise, and… credentials, authority, the ability to work with other people,” Butler said. He is therefore encouraging students not only to learn AI tools but also to broaden their education. He mentioned acting, fine art and photography as examples of courses that can help develop what he described as taste and intuition — the ability to recognize what is good, what is not and what should be changed. “And that’s the skill that they need now because the grunt work has been automated and now it’s about evaluating what the AI produces and telling it how to improve or expand the output,” Butler said. That does not remove the need for technical knowledge. Butler’s argument is that the emphasis may shift away from manually completing every step of a task and toward directing, checking and improving work produced with AI assistance. He also stressed that humans remain responsible for final decisions. “At the end of the day, the human has to make the final call,” Butler said, pointing to the question of accountability. Physical work may be different Butler draws a distinction between digital work and jobs requiring people to manipulate the physical world. He expects AI to continue advancing quickly in tasks performed almost entirely on computers. He is more cautious about claims that humanoid robots will soon be able to replace workers such as plumbers or electricians. Butler said those trades would not be replaced “anytime soon” in his view and described some current robotics demonstrations as overhyped. He described the situation as counterintuitive. “It’s almost like we solved the highest level first,” he said, contrasting advances in digital AI with the harder problem of building robots capable of operating reliably in the physical world. Butler’s argument is that some digital occupations could face automation sooner than trades requiring complex physical work. The wider AI shift in the Townships Butler’s comments come as local institutions are increasingly grappling with how AI should be used. The federal government recently announced up to $162 million over five years for 10,000 AI-related placements through Mitacs. The Université de Sherbrooke told The Pulse that the number of its collaborative research and innovation projects supported through Mitacs has approximately doubled since 2018-19, while the number of placements has approximately tripled. UdeS also said it already has projects involving both AI adoption and the application of AI to other fields. At Bishop’s, Butler said part of his role involves building the Computer Science department’s local presence, connecting students with regional partners and strengthening relationships with the Sherbrooke technology ecosystem. Those developments put universities in a difficult position. They have to prepare students to use the tools employers increasingly have available while also making sure graduates understand enough to recognize when those tools are wrong, incomplete or being applied to the wrong problem. The risk of losing human skills Butler does not see AI as risk-free. Later in the interview, he raised a separate concern: as AI becomes better at reading, writing, programming and other cognitive tasks, people could lose some of the underlying skills that historically helped produce new ideas. “The other danger is that we’re going to lose the human skills,” Butler said. He specifically mentioned reading and writing and argued that people could lose some of the lower-level understanding that contributes to breakthroughs. Butler said AI systems are based on existing human knowledge and argued that they become much more powerful when paired with a capable person. That tension runs through his view of the technology. AI can remove hours of routine work. It can allow beginners to perform tasks that once required substantial technical training. It can give experienced workers significant leverage. But the more capable the technology becomes, the more important it may be for people to develop the judgement needed to decide what should be done in the first place. For Butler, that is where education may have to change. Students still need to understand their field. They still need to know when something is wrong. And they still need to be able to make the final decision. But if AI increasingly handles the bottom of the cognitive pyramid, the value of a worker may depend less on how quickly they can perform the grunt work and more on whether they understand what the work is supposed to accomplish. Don’t miss the next story that affects your community. Join thousands of readers getting The Pulse every morning—plus breaking news alerts when it matters most. If you value this kind of local journalism, consider supporting it. Subscribe, share and like! Subscribe Share

Oct 2 • 1:57 PM EDT • Science • publisherpt.substack.com

Faraday Future Announces This Week’s Investor Weekly Report From YT Jia Has Been Rescheduled to September 28; FF EAI “Built in USA” Upstream & Downstream Business Partner Conference Part Two to Be Held September 29

FF Founder and Global CEO YT Jia’s Investor Weekly Report has been rescheduled for the afternoon of September 28 and will be released at its usual time. FF has invited 10 global partners to share insights on the EAI robotics industry, FF’s “Built in USA” strategy and related topics, highlighting the potential for collaboration between […]

Sep 27 • 11:27 PM EDT • Business • investors.ff.com

Asimov's laws are not enough to keep robotics and AI safe

Asimov's fictional Three Laws of Robotics famously set safeguards, and tech observers today raise similar concerns about AI.

Sep 27 • 8:26 AM EDT • Business • therobotreport.com

Fall 2026 Collaboratorium Connects Midwest Researchers with Business Expertise - Polsky Center for Entrepreneurship and Innovation

Bringing together scientific innovation and business talent from four leading Midwestern universities, the Fall 2026 Collaboratorium will feature 18 teams developing technologies in health care, energy storage, quantum computing, semiconductors, advanced materials, robotics, and more. Founded at the University of Chicago, the Collaboratorium now also features researchers from Northwestern University, Purdue University, and the University

Sep 25 • 10:59 AM EDT • Business • polsky.uchicago.edu

A 12-year-old in California built a Braille printer from a $350 Lego robotics kit for a school science fair, at a time when the cheapest commercial machine cost about $2,000, and Intel invested in it

When a middle schooler cracked an accessibility problem that the technology industry had left unsolved for decades, major investors took notice.

Sep 21 • 11:05 PM EDT • Science • scienceblog.com

University of Washington launches new Master of Science in Robotics

This autumn, the University of Washington (UW) is launching a Master of Science in Robotics, a 38-credit degree designed to meet the demands of one of the fastest-growing careers in technology.

Sep 18 • 7:51 PM EDT • Science • nwasianweekly.com

Fire Awards spotlights Austin founders building satellites, AI infrastructure and next-gen healthcare

Austin's startup scene celebrates innovation with Fire Awards honoring 40 companies advancing AI, robotics, healthcare and energy technology.

Sep 17 • 8:22 AM EDT • Business • bizjournals.com

Technologies, Math Research Get Lift from CAREER Awards

By Office of Media Relations | Dr. Waseem Abbas, assistant professor of systems engineering in the Erik Jonsson School of Engineering and Computer Science, uses lightweight modular small quadcopters, a type of drone, for indoor aerial robotics research. Abbas received a Faculty Early Career Development Program award from the National Science Foundation to support his work […]

Sep 16 • 2:00 AM EDT • Science • news.utdallas.edu

INPEX CEO explains how AI will 'completely transform' its business

INPEX CEO Takayuki Ueda discusses how AI and robotics could shape the company's exploration, drilling and operations, as well as the challenge of keeping pace with rapid technological change.

Sep 15 • 12:33 AM EDT • Business • cnbc.com

Robots reshape the future of homebuilding

America’s housing industry is facing a severe labor shortage and a longstanding productivity problem, creating growing interest in robotics and automation to increase homebuilding capacity, CNBC reports. The U.S. is short roughly 1.2 million homes, while nearly 300,000 construction jobs were open at the end of 2025. Labor shortages cost builders an estimated $11 billion […]

Sep 14 • 10:51 AM EDT • Business • businessreport.com

CEO Jensen Huang offers candid advice to departing Nvidia staff

Nvidia CEO Jensen Huang gives blunt feedback to departing employees, influencing startups like Flexion Robotics and INT21 with direct insights.

Sep 13 • 5:00 AM EDT • Business • businessinsider.com

Garry Tan urges separating ‘science fact from science fiction’ amid AI doomsday fears

CNBC’s Kate Rooney sat down for an exclusive interview with Y Combinator CEO Garry Tan to discuss the boom in so-called “hard tech” robotics startups. And discussing the increasingly heated debate over AI safety and how Silicon Valley should handle the rapidly advancing technology.

Sep 10 • 3:15 PM EDT • Science • cnbc.com

Boston Dynamics spinoff looks to build robots for entertainment

Dynamic Creatures is building theme park robots on Chinese hardware. Europe's own social robotics champion was sold to a Shenzhen buyer last year.

Sep 9 • 2:38 PM EDT • Entertainment • thenextweb.com

Dynamic Creatures Emerges from Stealth to Launch New Category of Mobile, Interactive Character Robots for Hospitality and Entertainment

Founded by former Boston Dynamics, Google, and Robotics and AI Institute leaders, company launches with an official Boston Dynamics partnership and major theme park engagementBOSTON, Sept. 08, 2026 (GLOBE NEWSWIRE) -- Dynamic Creatures, a robotics company designing and building interactive character robots for entertainment and hospitality brands, today emerged from stealth. The company is creating a new category of mobile characters that move naturally through guest environments, understand the

Sep 8 • 7:53 AM EDT • Entertainment • finance.yahoo.com

Marshall Health performs first roboticassisted shoulder replacement surgery in WV

HUNTINGTON, W.Va. — Marshall Health Network Orthopaedic Surgeon John J. Jasko, M.D., performed West Virginia’s first robotic arm-assisted shoulder replacement surgery using Mako SmartRobotics this week. Known as Mako Shoulder, […]

Sep 7 • 12:00 AM EDT • Health • irontontribune.com

NSF launches three new Science and Technology Centers with $90M investment in transformative research

The U.S. National Science Foundation is investing $90 million over five years to support three new NSF Science and Technology Centers (NSF STC). These centers will advance American leadership in science and technology, strengthen the nation’s STEM workforce, and accelerate innovation in fields ranging from artificial intelligence and biotechnology to fusion energy and robotics., , , , The three centers will bring together researchers from universities, national laboratories, industry, and oth...

Aug 31 • 8:00 PM EDT • Science • webwire.com

Seoul National University of Science and Technology Develops AI Framework to Test and Improve Vision-System Robustness

/PRNewswire/ -- In computer vision and robotics, ensuring that AI systems remain reliable under real-world conditions is a growing challenge. Deep neural...

Aug 31 • 9:03 AM EDT • Science • prnewswire.com

U.S. Special Envoy for Global Partnerships Paolo Zampolli’s Meeting with Uzbekistan's Minister of Sports and National Olympic Committee

U.S. Special Envoy for Global Partnerships Paolo Zampolli’s Meeting with Uzbekistan’s Minister of Sports and National Olympic Committee Tashkent, Uzbekistan – August 31, 2026 – U.S. Special Envoy for Global Partnerships Paolo Zampolli met with the leadership of the Ministry of Sports and the National Olympic Committee (NOC) of Uzbekistan to discuss the current state of the U.S.-Uzbekistan sports cooperation and prospects for its continued growth. Discussions focused on strengthening international sports cooperation, advancing the Olympic movement, and identifying promising joint projects. Special Envoy Zampolli congratulated Uzbekistan on its selection as the host of the 2027 World Fencing Championships and welcomed Uzbekistan’s possible participation in a planned World Robotics Organization. Special Envoy Zampolli also congratulated the people of Uzbekistan on the 35th anniversary of the country’s independence. “Sport brings people together like nothing else,” said Special Envoy Zampolli. This engagement builds on Special Envoy Zampolli’s prior meetings with Uzbekistan’s national sports leaders and teams and reflects the United States’ sustained commitment to sports diplomacy as a bridge for cultural exchange and international cooperation.

Aug 31 • 8:46 AM EDT • Sports • uz.usembassy.gov

Hugging Face says Microduck sales topped $2.6 million in 24 hours

The future of robotics can waddle. Hugging Face said its bot-maker, Pollen Robotics, recorded over $2.6 million in sales of Microducks in 24 hours.

Aug 28 • 12:43 PM EDT • Business • businessinsider.com

3 key takeaways from Bill Gates' stark warning about AI and jobs

Bill Gates warned that a coming robotics boom could reshape construction, hospitality, and the social contract.

Aug 26 • 5:05 AM EDT • Business • businessinsider.com

BlackBerry CEO says robotics is one of its fastest-growing businesses

BlackBerry CEO John Giamatteo says robotics is one of QNX’s fastest-growing businesses as the company expands its software beyond cars.

Aug 25 • 5:26 AM EDT • Business • cnbc.com

Xpeng says its robotics business raised over $900 million in first funding round

China's Xpeng ​said on Monday ‌its robotics business raised ​over $900 million ​in its first funding ⁠round, ​led by IDG ​and Gaorong Ventures and with Tencent ​and ​Alibaba as strategic investors.

Aug 24 • 5:40 AM EDT • Business • reuters.com

Xpeng says its robotics business raised over $900 million in first funding round

BEIJING, Aug 24 (Reuters) - China's Xpeng ​said on ‌Monday its robotics business raised over $900 ‌million ​in ⁠its first ⁠funding round, led by IDG and ​Gaorong Ventures and ⁠with ⁠Tencent and ​Alibaba as ​strategic investors. Xpeng's robotics ‌busine...

Aug 24 • 5:40 AM EDT • Business • kfgo.com

Three Binghamton University professors win prestigious NSF CAREER Awards

More than $1.8 million in grant funding will be used to pursue groundbreaking research in robotics, materials science, and urban planning.

Aug 19 • 8:00 PM EDT • Science • binghamton.edu

ECU Health surgeon first in state to use robotics during lung lobe removal

Dr. Robert Allman, a cardiothoracic surgeon with ECU Health, performed the lobectomies earlier this summer.

Aug 18 • 1:44 PM EDT • Health • witn.com

Boaty McBoatface and pals’ perilous mission | Investors Lab

Operating within a global underwater robotics market valued at over $5 billion, the market is rich with manufacturers

Aug 12 • 9:00 AM EDT • Science • sciencenews.org

Robotics in electrophysiology: Are we near an inflection point?

Peter Weiss, MD, details the evolution of EP robotics, including the movement toward remote procedures.

Aug 10 • 5:23 PM EDT • Business • cardiovascularbusiness.com

Robot24.com Launches Global Robotics News Platform With Original Reporting, Business News and Correspondents on Every Continent

Robot24.com has launched as a new global robotics news platform dedicated to covering the companies, machines, people and technologies shaping t...

Aug 10 • 12:39 PM EDT • Business • markets.businessinsider.com

University of Maryland science camp interns present research findings

After weeks of hard work, seven interns from the University of Maryland shared their research projects at a showcase on Friday. The group helped lead robotics and artificial intelligence camps

Aug 8 • 2:07 PM EDT • Science • somdnews.com

Robotics company raises $6M to help fund new vascular imaging platform

Vexev, an Australian medtech company, wants to improve patient access to high-quality vascular imaging. The company has now raised a total of $19 million.

Aug 6 • 4:36 PM EDT • Business • cardiovascularbusiness.com

Black Sons "Dreamers and Doers Camp" fosters kids love of Science

The six week camp gives rising third through eighth graders the opportunity to learn about robotics, coding and different STEM based careers.

Jul 31 • 7:08 PM EDT • Science • wmar2news.com

Robotic vacuums swept up in new US crackdown over national security risks

Some Roomba-style robotic vacuums are now covered under expanded FCC security restrictions targeting advanced foreign-made robotics tied to national security concerns.

Jul 30 • 5:01 PM EDT • Business • foxbusiness.com

Google DeepMind’s new AI model can control a robot’s entire body

The new model can help robots tie up trash bags and unscrew lightbulbs, too.

Jul 30 • 1:18 PM EDT • Technology • theverge.com

The FCC Just Banned Chinese Humanoid Robots. That's Not the Story Business Leaders Should Focus On

The real lesson behind the FCC's ban isn't politics—it's what China's robotics dominance reveals about cost, manufacturing scale, and competitive strategy. The FCC's ban on foreign-made humanoid robots grabbed headlines.

Jul 29 • 1:02 PM EDT • Business • inc.com

Orlando Science summer camp helps students build robots, real-world STEM skills

Orlando Science Schools Robotics Summer Camp teaches students STEM through hands-on work with robots.

Jul 27 • 7:14 AM EDT • Science • mynews13.com

Mexico's Science Secretary Strengthens Cooperation with China in Artificial Intelligence and Robotics

Rosaura Ruiz met with Ambassador Chen Daojiang to advance joint AI, semiconductor, and electromobility projects, plus possible collaboration with Huawei.

Jul 24 • 10:45 AM EDT • Science • mexicosolidarity.com

Shanghai science forum photos show China's AI and robotics advances in rivalry with US

BEIJING (AP) — China's leading technology companies showcased hundreds of cutting-edge products at the World AI Conference in Shanghai — from advanced robotics to artificial intelligence systems.

Jul 20 • 9:23 PM EDT • Science • wral.com

Shanghai science forum photos show China's AI and robotics advances in rivalry with US

BEIJING (AP) — China's leading technology companies showcased hundreds of cutting-edge products at the

Jul 20 • 9:22 PM EDT • Science • semissourian.com

Kraken Robotics Announces $35 Million in New Orders and Business Update

Year-to-Date the Company has Announced $327 Million in Combined Product OrdersTORONTO, July 20, 2026 (GLOBE NEWSWIRE) -- Kraken Robotics Inc. (“Kraken” or the “Company”) (TSX-V: PNG, OTCQB: KRKNF) is pleased to announce continued momentum with $35 million in new product orders from customers in maritime defense, offshore energy, and ocean science. By technology solution, these orders are across navigation and positioning systems, multi-aperture sonar, positioning, and monitoring systems from Cov

Jul 20 • 6:30 AM EDT • Business • finance.yahoo.com

DGIST secures four projects under the Ministry of Science and ICT’s Group Research Support Program, spanning basic science to cutting-edge deep tech

- DGIST secured one Science Research Center (SRC) project and three Basic Research Laboratory (BRL) projects, taking the lead in addressing national challenges in science and technology - DGIST reaffirms its world-class convergence research capabilities spanning AI, robotics, and advanced biotechnology

Jul 12 • 9:49 PM EDT • Science • asiaresearchnews.com

Meet the Floating Robot Companion Designed for Safe, Friendly Human Interaction

Robotics researchers are trying to prove that lighter-than-air robots could excel at emotional connection.

Jul 12 • 8:01 AM EDT • Technology • cnet.com

Yes, Computer Science Can Teach Social-Emotional Skills. Here's How

Though seemingly disparate, computer science and student mindfulness can mutually reinforce one another.

Jul 10 • 4:05 PM EDT • Science • edweek.org

SKF eyes role in humanoid robotics business

SKF is looking to work its way into the expanding Chinese robotics market with a recently announced agreement with Leaderdrive (LD), a global manufacturer specializing in precision robotic components. The companies are working together on a venture in China focused on high-precision transmission components for robot joints. SKF officials said the investment is a step […]

Jul 8 • 8:00 PM EDT • Business • post-journal.com

Renting makes robots affordable for work and play

Robotics tech is changing fast, so for many it makes sense to rent a robot.

Jul 6 • 7:48 PM EDT • Technology • bbc.com

Apple veterans launch a $33 million fund for manufacturing tech

Omni Ventures will back pre-seed startups building AI, robotics, and automation tools for manufacturing.

Jul 6 • 9:00 AM EDT • Business • businessinsider.com

Small Business Tech News: Big Brands Rolling Out Robotics And Rolling Back AI

GM, Santander and other companies are expanding robotics and AI, but other companies are having doubts.

Jul 5 • 7:00 AM EDT • Business • forbes.com

Opinion: Chicago is where automation moves from idea to industry

With Chicago hosting North America’s largest robotics and automation event this week, it showcases being a practical hub for the next era of industrial automation.

Jun 22 • 4:06 PM EDT • Business • chicagobusiness.com

Ukraine turning robots into mobile weapons to hunt Russian targets

Ukraine's Frontline Robotics makes a remote weapons station that used to be stationary but can now be put on a robot to make a "small tank."

Jun 19 • 11:02 AM EDT • Business • businessinsider.com

Advanced Tech on Station Informing Space-Designed Health Treatments

The Expedition 74 crew explored how weightlessness affects cartilage growth and the digestive system on Thursday to protect crew health and improve patient care on Earth. The orbital residents are also gearing up for a robotics maintenance spacewalk at the end of the month on the International Space Station.

Jun 18 • 1:46 PM EDT • Health • nasa.gov

Advanced Tech on Station Informing Space-Designed Health Treatments

The Expedition 74 crew explored how weightlessness affects cartilage growth and the digestive system on Thursday to protect crew health and improve patient care on Earth. The orbital residents are also gearing up for a robotics maintenance spacewalk at the end of the month on the International Space Station.

Jun 18 • 1:46 PM EDT • Health • nasa.gov

North Canyon Medical Center and All Access Hosted by Andy Garcia Highlight Rural Healthcare Infrastructure and Advanced Robotics

As rural medical facilities face increasing operational challenges, North Canyon Medical Center joins the award-winning series, "All Access Hosted by Andy Garcia," to explore how technical innovation and organizational agility stabilize local economies and healthcare access.

Jun 15 • 3:00 AM EDT • Health • finance.yahoo.com

Makerspaces for Science: AI and Robotics at Argonne

Do robots have temper tantrums? When will I get a robot to do my laundry? What should the next generation do to become experts in AI and robotics?

Jun 9 • 8:00 AM EDT • Science • anl.gov

Silicon Valley's new slogan: Let's get physical

Silicon Valley's AI boom is moving into robotics as OpenAI, Meta, Tesla, and startups race to give AI a body.

Jun 1 • 8:19 PM EDT • Business • businessinsider.com

Mint and Rice Robotics Launch Joint Venture to Expand AI Companion Robot Business with HK$15M in funding

Hong Kong, May 28, 2026 (GLOBE NEWSWIRE) -- Mint Incorporation Limited (“Mint” or the “Company”, together with its subsidiaries, the “Group”,...

May 28 • 10:48 AM EDT • Business • markets.businessinsider.com

Robotics, Science Underway as Cosmonauts Prep for Wednesday Spacewalk

Robotics controllers wrapped up a weekend of swapping scientific hardware packed inside the SpaceX Dragon cargo spacecraft’s trunk for installation on the International Space Station. Meanwhile, the Expedition 74 crew is continuing its biotechnology and botany research while getting ready for a spacewalk scheduled for Wednesday, May 27.

May 26 • 2:04 PM EDT • Science • nasa.gov

Bernie Sanders warns of 'the most transformative economic revolution in the history of this country'

Sen. Bernie Sanders warned that AI and robotics controlled by billionaires could replace American workers and harm children's social development.

May 24 • 8:54 PM EDT • Business • foxbusiness.com

A Colorado startup just raised $30 million on a quiet bet that astronauts won't actually be the ones building the moon's first permanent base — robots will get there first

The first permanent structures on the moon will almost certainly be built by robots, not astronauts. That is the bet Lunar Outpost, a Colorado-based robotics company, just convinced investors to back with a $30 million Series B — funding aimed at delivering a new lunar rover called Pegasus by the end of 2027, with a […]

May 22 • 9:20 PM EDT • Technology • spacedaily.com

Crew Conducting Advanced Health Research and More Spacewalk Preps

Four Expedition 74 astronauts had a light duty day with an array of advanced research still scheduled for Thursday. The three cosmonauts aboard the International Space Station focused on ongoing spacewalk preparations and robotics training.

May 21 • 2:04 PM EDT • Health • nasa.gov

China unveils a giant rideable robot straight out of sci-fi movie

A Chinese robotics company has started selling a giant pilotable robot. It costs €500,000, walks on two legs, and can also smash through walls. Welcome to the future?

May 17 • 3:00 AM EDT • Science • euronews.com

Engineering a Legacy: Meet the Boca High Science Olympiad Star Senior

Senior Spotlight: Ryan, Boca High. 5x Science Olympiad champ & robotics star. Off to Georgia Tech for Engineering!

May 14 • 9:43 AM EDT • Science • palmbeachschools.org

Unitree Robotics unveils GD01, world’s first production-ready manned mecha

Unitree Robotics unveiled the GD01 on Tuesday, a manned transformable mecha priced from 3.9 million yuan ($650,000), quickly sparking heated discussion on Chinese social media, with many netizens describing it as highly futuristic and saying it felt like “science fiction becoming reality.”

May 12 • 7:18 AM EDT • Science • globaltimes.cn

Golf simulator helps Henrico students learn math, science, and coding

Fairfield Middle School uses a golf simulator to teach math, science, coding, and robotics through hands-on STEAM lessons.

May 8 • 3:00 AM EDT • Science • wtvr.com

U.S. Embassy Supports Tunisian Business Delegation at 2026 SelectUSA Investment Summit - U.S. Embassy in Tunisia

U.S. EMBASSY SUPPORTS TUNISIAN BUSINESS DELEGATION AT 2026 SELECTUSA INVESTMENT SUMMIT The SelectUSA Investment Summit is the premier U.S. investment event, connecting thousands of investors, companies, economic development organizations, and industry experts to make deals happen. Media Note TUNIS, May 5, 2026 – U.S. Embassy Tunis is pleased to support a delegation of 11 Tunisian companies traveling to the United States to participate in the 2026 SelectUSA Investment Summit at National Harbor, Maryland, May 3-6, 2026. The Summit is an opportunity for these dynamic entrepreneurs to establish new connections and explore business and investment opportunities in the United States. This year, three Tunisian women entrepreneurs and members of the delegation representing Spiraw and Sotetel were accepted into the Select Global Women in Tech year-long mentoring program which will kick off at the summit. Since 2022, more than 50 Tunisian entrepreneurs in fields ranging from e-gaming, robotics, software engineering, coding, online fashion, and green tech have participated in SelectUSA Investment Summits, where they have taken their businesses to the next level. Hosted by the U.S. Department of Commerce, the SelectUSA Investment Summit is a one-stop shop for companies considering expanding to the United States and provides economic development organizations (EDOs) with the opportunity to meet directly with international companies to facilitate investment deals. Since inception, the SelectUSA Investment Summit has attracted tens of thousands of companies and economic development representatives, generating over $250 billion in new investment projects that support more than 125,000 jobs across the United States and its territories. The previous SelectUSA Investment Summit saw record-breaking numbers with more than 5,500 participants, including EDOs from 54 U.S. states and territories and over 2,700 business investors from 100+ countries, including Tunisia. The following Tunisian businesses will take part in this year’s SelectUSA delegation: AquaDeep – Revolutionizes aquaculture with AI-powered monitoring solutions, including a real-time larva counting system and a SaaS platform for environmental monitoring. The company is expanding operations across Tunisia, Europe, Africa, and the United States. Bouraoui Group – Specializes in event venues, hospitality experiences, innovative real estate development, and technology driven customer solutions. The business develops experience- focused and tech enabled lifestyle destinations that combine entertainment, culture, retail, and smart services, and is seeking international partners to co-develop hospitality, PropTech, smart retail, and experiential digital projects. Digital Cook – Builds HR and recruitment software solutions, including HRMS, ATS, and custom tools that streamline hiring, employee management, and talent development. It provides custom software, system integration, and scalable HR platforms for SMEs, large enterprises, and recruitment agencies seeking efficient, user-friendly ways to manage their workforce and improve recruitment. El Kanaouet – Provides high-quality and low-cost hydraulic infrastructure for the supply and distribution of drinking water. The company manufactures prestressed concrete structures based on current technological developments in the field and trends in integrated and digitalized management. El Kanaouet aims to enter the U.S. market with its production of centrifugal prestressed concrete pipes and other technical products and services. Fluoink Nanotechnologies – A deep‑tech startup developing next‑generation antimicrobial additives for paints, coatings, and industrial materials, enabling everyday surfaces to act as long‑lasting barriers against harmful bacteria and pathogens without changing their appearance or performance. Mare Custos – A subsea robotics company specializing in ROV-based underwater inspection services for offshore energy, ports, and marine infrastructure, using high-precision imaging, PAUT, and NDT to inspect structures in challenging conditions. SmartMed SA – A fast-growing digital health company operating in Tunisia, Algeria, and Morocco, offering an integrated ecosystem that helps patients book appointments (MedPro), enables clinics to digitize workflows and EMRs (MedLink), and supports targeted digital marketing for healthcare and pharma (MedAds). With millions of appointments and users, SmartMed has become a leading e-health platform in North Africa. Sototel – Builds telecommunications networks and services, including fixed, radio, and mobile networks. Sototel focuses on technological innovation and continuous improvement, providing high-value-added digital solutions. SOTUPRIN HGE – Specializes in manufacturing household electrical appliances under the brand HGE and OEM. Expanded from the local market to North Africa, Central Africa, the Middle East, and Europe. Spiraw by Food4Future – Designs and manufactures smart, AI-powered cultivation systems allowing individuals and businesses to grow fresh, highly nutritious food – starting with spirulina – directly at the point of consumption. Combining patented hardware, controlled-environment agriculture, and a connected app with an AI assistant, Spiraw aims to decentralize food production and create a new category at the intersection of agri-tech, consumer health, and smart home ecosystems. WaterSec (Istidama) – A climate-tech startup that uses IoT, AI, and smart sensors to help high consumption facilities (such as industries, hotels, and commercial buildings) monitor water use in real time, detect leaks, and optimize consumption. The company’s digital platform turns raw water data into alerts and actionable insights, making water management more transparent, proactive, and sustainable. Learn more about the SelectUSA Investment Summit at https://www.selectusasummit.us/. Follow live developments from the summit on X at https://x.com/SelectUSA.

May 5 • 4:55 AM EDT • Business • tn.usembassy.gov

At ORNL, Science Never Sleeps

At Oak Ridge National Laboratory, scientists are building the next generation of research: self-driving labs powered by AI, robotics and high-performance computing. Autonomous systems run continuous “design, build, test, learn” cycles to analyze data in real time and guide experiments.

May 4 • 8:40 PM EDT • Science • newswise.com

Global Health & WASH: May 2026 Funding Opportunities (14 new opportunities!)

The May update for Global Health & WASH brings new calls that cluster around three distinct shifts: LMIC research leadership moving from funder encouragement into a hard eligibility constraint, pharmaceutical and corporate-linked funders running structurally independent education and use-inspired research portfolios at substantial scale, and AI adoption shifting decisively from speculative tool to operational capability across health and WASH systems alike. In LMIC Research Leadership as Eligibility, Not Encouragement, Wellcome anchors the dominant signal of the month with three separate major calls that all require or strongly center LMIC leadership in their basic eligibility architecture. Wellcome’s ESIC Hubs (£1.5-£1.9M per hub over 3-5 years) explicitly requires an LMIC-based lead applicant, treating Global South leadership as a design constraint rather than a participation goal. Wellcome’s Infectious Disease Clinical Trial Development Award funds transdisciplinary teams whose lead must be a mid-career or established researcher based at an organization in Africa, South Asia, or Southeast Asia. Wellcome’s larger Infectious Disease Clinical Trial Award (£1M-£8M for optimizing licensed interventions) requires the administering organization to be in eligible LMIC regions and at least 50% of applicants based there. Around Wellcome, the same pattern shows up at smaller scale and across funders: CHINNOVA channels $1M into West and Central African research institutions for climate-health work; IBRO’s Neuroscience Training Grants explicitly tier ceilings by region of residence with Africa receiving the highest amount ($5,000); IHME’s GBD Emerging Researcher Award reserves at least one of its two annual awards for an LMIC researcher; Sidaction’s HIV Cure call funds research teams across France, the Netherlands, and eligible African countries with a minimum two-country collaboration requirement. Taken together, these calls signal a meaningful shift in how research equity is being operationalized — not as encouragement language at the bottom of a call, but as a structural feature of who can lead, where the work must be administered, and what proportion of the team must be regionally rooted. In Pharma-Funded Independent Medical Education and Use-Inspired Research, the lineup this month is unusually deep. Pfizer alone runs four parallel calls under independent education and quality improvement frameworks: a Migraine and Women’s Health RFP (200K x 2-year, $500K pool), Migraine IME ($200K, $1M pool), JAK Inhibitor evidence-based education ($100K), and Maternal Vaccination HCP Education in Saudi Arabia ($75K), plus a separate Pediatric Pneumococcal Surveillance research call in Saudi Arabia ($400K per project). Novo Nordisk Foundation runs four parallel calls of its own at substantial scale: Infectious Diseases Catalyst Grants (DKK 60M pool, up to DKK 7M collaborative), Non-Diabetic Endocrinology Collaborative Grants (DKK 53M pool, DKK 5-10M per project), Pioneer Innovator Grant Health (DKK 1.1M), and Distinguished Innovator Grant Health (DKK 6.8M). LEO Foundation deploys DKK 2-4M per project for dermatology research excellence. Pfizer’s framing across calls deliberately separates the funding from product promotion, emphasizing measurable practice-relevant change and structural distance between scientific outputs and commercial activity. Novo Nordisk’s “use-inspired” hard filter pushes researchers toward a credible translation pathway from mechanism to deployable tool. The pattern: industry-aligned funders are running structurally independent portfolios at meaningful $ that fund implementation evidence, not promotion. In AI as Operational Capability, Not Speculation, several calls this month explicitly treat AI adoption as a near-term operational question with real evidence and governance requirements, rather than a speculative trend to be watched. Wellcome’s ESIC Hubs frames AI as “the accelerator” for evidence synthesis, asking hubs to translate technical innovation into adoption-ready workflows that can match real-world policy timelines. UNICEF Venture Fund’s new Climate Tech for Children’s Health call funds for-profit startups deploying AI, machine learning, and blockchain in low-resource environments, with a strict requirement that solutions must already have a working prototype with promising pilot results. The Water Research Foundation has launched two simultaneous AI calls treating reproducibility, cybersecurity guardrails, and human-in-the-loop deployments as core design constraints rather than nice-to-haves: one on GenAI and Agentic AI in water utilities ($200K), one on alternatives to water shutoffs that explicitly screens for implementation economics evidence. Nordic Innovation’s quantum technology call (NOK 4.5M) extends the same logic into life science and healthcare, demanding consortium-stage projects mature enough to test with real users. TEF-Health offers €300K in subsidized testing infrastructure for European healthcare AI and robotics SMEs. The pattern: funders are converting AI pilots into playbooks, requiring transfer evidence and risk controls before AI can move from experimentation to sector-wide operational practice. For LMIC-based researchers in infectious disease or evidence synthesis, the three Wellcome calls together represent the deepest concentration of LMIC-led research capital in recent memory — pair the Infectious Disease Clinical Trial Development Award (£200K, deadline May 19) as a strategic pipeline feeder into the larger Infectious Disease Clinical Trial Award (£1-£8M, deadline June 2), since the development award functions explicitly as a track into the larger trial scheme. For Nordic researchers, the four Novo Nordisk Foundation calls plus LEO Foundation and Nordic Innovation Quantum represent ~$30M in regional research capital this cycle, all with deadlines clustered in May-August. For WASH practitioners, the three Water Research Foundation calls together (each up to $200K) are a cluster worth reading across — one on AI deployment, one on shutoff alternatives, one rewarding applied innovation — and the strongest applicants will articulate how their work bridges utility operations to policy-relevant evidence. For US-based clinical researchers and educators, the four Pfizer calls plus the APF Portfolio’s 80+ programs form an unusually accessible recurring pipeline; APF’s prohibition on indirect costs is a meaningful structural feature for early-career applicants whose institutions might otherwise absorb significant overhead. Snapshot of New Opportunities Total Estimated Funding Pool: $100 Million+ USD The grants are organized into three categories: Open Calls: Current grant and opportunities with a deadline. Grants are listed by closing date. 39 open opportunities- 14 new! Rolling Applications: current grant and opportunities with rolling applications (but it’s still best to submit as early as possible). 14 rolling opportunities- 1 new opportunity! Long term planning: Grants that have closed their current rounds, but are expected to open new windows. 4 long term opportunities! A quick tip for returning readers: if you want to jump straight to the newest additions, use CTRL F to search for “New!” and navigate quickly to the latest funding opportunities This post is for paid subscribers. This helps support the time and effort it takes to curate and organize these opportunities. Subscribe To keep this accessible to everyone who needs it, we’re happy to offer pay what you can rates. You can find more details here. Open Calls: Migraine Competitive Grant Program: Migraine and Women’s Health (Quality Improvement and/or Research RFP), Pfizer.*Closing soon!* Pfizer, in collaboration with the American Headache Society, is seeking independent quality improvement and research projects that close persistent gaps in migraine care for women across the United States. The funding logic centers on measurable, practice-relevant change: proposals should generate actionable evidence, tools, or system improvements that can be shared and used widely, not just within a single site. Priority areas span menstrual migraine and screening in women’s health settings, the role of hormonal fluctuations across the lifespan, sex-specific risk factors, comorbidities and quality-of-life burden, and disparities in outcomes by race, ethnicity, and socioeconomic status. The call is structured as a two-step competitive process with an initial Letter of Intent, with the strongest concepts expected to translate scientific insight into implementable improvements in diagnosis, management, and equity. Geographies: United States. Who can apply: U.S.-based organizations (not individuals), including professional schools, healthcare institutions, professional organizations, and other entities focused on healthcare improvement. Funding amount: Up to USD $200,000 total over 2 years; total pool USD $500,000. Targeted Sectors / SDGs: Health; Focus areas: migraine, women’s health, quality improvement, clinical research, menstrual migraine, health disparities. Deadline: LOI: May 5, 2026; Full proposal (by invitation): August 28, 2026. Learn more and apply here. This RFP rewards “shareable impact”: the most competitive submissions will pair rigorous methods with a clear plan for system uptake and dissemination beyond the originating institution. ReSSARC: Strengthening the Health Sector and Food Security in the Central African Republic (AID 013381/01/0) Call for Proposals, Italian Agency for Development Cooperation (AICS). *Closing soon!* AICS is seeking a limited set of high-capacity humanitarian partners to deliver an integrated package that stabilizes essential health services while reducing acute malnutrition and strengthening food security resilience in priority areas of the Central African Republic. The funder’s logic is explicitly nexus-based: proposals should meet urgent, life-saving needs while reinforcing local systems, coordination mechanisms, and community-level capacity so results persist beyond the emergency window. AICS emphasizes inclusion and protection outcomes, expecting gender-sensitive design and explicit measures for groups facing compounded vulnerability, including women, children under five, internally displaced people, and people with disabilities. The call also signals a localization pathway, encouraging stronger collaboration with national NGOs and balanced partnerships, alongside clear coordination with existing cluster and humanitarian actors to minimize duplication and improve coverage. Geographies: Central African Republic (Bangui, Ombella-Mpoko, Ouham, Ouham-Pende, Lim-Pende, Lobaye). Who can apply: Non-profit organizations registered with AICS, plus eligible non-profits without an office in Italy that have a pre-existing collaboration agreement with an AICS-listed organization. Funding amount: Total pool EUR €1,800,000; max EUR €800,000 (single applicant) or EUR €1,000,000 (ATS). Targeted Sectors / SDGs: Health; Focus areas: malnutrition prevention and treatment, maternal and child health, community health services, food security and resilience, localization partnerships Deadline: May 5, 2026. Learn more and apply here. This call is structured to reward partners who can link frontline service delivery to system durability and localization, not just short-term coverage gains. Contracts for Innovation in drug and alcohol addiction healthcare, Innovate UK. *Closing soon!* Innovate UK, on behalf of the Office for Life Sciences Addiction Healthcare Goals program, is procuring R&D to accelerate innovations that can improve treatment outcomes, strengthen recovery, and reduce harm and deaths linked to drug and alcohol addiction. The competition is positioned as a market-facing readiness push: selected projects are expected to advance solutions toward later-stage validation, generate evidence of user acceptability and UK market fit, and map credible routes through regulatory and certification requirements. Innovate UK signals a preference for innovations that can be field-tested in relevant UK settings and progressed to TRL 6 or 7, with practical plans for commercialization after contract completion. This structure favors applicants that can execute most work in-house, co-develop with service providers and people with lived experience, and translate technical progress into deployable tools for addiction healthcare delivery. Geographies: United Kingdom. Who can apply: Single organizations of any size (including EU, EEA, or international) leading delivery, with most work and key deliverables carried out in the UK; subcontractors for specialist skills only. Funding amount: GBP £200,000–1.5 million per project (inclusive of VAT); Total pool: GBP £20 million (across two strands). Targeted Sectors / SDGs: Health; Focus areas: Mental Health, Health Systems Strengthening, Research & Development, Technology Access. Deadline: May 6, 2026 (11:00am). Learn more and apply here. This call uses procurement to pull near-market addiction innovations toward operational proof and adoption pathways in UK services.

May 4 • 3:59 AM EDT • Health • impactfunding.substack.com

Las Vegas science and technology expo wraps 15th year

Thousands explore robotics and VR at World Market Center expo

May 4 • 1:37 AM EDT • Science • fox5vegas.com

Meta accelerates push into robotics intelligence with new acquisition

Meta is making another push toward robotics with its acquisition of Assured Robot Intelligence, a small San Diego-based startup.

May 1 • 7:50 PM EDT • Business • businessinsider.com

Writing science fiction with Daniel H. Wilson

On May 29 we'll discuss Wilson's book, "Hole in the Sky" and his life as an author, robotics engineer, and Cherokee citizen.

Apr 30 • 10:48 AM EDT • Science • sciencefriday.com

Bonham students notch another win before National Science Bowl

Bonham MS students have had a big year, with a regional science bowl win in January and a robotics title in April. Now, they're heading to nationals.

Apr 30 • 5:47 AM EDT • Science • amarillo.com

Bonham Robotics team wins state, students advance to National Science Bowl

Students at Bonham Middle School are celebrating a major moment after earning a first-ever state championship in robotics and preparing to compete on a national stage.

Apr 29 • 11:55 PM EDT • Science • kptv.com