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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

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Oct 19 • 7:00 AM EDT • Health • yahoo.com

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Oct 14 • 12:26 PM EDT • Sports • sports.yahoo.com

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Oct 9 • 9:43 AM EDT • Health • mainebiz.biz

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Oct 8 • 9:08 PM EDT • Sports • sports.yahoo.com

NASA is keen on pursuing at least one joint science mission with Europe

We are in the era of people interested in having good deals, and LISA is a very good deal for the US."

Oct 7 • 7:00 AM EDT • Science • arstechnica.com

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Oct 6 • 10:34 AM EDT • Science • erienewsnow.com

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Oct 6 • 7:48 AM EDT • Science • yahoo.com

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Oct 4 • 10:30 AM EDT • Entertainment • nola.com

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Oct 4 • 5:00 AM EDT • Health • postandcourier.com

Remembering Howard Stevenson, Who Transformed the Study of Entrepreneurship

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Oct 2 • 1:00 PM EDT • Business • hbr.org

Kriti Ahuja, MD, Joins Baptist Health Wertheim Cancer Institute as a Breast Medical Oncologist

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Oct 1 • 1:01 AM EDT • Health • southfloridahospitalnews.com

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Sep 29 • 4:05 AM EDT • Health • northcarolinahealthnews.org

Bobby Kotick’s lawyers sent me a bad email (and later apologized)

The message I had received was unsettling—for a moment. Then it was just really confusing. Back on January 20 of this year, at 5:15pm ET, I received an email with the subject line “Legal Correspondence re Bobby Kotick.” It was from the law firm Clare Locke, a firm I’d heard had been emailing reporters in recent years about their coverage of Kotick, the former, longtime CEO of Activision Blizzard. The letter was threatening. A lawyer from the firm introduced themselves as “defamation counsel to Bobby Kotick.” They issued a “demand” that I “correct” a Game File article I’d published a week prior. The article that had irked them had been a scoop of sorts. I’d written about a a 2022 lawsuit brought by a Swedish pension fund, AP7, over Microsoft’s purchase of Activision Blizzard. The suit wasn’t news, but I was first to review and report about Kotick’s extensive pushback to the fund’s claims. The pension fund’s core contention was that the sale had been rushed by Kotick to avoid the consequences of sexual misconduct scandals swirling around the company in 2021. (He’d not been accused of misconduct himself in those suits, to be clear.) As I wrote at the time, Kotick had denied the allegations of the rushed sale. Beyond that, Kotick used a December 2025 reply to the Swedish fund’s lawsuit to assign blame for those workplace scandals, the bad press and even for the AP7 lawsuit. I’d found Kotick’s arguments novel and newsworthy. Across nearly 3,000 words, I explained Kotick’s take: that a Swedish gaming company was behind the Swedish fund’s lawsuit (the Embracer group; they denied it); that the Microsoft-Activision deal was not rushed and was secured at what Kotick felt history had proven to be an optimal price for shareholders; that he believed a conspiracy of people at unions government agencies, PR firms and the media had spun up claims of widespread workplace misconduct at Activision Blizzard in 2021. The article gave context for all of this, letting readers assess the claims and weigh their credibility. As I’d later write to Kotick’s lawyers: I would be surprised if you could point to any news article about Bobby Kotick in the last five years that has spent more of its wordcount articulating his point of view. He is welcome to do an interview with Game File any time. Nonetheless, there they were in my inbox that Tuesday evening: Clare Locke, the law firm that secured a $787.5 million settlement from Fox News over false statements about voting machines. They were emailing me, threatening that failure to comply with their demand could support a claim of “actual malice,” a legal standard for libel. Unless… Unless, they said, I added a key paragraph to my article. This was a paragraph that I already knew Kotick’s lawyers had been emailing reporters about for at least a year, and it was a paragraph that was already in my article. The paragraph they wanted is from a 2023 settlement that California’s Civil Rights Department struck with Activision Blizzard. The settlement had closed a two-year-old lawsuit over alleged sexual discrimination at the game maker. The paragraph basically said that claims of systemic or widespread sexual harassment—or of execs like Kotick tolerating such behavior—had never been proven. I’d already seen proof that Kotick’s lawyers had pushed for the settlement’s language to be added to reports about 2021 sexual discrimination and misconduct lawsuits brought against Activision Blizzard by California and, separately, by the U.S. federal government (both suits were since settled). I knew that Kotick and his lawyers felt that the California settlement language should be mentioned in the same breath as references to an article he hated and denied, a November 2021 Wall Street Journal article claiming Kotick knew “for years” of sexual misconduct at Activision Blizzard. So, in the Game File article that Clare Locke emailed me about, in the interest of ensuring I was being fair and balanced regarding the person I was covering, I had already included the following excerpt from the California settlement [emphasis added in bold]: (Kotick has repeatedly pushed back against that November article in the Wall Street Journal, citing among other things, language from a court-approved consent decree as part of Activision’s 2023 $54 million settlement over the California suit. It states: “no court or any independent investigation has substantiated any allegations that: there has been systemic or widespread sexual harassment at Activision Blizzard [or] that Activision Blizzard senior executives ignored, condoned, or tolerated a culture of systemic harassment, retaliation, or discrimination.”) On the evening of January 20, I was incredulous. How do you write a four page legal threat about a week-old article and miss this? While scrambling to also make my kids dinner, I wrote a lengthy reply to Clare Locke’s lawyers, basically asking them to cool it with the threats and to start making sense. In part, I wrote: I hope you can understand why I am having trouble understanding what you’re asking for, when the statement you’re demanding to see in Game File’s article already appears in Game File’s article. Actual malice, as you know, refers to a reckless disregard for the truth. I’m not sure what your argument is when my article already states your client’s position. Here is where I should remind you, the reader, that I am an independent journalist. I publish on Substack, and have availed myself of the Substack Defender program that provides writers on the platform with legal support. But I’m no Wall Street Journal or New York Times, nor even IGN or GameSpot when it comes to such things as, well, having a legal department. There are more fun things for me to do as an independent journalist than writing back to a powerful law firm representing a very rich person. On the evening of January 20th, I was just trying to cook some pasta, broccoli and chicken nuggets for hungry twins. Nevertheless, I wrote back to them. Two hours later, I got a reply. Summarizing: A lawyer for Clare Locke said they’d “reviewed an incomplete version” of my article and they “apologize for the confusion.” (My guess: Someone didn’t read past the piece’s paywall, even though they’d had a full week to scrounge up the funds to do so. What I’d published above the paywall was balanced, as was what came after.)1 That was almost that, but something about the situation bothered me. The letter had been marked “confidential.” I hadn’t agreed to that, and I disliked the idea that powerful people on the beat that I cover would act like they could unilaterally control what I might tell my readers about. On the morning of the 21st, having already gotten the powerful law firm to back off, I oh-so-wisely re-approached them with just one more thing. I thanked them for clearing things up the night before but noted that I’d never agreed to keep their letter confidential. I’m all for agreeing with a source to keep things off the record, but that’s the thing. We have to agree. You can’t just declare it. I’m not bound by that. I wrote to Clare Locke’s lawyer and said, in part: I trust the matter is resolved. It was disappointing to have to spend less time with my kids last night in order to address your legal letter. Family time’s precious. I will add, for clarity’s sake, that, while your letter stipulated that it was confidential, I did not agree to those terms. In the future, should you wish to communicate with me confidentially, I am happy to agree to classifying our communication as “off the record” prior to the actual communication—as is standard with any professional journalist. The firm’s lawyer replied, not directly addressing the confidentiality issue but asserting that the matter was resolved. Why I didn’t write about this until now In May, I told this story on an episode of Simon Parkin’s podcast My Perfect Console, but I held off on sharing it directly with Game File readers. I held off to avoid stepping on the toes of another reporter, the journalist Mikhail Klimentov. He’d interviewed me in the spring of 2025 about an investigation he was working on regarding Bobby Kotick lawyers pressing the media to add the California settlement language to stories referencing the 2021 lawsuits. And about how some outlets had changed their stories and how some simply deleted them. Initially, I was a third-party source for Klimentov’s reporting, providing on-the-record context about the state of the games media. I’d heard about the letters but hadn’t put the time into pursuing the story. I thought it was interesting, and I was glad he was covering it. When the outlet that Klimentov was going to run his reporting in dropped the story, I began talking to him about potentially publishing his reporting on Game File. This was tentative. Then, in January, when I got my own Clare Locke letter, I told Klimentov that I didn’t think it would make sense for me to publish him, not with me now being part of the story. I had my own version of this situation to tell. But I wished him well and said I’d refrain from telling my tale until he could get his reporting out there. Last Friday, Klimentov finally ran his investigation, in a nearly 48-minute video report for People Make Games. It covers various Clare Locke letters, how media outlets reacted to them and what to make of all this. His video weighs the merits of Kotick’s request and looks at some of the articles that were changed (one of which had a glaring error). I highly recommend watching it: (Note, I did some editorial consulting for a People Make Games video last year but nothing to do with this report.) While many outlets haven’t left any public evidence that they updated their Kotick coverage at Kotick’s counsel’s request, at least one has. Back in October 2025, the mainstream outlet Reuters applied the most transparent article update I’ve seen. On the 3rd of the month, they published an article about the state of the Swedish pension fund’s lawsuit. Days later, they added this: In an October 7 letter sent after publication of this article, Kotick’s defamation counsel disputed claims of widespread harassment at Activision. “Not a single investigation, court finding, verdict, or ruling ever concluded that there was any merit” to the allegations of widespread harassment at Activision, Tom Clare and Nick Brechbill of Clare Locke wrote. I’ve never added a statement to my article on Game File, because none was needed. Not for fairness’ sake, nor to meet any demands of Kotick’s lawyers. I’ve nevertheless wanted to be transparent with Game File readers. If someone powerful is questioning my reporting, is threatening a lawsuit over it… if that threat is part of a pattern involving other games media outlets and if, in my case, the whole thing ran into a ridiculous ditch, I want you to know about it. I also share this as a real example of how I handle threats to Game File. I stand up for my own reporting, even when it’s not comfortable to do so. (In that same category of standing up for the work I do, I’ll point to an incident in late August. Asocial media post I published to X/Twitter regarding reporting I did about Take Two and GTA VI was hit by bogus copyright claim by a firm working for the publisher. I pushed back and got it reversed; even while a bigger games media outlet let themselves be censored. This is the other reason I’m sharing this story: To emphasize that dealing with threats from powerful people is one of the costs of covering the video game industry independently and as fearlessly as possible. This is where you come in. Your support, through free and paid subscriptions (sign up here!), can help me keep doing that. It can ensure that I’ve got the back-up I need. And it can help make fiascoes like this even less of a worry, so I can spend my evenings dealing with more important things, such as making sure I steam the kids’ broccoli just right. 1 That pension fund lawsuit I wrote about in January has all but gone away. In May, the fund and Activision Blizzard owner Microsoft agreed to settle. Lawyers for the fund brokered a $250 million settlement for former Activision Blizzard shareholders. In the settlement, the fund’s lawyers changed their rhetoric. Where once they’d questioned the meaning of the California settlement language, they adopted a version of it for themselves. Several weeks ago, while seeking to get a court to sign off on the terms of the settlement, they proposed their fee for their work in the case: $60 million.

Sep 28 • 4:13 PM EDT • Technology • gamefile.news

White House to reopen part of Lafayette Square after eight months

Administration officials are still pursuing plans to build a permanent fence around the park.

Sep 28 • 4:10 PM EDT • Politics • washingtonpost.com

England’s Harry Kane eyes NFL kicking career

England soccer captain Harry Kane said he's interested in pursuing an NFL career as a kicker.

Sep 27 • 2:36 AM EDT • Sports • sports.yahoo.com

England’s Harry Kane eyes NFL kicking career

England soccer captain Harry Kane said he's interested in pursuing an NFL career as a kicker.

Sep 27 • 2:36 AM EDT • Sports • sports.yahoo.com

Kemper rebuilds its distribution structure as California diversification accelerates

Three leadership changes reflect a carrier managing a California correction while pursuing growth in Florida, Texas and specialty commercial auto

Sep 25 • 6:39 AM EDT • Business • insurancebusinessmag.com

MSU College of Letters and Science Distinguished Professor to talk about pursuing passions and excellence in Oct. 8 lecture

Brian Bothner will reflect on a career advancing biomedical research, mentoring students and expanding scientific opportunities across Montana in a free, public lecture at the Museum of the Rockies on Oct. 8.

Sep 24 • 4:16 PM EDT • Science • montana.edu

Giants reportedly pursuing Jimmy Garoppolo after Jaxson Dart injury

Couuld there be mutual interest between the Giants and the veteran quarterback?

Sep 24 • 9:47 AM EDT • Sports • sports.yahoo.com

Keith Dagostino Grant Advances Business Education Through New Hofstra University Student Opportunity

Undergraduate Applicants Invited to Submit Essays Demonstrating Resilience, Leadership, and Business Career AmbitionsOyster Bay, New York--(Newsfile Corp. - September 24, 2026) - The Keith Dagostino Grant announces a one-time scholarship opportunity for undergraduate students at Hofstra University who are pursuing business-related studies or preparing for careers in business. The initiative recognizes students who demonstrate resilience, leadership, and a commitment to professional development..

Sep 24 • 9:45 AM EDT • Business • finance.yahoo.com

EU science policy wonks debate prospect of stronger ties with Canada

Europe’s research and innovation sector has started asking questions on how European Commission President Ursula von der Leyen’s offer to make Canada “the first associate member of the EU” would actually work in practice, and who will get to shape priorities in a transatlantic relationship that is getting stronger. The Commission says it wants “a new model of association” under which the EU and Canada will aim to develop “a shared space” to face ongoing challenges. “Working in close coordination with our member states and the European Parliament, we will aim to create a new form of partnership that has not existed until now, building the closest imaginable form of association with a partner outside Europe,” a spokesperson told Science|Business.Locked in an escalating trade war with US President Donald Trump, who has repeatedly talked of annexing Canada, Prime Minister Mark Carney has been looking east, but full EU membership was never in play. Taking the floor a day after von der Leyen’s proposal, he agreed to strengthen ties under “an alliance of the future” but reined in enthusiasm on the new label. He also suggested expanding Canada’s involvement in the Erasmus+ student mobility scheme, to which it currently has limited access, and the next iteration of Horizon Europe. Canada joined the present Horizon Europe in 2024, but only contributes to collaborative projects.Neither side has detailed the next practical steps in developing this new relationship. “I think nobody at the moment truly knows how this will work,” said Michael Browne, chief executive and founder of Crowdhelix, a global collaborative network that connects players in research and innovation. “It’s more of a statement of intent for closer collaboration, which requires legislative frameworks and approval processes, which have not started.”Kurt Deketelaere, secretary general of the League of European Research Universities, said von der Leyen’s pitch to Canada is “politically significant, but the legal content still has to be negotiated and constructed.”Mattias Björnmalm, secretary general of the Cesaer university group, agreed that she had only opened “a political door” to Canada, as “associate membership does not come with a predefined set of rights in the EU institutions.”Not only does this status not currently exist as a legal category in the two treaties that set up how the EU functions, but the Commission president cannot unilaterally create a new category of EU membership.According to Deketelaere, Article 217 of the Treaty on the Functioning of the EU, which allows the bloc to make association deals with non-EU countries involving reciprocal rights and duties, is “the most obvious existing legal basis for building a much deeper EU-Canada relationship.”Getting universities involvedNo matter how this new cooperation takes shape, Liviu Matei, who heads the School of Education, Communication and Society at King’s College London, hopes to see universities involved in discussions from an early stage.“Its primary motivations, entirely justifiably, are political and geopolitical,” he said. “In the area of higher education, however, restricting the initiative to political and geopolitical considerations would limit the scope of cooperation and lead to distorted frameworks and counterproductive implementation.”It is all the more important since academic interests on the two sides of the Atlantic are “neither identical nor fully aligned,” Matei added. “This is not insurmountable; it simply requires work to articulate the details of this privileged cooperation, including its governance and funding frameworks, as well as its substantive content in education and research.”Related articlesCanada looks to deepen research and education links with the EUZaharieva hopes for a Horizon Europe deal in 2026Canada might participate in European Research Council schemes, for example, which was not on offer in the present Horizon Europe association agreement. But “there would have to be something in it for the EU,” Browne said. “They don’t want to be funding projects outside of the EU where intellectual property is going to sit outside of the EU. There has to be some kind of transfer of knowledge.”But access to funding will not by itself resolve all the practical difficulties of working together, said Björnmalm. “For researchers and students, these include visas and residence arrangements, recognition of qualifications and study periods, and the conditions for pursuing a research career across borders,” he said. “For universities, there is scope for more predictable access to shared laboratories, computing and research data, and stronger support for joint doctoral training and long-term institutional partnerships.”Linda Doyle, provost and president of Trinity College Dublin, said Europe should strive for the “closest possible expression” of this new political alliance. “If Europe is serious about recovering its voice and its place in the world, it needs to be strongly allied with countries who share its values and its vision for a stable, rules-based, peaceful world.”

Sep 24 • 8:00 AM EDT • Science • sciencebusiness.net

Mental and Behavioral Health Profiles – Memorial Regional Hospital – Lisa Wasserman, PsyD, ATR-BC, ATCS

For Lisa Wasserman, PsyD, ATR-BC, ATCS, art has always been a powerful tool for expression and healing. Rather than pursuing a career as a fine artist, she chose to help others explore their emotions, experiences and resilience through creative expression as a board-certified clinical art therapist. Colleagues describe her therapeutic approach as creating a safe, […]

Sep 24 • 7:43 AM EDT • Health • southfloridahospitalnews.com

Cherokee Nation Foundation Awards Behavioral Health

The Cherokee Nation Foundation has awarded five scholarships to students pursuing degrees in behavioral health. The Cherokee Nation Behavioral Health Scholarship is supported by a permanent $5 million endowment established through the Public Health and Wellness Fund Act, proposed by Principal Chief Chuck Hoskin Jr. and Deputy Chief Bryan Warner. “We worked hand in hand […]

Sep 23 • 10:09 PM EDT • Health • nativenewsonline.net

Building the future: UMass celebrates $125M Computer Science Laboratories

AMHERST — Inside a room at the Physical Computing Makerspace on the University of Massachusetts campus, a 3D printer is fabricating a chalk case that a teaching assistant will use to carry writing utensils. The case’s design started as a computer file, drawn up nearby by Bennett Gillig, a UMass graduate student pursuing a master’s […]

Sep 23 • 10:50 AM EDT • Science • amherstbulletin.com

“So… Are You Going to Law School?”: Villanova Should Support Political Science Students Pursuing Careers Beyond The Courtroom

When I tell people that I am a political science major, one of the first questions I am asked is, “So, are you going to law school?” as if political science comes with a predetermined career path: study government, graduate from college, take the LSAT and become a lawyer. While law is certainly a valuable...

Sep 23 • 8:00 AM EDT • Science • villanovan.com

AMC Entertainment Holdings (AMC) Begins $3.97 Billion Debt Refinancing

AMC Entertainment Holdings (NYSE:AMC) launched a US$3.97b debt refinancing effort aimed at reshaping its capital structure. The package includes new secured note offerings designed to retire existing 2029 notes through a comprehensive tender offer. AMC is also pursuing new first and second lien term loans that are intended to replace upcoming debt maturities. This large refinancing of 2029 notes and new secured financing only captures part of what could reshape AMC’s risk profile. Check out...

Sep 22 • 11:30 PM EDT • Entertainment • simplywall.st

Xpeng’s Tech-Licensing Expansion Meets a Core Auto Business Still Losing Money

Xpeng Inc. (NYSE:XPEV) is looking to expand its technology partnership with Volkswagen by pursuing similar deals with other automakers. The move follows a quarter in which services and other-business revenue nearly doubled, with the Volkswagen deal providing the key boost. However, the same results also highlighted growing pressure on the company’s core vehicle business. Its […]

Sep 22 • 8:36 AM EDT • Business • finance.yahoo.com

Kayak Clarifies Position in Business Travel Marketplace

Kayak for Business is looking to broaden its appeal beyond its enterprise configuration with Blockskye, targeting SMEs as well as large clients. SVP Eva Fouquet told BTN's Elizabeth West the company also is pursuing a hybrid strategy, developing AI capabilities while maintaining traditional online booking options as traveler trust develops.

Sep 22 • 12:00 AM EDT • Business • businesstravelnews.com

'Pursuing excellence in school and sports': What drives Norman North's Ben Kolar to success

Ben Kolar has never really seen football and school as two separate things.

Sep 18 • 5:33 PM EDT • Sports • oudaily.com

Washington judges defend Supreme Court candidate amid partisan politics dispute

(The Center Square) — A group of 62 current and former Washington judges is defending state Supreme Court candidate Sean O’Donnell after his opponent accused him of pursuing a partisan

Sep 15 • 7:30 PM EDT • Politics • thecentersquare.com

Ranking Members Markey, Velázquez, American Small Businesses Fight Back Against Trump SBA’s Discriminatory Anti-Immigrant Lending Policies

More than 120 small businesses and organizations pen letter of support for Ranking Member Markey’s resolution striking down Trump’s ban on awarding SBA loans to green card holders Letter (PDF) (Washington, September 15) – Ranking Member Edward J. Markey (D-Mass.) today garnered additional support from Main Street small businesses for his Congressional Review Act (CRA) resolution to rescind the Trump administration’s discriminatory policy that bans green card holders from accessing essential Small Business Administration (SBA) loans. In a letter of support, more than 120 American small businesses and community organizations, led by Small Business Majority, applauded Ranking Member Markey’s efforts to overturn the Trump administration’s anti-immigrant lending ban and advocated for the passage of Ranking Member Markey’s CRA resolution in the Senate. House Small Business Committee Ranking Member Nydia M. Velázquez (D-NY-7) is leading the resolution in the House of Representatives. The Trump administration’s green card holder ban is the most recent escalation of SBA’s draconian citizenship restrictions that are killing jobs and putting the American Dream further out of reach for entrepreneurs. In Fiscal Year 2025, Trump’s SBA made an estimated $5.5 billion in loans to green card holders, which supported more than 80,000 jobs nationwide. “The Trump administration’s continued attacks on American small businesses and jobs are anti-American, they’re discriminatory, and they’re dragging down our communities and our economy. Thanks to partners like Small Business Majority, countless small businesses, and community organizations, we are fighting back and holding them accountable,” said Ranking Member Markey. “I will not stop fighting to rescind this hateful policy that attacks American entrepreneurs and prevents them from pursuing the American Dream.” “Small businesses and organizations across the country are sending a clear message that the Trump administration's discriminatory lending rules are bad for business,” said Ranking Member Velázquez. “I want to thank Small Business Majority for leading this effort and amplifying the voices of the entrepreneurs who create jobs and strengthen our local economies. As Ranking Member of the House Small Business Committee, I will keep pushing to stop these attacks on the American Dream and ensure that every eligible entrepreneur can access the capital they need to succeed.” In the letter, the small businesses write, “Congress must reaffirm its commitment to serving those who are rightfully and legally entitled to accessing key government guaranteed loan programs in pursuit of the American Dream. Restoring access to responsible, government-guaranteed loans for such a critical segment of our economy will allow thousands of small businesses to access the capital they require to grow and invest in American communities. If Congress does not act to protect access to the very ideals that our country was founded upon by rewarding those who adhere strictly to legal immigration pathways, local economies, communities and Main Street will pay the price.” Ranking Member Markey’s CRA resolution follows his introduction of the Investing in the American Dream Act alongside Ranking Member Velázquez earlier this year. The Investing in the American Dream Act would roll back the SBA’s draconian lending restrictions and restore previous SBA lending policies for immigrant entrepreneurs lawfully in the U.S., including green card holders, refugees, and asylees. More than 100 organizations have called for the passage of the legislation and more than 60 Massachusetts state legislators have raised concerns about the impact of the citizenship restrictions in their local communities. Ranking Member Markey is fighting for small business owners and immigrants that rely on SBA loans to start and run their businesses, create jobs, and contribute to their communities. In July, Ranking Member Markey and Ranking Member Velázquez introduced a bicameral resolution to rescind the Trump administration’s policy that bans green card holders from accessing essential SBA loans to start and grow their businesses and invest in Main Streets nationwide. In May, Ranking Member Markey highlighted the significant contributions of immigrant entrepreneurs in Massachusetts and across the country and condemned the Trump administration’s repeated attacks on immigrant communities at a Small Business Committee hearing. MIRA’s Elizabeth Sweet, who participated in Ranking Member Markey’s listening session earlier in May, provided testimony at the hearing. Also in May, Ranking Member Markey hosted a listening session at the Urban College of Boston to hear directly from several Massachusetts immigrant small business owners, lenders, and chambers of commerce how President Trump’s cruel and callous anti-immigrant policies are hurting Main Streets in the Bay State. Earlier in May, Ranking Member Markey hosted a press conference alongside Ranking Member Velázquez, Democratic lawmakers, and stakeholders to condemn the Trump administration’s harmful anti-immigrant lending policies and to introduce the Investing in the American Dream Act. In March, Ranking Member Markey released a comprehensive report detailing the harms to small business owners, workers, and consumers caused by the Trump administration’s ICE raids in communities across the country. In February, Ranking Member Markey introduced the Small Business ICE Disruption Fund Act, which would provide grants to small businesses that have been impacted by the Trump administration’s violent immigration enforcement actions on Main Streets across the United States. Earlier in February, Ranking Member Markey, Ranking Member Velázquez, Congressional Black Caucus Chair Yvette Clarke (D-N.Y.), Congressional Hispanic Caucus Chair Adriano Espaillat (D-N.Y.), and Congressional Asian Pacific American Caucus Chair Grace Meng (D-N.Y.) sent a letter urging the SBA to rescind their lending rule change that bars legal permanent residents from receiving SBA loans. Previously, Ranking Members Markey and Velázquez released a statement condemning the actions of the SBA after it announced that small businesses with legal permanent residents will be barred from receiving SBA loans. In December 2025, Ranking Member Markey and all Democratic members of the Senate Small Business Committee sent a letter to the SBA reiterating concerns with the SBA’s citizenship requirements and highlighting a drop in SBA lending volume. In September 2025, Ranking Member Markey heard directly from SBA lenders about the issues with the citizenship verification requirements. In July 2025, Ranking Members Markey and Velázquez sent a letter to the SBA expressing serious concerns with the agency’s new, draconian citizenship verification requirements that require small businesses seeking SBA loans to be 100% owned by U.S. citizens, nationals, and legal permanent residents. ###

Sep 15 • 11:58 AM EDT • Business • sbc.senate.gov

Carrick on bouncing back, Baleba and pursuing trophies

Manchester United boss Michael Carrick spoke to the media to preview Wednesday's Carabao Cup third-round tie against Brighton at Old Trafford (20:00 BST kick-off). On the importance of winning trophies this season, he said: "Trophies is the beauty and the feeling of winning, it's what we're in football for, what we're in sport for, and certainly what I'm at this club for is to try and win."

Sep 15 • 8:55 AM EDT • Sports • sports.yahoo.com

Procurement Readiness: Is Your Business Ready for the Contracts You’re Pursuing?

Read Procurement Readiness: Is Your Business Ready for the Contracts You’re Pursuing? by Georgia Business Council for SaportaReport here.

Sep 14 • 1:20 PM EDT • Business • saportareport.com

Two Students Named 2026 Astronaut Scholarship Recipients

Victoria Little and Avery C. Love have been selected as 2026 Astronaut Scholars, an elite scholarship awarded annually to the nation’s most academically accomplished students pursuing STEM degrees.

Sep 14 • 9:32 AM EDT • Science • ncat.edu

Grad Takes Her Passion for Sports Media to the NFL

Cedarville graduate Cassandra Pietruszka is pursuing her dream of sports journalism as a Cleveland Browns social content intern. From Cedarville athletics to...

Sep 14 • 9:27 AM EDT • Sports • cedarville.edu

Clippers owner Steve Ballmer accepting NBA's punishment after Kawhi Leonard scandal, not pursuing legal battle

The NBA determined last week that the Clippers did circumvent the salary cap in deals with Kawhi Leonard.

Sep 13 • 11:07 PM EDT • Sports • sports.yahoo.com

The politics and possibilities of ‘AI could kill us all’

I found myself fielding a lot of questions from folks who don’t usually talk much about AI this week. They were mostly along the lines of “do you think AI is going to kill us all?” or “how worried should I be about this human extinction stuff?” Motivating this wave of existential anxiety was the highly dramatic resignation of now-former Anthropic employee Jacob Coxon, who quit his job while publicly sharing his concerns about safety practices at the leading AI companies. More specifically, he declared that almost everyone at OpenAI and Anthropic, the leading AI labs, believes that there’s a decent chance the AI systems they’re producing could “kill us all” by the end of the decade, and the companies aren’t “acting responsibly.” Other AI safety researchers, including those still employed at Anthropic and OpenAI, all confirmed that yes, Coxon is correct, they’re all worried that their company’s products might prove fatal for the entire human race as well. Two more AI employees quit and joined the chorus. Now, the warning shot has been covered everywhere from the Wall Street Journal to Fox News to WIRED to the Guardian. I understand why all this sounds scary, but my response to those who have asked, has generally been: No, you don’t need to worry that AI will kill go rogue and kill us all. But that does not mean we shouldn’t worry, period. Far from it. The companies building AI products are now among the wealthiest and most powerful entities in the world. And they very much are building enormous engines of mass surveillance, extraction, and automation. They can and have allowed their AI systems to carry out felony hacks of other companies, provided the government with autonomously generated kill lists, and sold enterprise technology to firms around the world that is explicitly intended to replace jobs. But “AI” has done these things not because they have all-powerful minds of their own but, ultimately, because people have programmed, calibrated, and directed them to. In other words, it’s not AI we need to worry the most about. It’s the people and corporations working to profit from and gain power by deploying it. The technology is sophisticated, sure, and, especially in cybersecurity contexts, potentially disruptive to plenty of existing systems. But if we want to stop this predatory, profiteering, and extractive form of AI—and it’s worth noting that at this point, most people do—we absolutely can. A quick note/plea: I can only do all of this with the support of readers like you, so if you find value in independent, critical tech journalism and analysis, please consider becoming a paid subscriber. I want to keep as much of this un-paywalled as absolutely possible, and I need your support to do so. Many thanks to all who continue to chip in, it’s very much appreciated. Onward. Subscribe First, some context: AI industry folks like Coxon have been discussing the prospect that AI will destroy humanity for years. Even before the beginning of the AI boom, many working in the industry, from the executive staff to the rank and file researchers, have obsessed over ‘x-risk’, or the possibility that AI will become sentient or semi-sentient and move one way or another to exterminate humanity. This is ostensibly why Elon Musk bankrolled OpenAI in the first place, and is the grounds for his lawsuit alleging OpenAI betrayed its charter by abandoning its nonprofit status to become a commercial enterprise. Many AI engineers and startup founders have calculated their own personal p(doom), or the probability that the tech product they are working on will initiate an actual humanity-extinguishing apocalypse. 10-25% p(doom)s are pretty common. (I wrote about a long weekend I spent among these folks at one of their top conferences here, to give you an idea of their ideas and belief systems.) Sam Altman himself drove the narrative of the imminent rise of a super-powerful AI, or artificial general intelligence, to prominence by declaring that the technology he was building posed an existential risk to humanity. This idea is in other words baked into the DNA of modern AI companies and into the products they engineer. It’s also why the industry is routinely accused, by myself and others, of “doom marketing,” ie, using such proclamations and framings to impart the sheer power of the technology behind your product onto investors, partners, consumers, and the state. Some ambient understanding of this tendency may have helped prevent the press from repeating the claim every time one of the x-risk folks made it over the years, including when they quit their jobs at AI companies while doing so. Yet Coxon’s AI x-risk alarm has broken containment, as they say, and has exposed the idea to the mainstream media once again. This has happened, I think, for a number of reasons. First, when AI CEOs were going around saying AI might kill everyone in 2023, their companies were well-capitalized, but not nearly to the extent they are today. They were more easily dismissed as eccentric geeks of the sort that Silicon Valley is supposed to produce. Now, not only do their products have much greater market saturation, but people are more aware of a) the often unethical ways the executives and companies comport themselves b) the other adverse impacts of AI that have already arrived, and c) the physical cost of building these systems, particularly when it comes to data centers. Finally, toss in the constant stream of headlines in 2026 about AI models going rogue or potentially upending the world’s infrastructure. [ ](https://www.bloodinthemachine.com/p/with-the-backlash-to-data-centers) [ With the backlash to data centers, Flock and AI glasses, a mass opposition to big tech is underway. Silicon Valley is in denial. ](https://www.bloodinthemachine.com/p/with-the-backlash-to-data-centers) Brian Merchant · Aug 27 [ Read full story ](https://www.bloodinthemachine.com/p/with-the-backlash-to-data-centers) As a result, general sentiment was already overwhelmingly skeptical of AI and its overlords, so the table was pretty well set for someone to come along and say ‘just a reminder, the companies that are building the product that promises to take your job and leave a data center in your neighborhood also think that it might exterminate the human race’ and get a strong reaction from the media and the public. The question is: Should we understand this stuff as hype, strategically fanned to feed already swelling valuations? Is it doom marketing? Genuine cause for alarm that the infrastructure that undergirds modern life is facing a novel threat vector? Or reason to be sincerely worried that AI companies are amassing too much power, and that their products are genuinely dangerous? The answer, I’m afraid, is “yes.” Let me try to untangle all of this a bit, because arguments over how to navigate this moment are extremely heated right now, as they are essentially arguments over how to approach the politics of AI at a moment where there may be a unique opening for action. Those sympathetic to AI alignment concerns and x risk arguments—which increasingly includes a faction on the left who want to shut down AI over safety concerns—argue that people who dismiss AI as all hype have their heads in the sand. Meanwhile, critics of the x-risk narrative—which I might note includes a cadre of investors and tech folks on the right, too—argue that it is hype and can be used to further inflate valuations or for pursuing regulatory capture. The challenge is that many feel that dismissing AI as just hype or purely marketing also diminishes the urgency of taking on the AI industry as the novel and threat to labor, civil society, and the public sphere it is; others that by accepting the industry’s own terms, we imbue it with undue power and enable it. But let’s be clear: Declarations that AI is so powerful it might end the world are a kind of marketing, and anyone who says otherwise is just as off base as those who say that’s all that it is. If you don’t think that these sub-trillion dollar companies have higher-ups who noticed that when their founders talked about super-powerful dangerous AI they got spikes in media interest and phone calls from investors, or that those founders didn’t notice that themselves, and lean into certain narratives to advantage their products, then I don’t know what to tell you. Not all marketing is a Pepsi ad campaign with a celebrity spokesperson. Yet confronting the AI industry should certainly be considered an urgent project. Do I share the x-riskers’ fear that out-of-control, super-intelligent AI agents might end the world? I do not. I’ve read a good deal of AI extinction literature over the last couple of years and I have not come across a credible, step-by-step documentation of how exactly AI might move from self-recursively improving AI to killing every single human on the planet. Most of what I’ve read seems predicated on a sort of reverse Ian Malcolmian logic: Eventually, it becomes smart enough and AI, uh, finds a way (to exterminate humanity). Are the AI companies also overstating and dramatizing what their products can do? Yes, pretty much all the time. They’re in a knife fight for market share and are trying to win customers and government contracts before their investors come knocking. And yet. They have concentrated enormous amounts of compute, have extensive data collection and surveillance capacities, have inserted themselves into the state in numerous capacities, including military kill chains, and they are being run by egomaniacal billionaires who are rushing to monopolize an entire new market. The way I think about their most recent frightening-seeming exploits is not as a “swarm of rogue AI agents building a new civilization” or whatever, but as corporations with a hitherto-unimaginable amount of compute at their disposal recklessly experimenting with automation programs, completely unafraid of any repercussions because we have been unwilling or unable to impose any on them. So I think we should welcome any newfound imperative to hold them accountable. I also think that ultimately, the AI critics, Pause AI folks, leftists, doomers, effective altruists, and, honestly, most of the public, want a lot of the same things: legitimate checks and limits on AI companies’ power, actual transparency into what the companies are doing, and for more of AI to be under public control. (Ultimately, a lot of what animates the x-risk fears are rooted in just that: a fear of losing control.) How we move towards all this, exactly, is the question of the day, and while there’s much to be argued over in terms of building a viable political platform to challenge the AI industry’s power, I do want to cast a vote against one particular approach. Not to pick on Chris here, as there are a lot of folks out there proposing stuff like this, and the policy ideas actually stem from AI safety groups. But not only would this be challenging to land politically (I can already hear the ‘China will beat us to AGI’ calls) and all but unworkable in practice, this approach is a) far too limiting, b) fails to address the current harms caused by AI and c) would likely only wind up serving Anthropic and OpenAI; it’s what regulatory capture looks like in action. Full model transparency is the floor for what should be on offer here. If these companies believe their products will kill us, the very least we deserve is to know how. It’s in the public interest. I would also argue we might get a lot of the way to stopping any currently envisioned robot apocalypse simply by forcing AI companies to assume liability, and to submit to the full brunt of the law. If Sam Altman were liable to be charged with a felony for approving the hack on Hugging Face1, if Google was forced to pay defamation fines each time it published a false and injurious AI Overviews, these companies might suddenly find cause to restrain their models’ output, and we might hear less about rogue AI. We would need to introduce new frameworks and available tools for tracking automated lawbreaking, to be sure, but I’d wager that little would frighten the AI companies more than actually being held accountable for what their products enable. To that end, Illinois has passed an AI liability law, which the industry fought tooth and nail, and Florida is considering one. The next steps would be towards moving AI under public control; again, it’s only reasonable, since everyone, not just AI insiders, should get a say over how a technology whose developers say might kill us is developed and deployed. Dismantling the whole industrial project as currently structured should be on the table, too, pending democratic input. But that’s for another post. For now, suffice to say that while I won’t be losing any sleep about an AI-enabled extinction event, Mr. Coxon and co. have given us an opportunity to underscore the urgency of the clear and present damage AI companies are doing, the extreme power they wield and the extent to which they hold themselves unaccountable, and the abundance of political capital there is out there for taking them on. Subscribe 1 Purely speculative! I do not know if he did or not.

Sep 12 • 3:59 AM EDT • Politics • bloodinthemachine.com

Wilmington health tech founder launches new venture

Several years after launching his health tech startup Artemis Immersive, founder Adam Isley is setting his sights on new horizons. Co-founded in 2023 by husband-and-wife Adam Isley and Kaylan Barbrey, along with Matthew Raffa and Bill Blakesley, Artemis Immersive began as a spatial medtech company that created digital renderings of medical scans for viewing in augmented reality (AR). Isley said the firm, which won an NC Tech award in the Biotech + HealthTech Innovation category last year, has raised $1.2 million in total in seed funding since launching. Isley has since created a new venture, Research and Me, building on the Artemis platform. Like Artemis Immersive’s core software, VoxScan, Research and Me combines health data with artificial intelligence in a 3D interactive environment to help patients better understand health outcomes and provide integrative wellness support. While the Artemis product is no longer Isley’s primary focus, he said the company’s technology and ambitions have evolved into different ventures, like Research and Me. "It's a different venture building on the Artemis platform, and there'll probably be more,” Isley said. He added, "I was very disappointed in the quality of the information available to general patients about their healthcare... I wanted to give patients more and a better plate of choices." Research and Me is still in its beta phase, Isley said, with usability testing ongoing in partnership with the firm’s partner, Medicap Pharmacy and Wellness Center, owned by Barbrey. "As someone who's kind of dedicated their life to working in healthcare, I've tried to bring this spirit and passion to it,” he said, “and a lot of the resources that we'll be providing are free — like a base level of free care for any patients, or medical education if they've got specific conditions." Isley describes Research and Me as a “patient-first” platform designed to securely store and pseudonymize health data and use AI and medical literature to generate insights. The insights are presented in an interactive 3D environment for patients and providers to explore conditions, treatments and wellness plans together. "It's almost like a democratization of understanding medical information," Isley said. "We take a whole bunch of clinical data, we take a whole bunch of peer‑reviewed, published studies on PubMed, and we try to turn them into chunks of information that normal humans can understand." Like VoxScan, the Research and Me platform lets users interact with 3D anatomical models for visualization. The platform provides a space for tracking, notes and insights. The platform also supports video conferencing, Isley said, allowing providers or coaches to examine models and data together. "We wanted to create a safe environment where you can start to learn and experiment with new features about your health, using agents to do that,” Isley said. While Research and Me is in beta-phase testing with Medicap Pharmacy, Isley said he envisions the platform serving a wellness-oriented community, working with sports performance clinics and hormone optimization. Isley, who is working towards a wellness-coach board certification, also plans to offer functional wellness consults through the platform. Long‑term, Isley says he wants the platform to embody an “integrative health practitioner” approach, “connecting experts of different fields and specializations in a way that they can make a greater impact in people's lives.” “For people in the state of North Carolina, it's already a win,” Isley said of the Medicap rollout, noting that partner clinics get “immediate resources for learning about their health and wellness conditions… out of the box.” Isley plans to launch Research and Me’s provider portal in 2028 and begin pursuing integrations with larger systems, he said.

Sep 11 • 1:12 PM EDT • Health • wilmingtonbiz.com

Jonathan Kuminga’s ‘Winning Culture’ Quote Sparks Lakers Fan Backlash

The Los Angeles Lakers spent a solid portion of the 2026 NBA offseason pursuing Jonathan Kuminga. Once it became clear that Kuminga wasn’t guaranteed to return to the Atlanta Hawks, the Lakers became one of the most notable suitors on his shortlist. Ultimately, Kuminga went to the Minnesota Timberwolves. When he was officially introduced as […] The post Jonathan Kuminga’s ‘Winning Culture’ Quote Sparks Lakers Fan Backlash appeared first on HEAVY.

Sep 11 • 3:30 AM EDT • Sports • sports.yahoo.com

Adolescent Pregnancy Prevention Week 2026

Across Latin America and the Caribbean, thousands of girls become mothers during adolescence each year. While many face significant challenges, one pregnancy should not determine a girl's future. With access to quality health services, education, social support, and informed reproductive choices, adolescent mothers can continue pursuing their goals, raising healthy children, and contributing to their communities.

Sep 10 • 12:05 PM EDT • Health • paho.org

Local politics limits China’s rare earth leverage

China’s rare earth dominance rests on a fragmented system of ministries, provinces and firms, each pursuing their own interests.

Sep 9 • 8:00 PM EDT • Politics • eastasiaforum.org

Why a cannabis business is betting on dogs to reach FDA approval

Endovia is pursuing FDA veterinary approval for its cannabinoid drug targeting canine cancer and chronic pain in the companion-animal market.

Sep 8 • 9:28 AM EDT • Business • mjbizdaily.com

BlackSun’s Seattle NBA bid could include sports-entertainment complex on tribal land

BlackSun Private Equity is pursuing a Seattle NBA expansion bid that could place the team in a new arena on Tulalip Tribes’ land near Marysville, about 30 miles north of Seattle.

Sep 4 • 11:44 AM EDT • Entertainment • sportsbusinessjournal.com

Penn State Dairy Barns made animal science student 'feel at home'

Three years of working in Penn State’s Dairy Barns have been impactful for Hannah Mansfield, a spring 2026 College of Agricultural Sciences graduate who is pursuing a master’s degree in animal science.

Sep 2 • 10:30 AM EDT • Science • psu.edu

DEAG Reports Stable Business For First Half Of 2026

Deutsche Entertainment AG (DEAG) performed well in the first half of financial year 2026, after consistently pursuing its buy-and-build strategy and

Sep 2 • 5:48 AM EDT • Business • news.pollstar.com

SUNY Fredonia graduate takes FCS science job

Ava Waterman won’t have to travel far for her first teaching job. This fall, she makes the jump from SUNY Fredonia to the Fredonia Central School District as Fredonia’s new Science Teacher. Waterman graduated from SUNY Fredonia with a Bachelor’s Degree in Adolescence Education: Biology and is currently pursuing a Master’s Degree in Curriculum and […]

Sep 1 • 8:00 PM EDT • Science • observertoday.com

Augusta Health Foundation Celebrates 2026 Scholarship Recipients

FISHERSVILLE, VIRGINIA —Augusta Health Foundation is pleased to announce the recipients of the 2026 John B. Davis Scholarship and the Kent-Holbert Scholarships. Made possible by generous contributors, these scholarships help local students pursuing careers in healthcare and related fields continue their education and prepare for the future. The Augusta Health Board of Directors established the […]

Sep 1 • 10:17 AM EDT • Health • augustahealth.com

Minnesota Wild Still Heavily Pursuing Dylan Larkin

The conclusion of the Detroit Red Wings Dylan Larkin saga has taken longer than anticipated as NHL training camp draws near and yet the captain still remains with his squad after requesting a trade earlier in the summer. Perhaps, this is a move that will not take place until Detroit finds a new GM to […] The post Minnesota Wild Still Heavily Pursuing Dylan Larkin appeared first on HEAVY.

Aug 26 • 2:32 PM EDT • Sports • sports.yahoo.com

Sudan’s conflict worsening, UN political and peacebuilding chief warns

On 24 August, the Security Council held a briefing on Sudan at the request by Denmark to discuss the protection of civilians and the humanitarian consequences of the ongoing conflict. “The consequences of this conflict will be long-lasting and should shock us all,” said Rosemary DiCarlo, Under-Secretary-General for Political and Peacebuilding Affairs.Civilians face one of the worst humanitarian crises, she said, as they deal with frequent drone attacks against markets, schools, fuel stations and water infrastructure, and the rainy season. Some 13 million people have fled their homes, but access challenges have made it impossible to confirm the true death toll, "it is likely to be in the hundreds of thousands", she said. “Brutal mass killings and atrocities, abductions of women and girls and mass rapes are recurring patterns,” she warned.In North Kordofan, drone attacks continue as both parties compete for control of strategically important towns, she said, reiterating deep concern at the imminent risk of large-scale atrocities by the Rapid Support Forces in and around El abdede. Drone strikes near Tina, on Sudan’s border with Chad, where the refugee influx has intensified pressure on already scarce land, have led to violent disputes over resources. Plus numerous armed movements are pursuing their own territorial and political interests. The UN continues to support efforts of the QUAD - United States, Saudi Arabia, Egypt, United Arab Emirates – for a humanitarian truce. And it is working with the Quintet partners, the African Union, the Intergovernmental Authority on Development (IGAD), the League of Arab States, and the European Union to help advance a viable political path. “Our goal is to build confidence in the political path and pave the way for an inclusive Sudanese-led dialogue for a shared vision for the country’s future,” she said. Sudanese authorities have also bolstered efforts to support civilian dialogue. “Their desire for an inclusive and durable peace is clear,” she said. Both parties must now make concrete commitments on releasing of prisioners, particularly vulnerable groups such as women and children. “The Personal Envoy will travel to Sudan shortly to advance these conversations," she said.

Aug 24 • 8:00 AM EDT • Politics • dppa.un.org

Exxon Eyes Shell's $8 Billion U.S. Chemicals Business

ExxonMobil is among several bidders pursuing all or part of Shell’s U.S. chemicals business in a potential deal valued at up to $8 billion.

Aug 24 • 3:15 AM EDT • Business • oilprice.com

U-M BME Expands Pre-health Advising for Engineering Students Pursuing Careers in Medicine, Health Care

A new advising pilot housed in Biomedical Engineering is helping U-M engineering students and alumni navigate medical, dental, PA, PT, optometry, veterinary and other health professional pathways with more structure, coaching and support.

Aug 22 • 1:36 PM EDT • Health • bme.umich.edu

Reimagining how scientists study the chemistry of the air

Professor Victoria Barber and doctoral student Cooper Crabtree are spearheading Keck Foundation-funded project charting a path toward better understanding atmospheric oxidation. by Álvaro Castillo, UCLA College of Letters and Science From the vantage point of Victoria Barber, a UCLA assistant professor of chemistry and biochemistry, understanding the chemical reactions that shape air quality and climate are among the most pressing scientific challenges of our time. And thanks to a recent grant from the W.M. Keck Foundation, she and doctoral student Cooper Crabtree will spearhead a new research project exploring exactly how pollutants form in the atmosphere. Specifically, the project will examine how volatile organic compounds transform through atmospheric oxidation and explore how pollutants, like smog, form in the atmosphere. VOCs are released by sources ranging from trees and wildfires to vehicle exhaust pipes and consumer products such as cologne and perfume. As they undergo atmospheric oxidation, they can transform into a wide range of other compounds. Anyone in Southern California can attest to the urgency of this area of research — for example, in late July of this year, Los Angeles County was under an active ozone pollution advisory for almost a full week. While many people associate ozone with the protective ozone layer high in the stratosphere, ground-level or tropospheric ozone is a harmful secondary pollutant formed through atmospheric oxidation. Understanding how VOCs transform into pollutants like ozone is therefore critical to improving air-quality forecasts and informing strategies to reduce exposure. “My group is focused on trying accelerate our understanding of these networks of reactions so that we can do a better job of predicting how those pollutants form,” Barber said. “When we make decisions about how we might alter emissions, we can understand how that’s going to influence the production of these downstream pollutants.” With support from the W. M. Keck Foundation, Barber and Crabtree are developing new experimental approaches that will combine — and improve — techniques to study hundreds of chemical systems more efficiently than traditional methods allow. Instead of spending years decoding a single VOC, the project seeks to dramatically expand the pace and scale of discovery. The grant comes at a particularly important moment for environmental research. Barber, who joined UCLA in 2023, says funding for climate and air-quality research, especially for early career scientists, has become increasingly difficult to secure, a challenge compounded for ambitious projects that require building entirely new research infrastructure. The Keck Foundation’s support, Barber said, provides the flexibility to pursue bold early-stage, high-risk ideas that may be more difficult to fund using conventional federal funding sources. “It’s really, really hard to do environmental research under the current federal paradigm,” Barber said. “By stepping in and providing stable and flexible funding to explore this new idea, the Keck Foundation is making a huge difference to my research program.” In addition to funding early-career faculty, the Keck Foundation’s support is also focused on empowering graduate students like Crabtree in their scientific growth. The project gives Crabtree the opportunity to help develop an entirely new experimental approach to studying atmospheric chemistry — an experience that will provide him with valuable technical skills, scientific training and preparation for the next stage of his career. Stable funding also allows doctoral students like Crabtree to devote themselves more fully to research rather than balancing their scientific work with additional teaching responsibilities needed to cover funding gaps. “Getting to devote more of my time to research this past school year has greatly improved the pace and quality of our experiments, data analysis and planning for our future work,” said Crabtree, who is pursuing a Ph.D. in chemistry. “I feel very lucky — especially amid the current uncertainty surrounding scientific funding — to be able to continue exploring exciting knowledge gaps in our field and growing as a scientific researcher.” For Barber, mentorship is among the most rewarding and important aspects of her role as a faculty member. “Our jobs as faculty are to do good science and make good scientists,” she said. “I believe the Keck Foundation shares this belief and sees the potential positive impact this project can have.”

Aug 21 • 3:28 PM EDT • Science • chemistry.ucla.edu

Chatham University merges business and environmental schools

The merger of two schools at Chatham University, school leaders believe, will create stronger, interdisciplinary opportunities for graduates pursuing careers in business and environmental sustainability. Chatham announced earlier this month the formation of the Falk College of Environment, Leadership and Management — a merger of the School of Business and

Aug 17 • 5:00 PM EDT • Business • triblive.com

Roane State inks articulation agreements with MTSU for aerospace and fire science pathways

HARRIMAN, Tenn. — Roane State and Middle Tennessee State University have signed articulation agreements partnering with Tennessee Flight Training and supporting streamlined transfer opportunities for students pursuing two of the community college’s newest offerings — aerospace and fire science. Presidents from both institutions, along with the president of Tennessee Flight Training, met at Roane State’s campus in Cumberland County on […]

Aug 17 • 1:53 PM EDT • Science • mtsunews.com

Additional charges filed against former UF Health doctor found dead in Alachua County Jail

A former UF Health doctor facing child pornography charges was found dead inside the Alachua County Jail on Aug. 13, as investigators were pursuing additional charges against him.

Aug 14 • 10:53 PM EDT • Health • wcjb.com

AI needs science’s search history

“Actually, that’s where the gold is,” said Alasdair Russell, my graduate school friend who leads a pre-clinical genome editing group at Cambridge. He was talking about the winding road of science that is omitted from published papers. “When you’re discussing how to do the experiment, and why this way is better than another way, and what does the data really mean? I know what it shows, but what does it mean?” At RAAIS 2026, he described how his group has begun logging the twisting path of discovery as it happens, recording the verbal and written exchanges that normally disappear. Ideas become nodes in a living graph: they branch when a meeting produces two plausible experiments, merge when separate lines of evidence converge, and go dark when someone quietly stops pursuing them. In his implementation, one agent scores novelty, while another tries to learn “how scientists think and how they navigate through a complex world of data,” so that high-potential nodes can trigger deeper investigation. As frontier AI labs deploy agents toward scientific discovery, giving AI authentic scientific taste remains a trillion-dollar dilemma. The bottleneck is that the record we have kept for centuries of science might be insufficient to get us there. The experiments that never make the paper Peter Medawar, 1960 Nobel laureate and “father of transplantation,” asked in 1963 whether the scientific paper was a fraud, and answered yes: the form of the paper misrepresents the thinking that produced it. Sixty years on, the diagnosis is unchanged. A paper presents a clean progression from hypothesis to result to conclusion. Lost along the way are the unconventional theories, the abandoned or unaffordable methods, and the underwhelming and inconclusive data. It reads like a browser history with every dead end deleted: the ten open tabs, the four rephrased queries, the wrong turn down a subforum. All scrubbed, leaving one clean path from question to answer as the canonical path. What has changed since then is that the discarded material is now worth something. No high-impact journal wants these artifacts, but raw trial and error is the most likely source of the training data required to develop scientific intuition, or what researchers call taste. Earlier attempts to capture the discards were motivated by scientific integrity. The Journal of Negative Results in Biomedicine launched in 2002 to publish rigorous studies that disputed established models or exposed ineffective treatments. Its archive preserved negative conclusions after they had become papers, rather than the live alternatives and arguments that produced them. BioMed Central closed it in 2017, saying the mission had been served now that other journals publish null results. A less generous reading is that in fifteen years it published around 200 papers because almost nobody wants to read a negative result, let alone write one up when it will not count toward academic tenure. AI models are different. Even an uninteresting negative result can be useful, provided it is labeled. Earlier this year, Anthropic put a version of this to the test. The company pulled 129 decision points from real Claude Code sessions between January and March 2026, showed models the work up to a human detour, and asked what should happen next. Claude Mythos Preview beat the human choice 64% of the time, while Opus 4.5 managed 51%. The comparison was tilted toward the models because Anthropic deliberately chose moments where the human decision had room for improvement. On 127 further scenarios where the human action was already strong, the models improved on it only about 20% of the time. The study was possible because Anthropic’s researchers work inside a tool that logs by default. The reasoning, detours and outcome are produced in the same working environment. Biology has no equivalent. Its reasoning happens in hallways, at benches, in Slack threads and on whiteboards, while the outcome arrives weeks later somewhere else. The record has to emerge from the work itself. Ask scientists to reconstruct it afterwards and we’ll create another polished account. Subscribe A log is not a label Before any of this becomes training data, a negative result has to say what failed. The first paper published in the Journal of Negative Results in Biomedicine examined 234 negative studies across five leading medical journals. Only 30% discussed statistical power, and half clearly defined a primary outcome. Tell a model an experiment failed, without telling it whether the assay was underpowered, a reagent had degraded, or the hypothesis was simply wrong, and it will learn noise with confidence. Decision histories have a second missing label too. When a lab considers five experiments and runs one, only the chosen branch returns an outcome. The other four are experimental counterfactuals. Researchers call this the selective labels problem: the data reveal results only for the actions someone chose to take. Such a record can teach a model to imitate a lab’s taste, but it cannot establish that the taste was good. It also smuggles local constraints into general lessons. A lab that never ran cryo-EM because it did not own a microscope teaches a model that cryo-EM is rarely the right call. Alasdair’s nodes preserve the candidate set, which is the necessary first step. To be useful, each decision record needs six fields: The evidence available at that moment, and nothing that arrived later. The candidates considered, including the ones dismissed in a sentence. For each candidate: the expected result, the confidence attached to it, and the cost in time and money. The route chosen, and the reason. What happened next. How the evidence changed the scientist’s view. These must be timestamped before the outcome, because hindsight turns uncertainty into inevitability. Disagreement also has to survive. Averaging three scientists into one clean rationale reproduces exactly the information loss we are trying to fix. But there is an obvious failure mode here. Once decisions are logged and scored, people log for the record post-facto. Anyone who has watched an electronic lab notebook fill up with retrospective tidying knows how quickly a research tool becomes a compliance exercise. A record that costs a scientist ten minutes of honest reflection per decision is worth far more than one that costs an hour of performance. A publication initiative called Registered Reports offers a useful starting point. Here, researchers submit their rationale, methods and analysis plan for peer review before the data exist, and the journal commits in principle to publish if they follow the approved plan. Nature has now expanded the format across every field it covers. This approach to paper writing timestamps intent before the outcome, but it freezes one plan. A useful search history must also preserve how the plan changed, which alternatives were rejected, when, and on what evidence. Subscribe Run the runner-up Autonomous labs show what happens when decisions and outcomes are connected in a loop. Liverpool’s mobile robotic chemist ran 688 experiments over eight days in a ten-variable formulation space. A batched Bayesian search used each result to choose the next experiments and found photocatalyst mixtures six times more active than the starting formulations. Every completed experiment changed what the system did next. The robot optimized within a goal and search space that humans had already chosen. It did not decide which scientific question mattered. So what this work demonstrates is narrower, but still useful: a search history pays off when the options return standardized outcomes quickly. Open-ended biology is harder because branches can take weeks and the discarded alternatives may never be run. Some exploration therefore has to be bought. Where two branches are plausible and the stakes justify the cost, a lab should sometimes run the runner-up. Otherwise the record captures what today’s scientists usually chose and stays silent on what they systematically overlooked. A funder could ring-fence a small fraction of a grant for the branch not taken, provided that the decision record and the outcome are both deposited. That costs money, but so does having every lab rediscover the same abandoned path. Test whether taste transfers When it comes time to evaluate if our new AI system exhibits taste, the comparison should run across laboratories and fields. At selected decision points in a live research campaign, we should freeze the six fields: the evidence, the candidates, expected results, confidence, costs and the choice made. Experts then rank the options before the outcomes are known, and those outcomes are checked independently later. We could give models one of two diets - papers alone, or papers plus decision histories - and ask them to rank the next experiment on unfamiliar projects. Then, we score information gained per dollar and week, calibration, and how quickly weak branches are abandoned. If histories improve choices only inside the lab that produced them, they amount to useful organizational memory. If they improve choices on unfamiliar problems elsewhere, Alasdair’s group will have captured something science has never managed to write down: a transferable record of taste. Until that happens, a scientific search history is a promising record, not yet a training set.

Aug 13 • 11:16 AM EDT • Science • press.airstreet.com

The Emotional Story Behind Connor Swindells’ Determination to Succeed

Shaped by personal loss and resilience, Connor Swindells transformed heartbreak into motivation, pursuing his ambitions with determination while honoring the family members who inspired him to take ch...

Aug 11 • 1:18 AM EDT • Entertainment • yahoo.com

Trump’s foreign licensing business booms to $59.5 million as Gulf developers pay

Nearly two-thirds of Trump’s foreign licensing fees came from two Gulf developers, in the UAE and Qatar, including one pursuing a $20 billion U.S. expansion.

Aug 10 • 6:30 AM EDT • Business • cnbc.com

Cowboys Pursuing Trade for ‘Specific Player’ After Jerry Jones Statement

Dallas Cowboys owner Jerry Jones has said he intends to make a trade during training camp. Is there a specific player in mind? The post Cowboys Pursuing Trade for ‘Specific Player’ After Jerry Jones Statement appeared first on HEAVY.

Aug 8 • 5:13 PM EDT • Sports • sports.yahoo.com

The surprisingly scientific methods of Bigfooters

The hunt for Bigfoot sounds like the opposite of good science, but those pursuing the creature are often serious empiricists

Aug 7 • 6:00 AM EDT • Science • aeon.co

Fire Science Scholarship Named After Beloved Professor Hopes to Keep Deeply Rooted Local Fire Company’s Legacy Alive

During a moving moment at Commencement longtime University of New Haven professor Marty O’Connor ’76,’26 Hon. learned that a scholarship was established in his honor to support future generations interested in pursuing a career in firefighting.

Aug 5 • 8:00 AM EDT • Science • newhaven.edu

Brewers among most likely landing spots for Clay Holmes

While other teams are interested, the Brewers are heavily pursuing Holmes, who is expected to be moved by the Deadline.

Aug 3 • 12:03 PM EDT • Sports • sports.yahoo.com

‘Now or never’ mindset opens the M&A floodgates for Corporate America

U.S. companies are pursuing large mergers and acquisitions as they seek to capitalize on what many view as the most business-friendly regulatory environment in years under the Trump administration, The New York Times reports. High-profile deals include NextEra Energy’s proposed $67 billion combination with Dominion Energy, Sysco’s $29 billion acquisition of Jetro Restaurant Depot and […]

Jul 31 • 3:21 PM EDT • Business • businessreport.com

SCC, Appalachian Ink Health Science Agreement

By Kaylie Simmons Southeastern Community College Southeastern Community College students pursuing careers in healthcare now have a new pathway to earn a bachelor’s degree through a transfer agreement with Appalachian State University. A memorandum of understanding between Appalachian State and participating North Carolina community colleges creates a streamlined transfer option for eligible SCC graduates to continue their education…

Jul 26 • 3:00 PM EDT • Science • columbuscountynews.com

No, OpenAI's models didn't go 'rogue' when they broke into Hugging Face. Here's what really happened.

Experts say the models didn't "go rogue" when they escaped a controlled cybersecurity test and hacked Hugging Face. Instead, they were pursuing the goal humans had given them in ways nobody anticipated.

Jul 25 • 7:00 AM EDT • Science • livescience.com

He allegedly ran 14 illicit massage businesses across two states. Now he’s facing trial in Oregon.

Clackamas County prosecutors are pursuing two of the only known criminal cases in Oregon targeting the people behind illicit massage businesses.

Jul 23 • 9:59 PM EDT • Business • kptv.com

How loan syndications help businesses fund major growth investments

For companies pursuing a major acquisition or substantial real estate purchase, a syndicated loan may be the most practical path forward. Learn about Commerce Bank's role in arranging and participating in loan syndications for its business customers.

Jul 22 • 9:13 AM EDT • Business • bizjournals.com

Cardinal Health to buy Strive Medical, AdaptHealth's diabetes health business for $360M

Cardinal Health is pursuing two tuck-in acquisitions to expand its home care business. | The pharmaceuticals and specialty products distributor plans to buy AdaptHealth's diabetes health business unit and medical supply provider Strive Medical in separate deals worth $360 million.

Jul 21 • 4:30 PM EDT • Business • fiercehealthcare.com

Briar Cliff University Expands Business Programs, Introduces New Degrees and Curriculum Enhancements

Briar Cliff University is introducing new undergraduate and graduate academic programs, expanding interdisciplinary learning opportunities, restructuring its business department, and pursuing specialized business accreditation to better prepare students for evolving workforce needs.

Jul 21 • 8:00 AM EDT • Business • briarcliff.edu

Heritage Valley Health System seeks to disqualify whistleblower attorney, law firm in case against nurse

Heritage Valley Health System on Monday asked a federal court judge to disqualify the Pittsburgh attorney and law firm that is pursuing a whistleblower...

Jul 20 • 8:53 PM EDT • Health • post-gazette.com

Joey, Jesse Buss pursuing NBA Europe ownership: Sources

NBA commissioner Adam Silver said Tuesday that NBA Europe is expected to make decisions regarding bids in the upcoming weeks.

Jul 15 • 2:16 PM EDT • Sports • nytimes.com

From HBCUs to the Bay, mentoring the next generation of scientists

This summer, seven fellows in the HBCU-Berkeley Environmental Scholars for Change program are pursuing research projects with Berkeley mentors while learning about potential research careers.

Jul 14 • 1:03 PM EDT • Science • news.berkeley.edu

Timberwolves Emerge as LeBron James Fit That Rivals 76ers’ Pitch

Philadelphia is publicly pursuing LeBron James, but Minnesota’s new-look lineup could offer the 41-year-old a distinctly different path to another title. The post Timberwolves Emerge as LeBron James Fit That Rivals 76ers’ Pitch appeared first on HEAVY.

Jul 14 • 3:16 AM EDT • Sports • sports.yahoo.com

Cavaliers coach Kenny Atkinson confirms 'exciting' LeBron James pursuit

Kenny Atkinson said the Cavs are pursuing the "greatest player of all time," in LeBron James.

Jul 12 • 6:44 PM EDT • Sports • sports.yahoo.com

Science & Medicine: Pursuing precision medicine for Alzheimer's disease

A cutting-edge technology and an exciting recent hire hint at exciting developments in the future of precision medicine in the diagnosis and treatment of Alzheimer's disease.

Jul 12 • 7:00 AM EDT • Science • tpr.org

Knicks linked to Lakers' former $157 million veteran center target

The New York Knicks are reportedly pursuing a 34-year-old veteran big man whom the Los Angeles Lakers previously targeted.

Jul 11 • 3:00 PM EDT • Sports • sports.yahoo.com

US judge won't block FTC case against transgender health nonprofit

A U.S. judge on Friday declined for now to block the Federal Trade Commission from ​pursuing a lawsuit accusing a nonprofit focused on transgender health of making misleading statements about the benefits ‌of gender-affirming treatments for minors.

Jul 10 • 5:32 PM EDT • Health • reuters.com

World Cup storytelling won them tickets to a game

A Caplin School course taught by a veteran sports journalist challenged students to create documentaries. One writes about the lessons learned en route to pursuing his dream job.

Jul 10 • 8:04 AM EDT • Sports • news.fiu.edu

Panthers Should Consider Aggressive Trade With Division Rival

The Carolina Panthers should consider pursuing an aggressive trade with an NFC South rival.

Jul 8 • 3:46 PM EDT • Sports • sports.yahoo.com

Strasbourg, Nice and Lyon pursuing Allsvenskan’s top scorer Robbie Ure

RC Strasbourg Alsace, OGC Nice and Olympique Lyonnais are reportedly keeping a close eye on the situation regarding IK Sirius’ Robbie Ure (22), according to L’Équipe.Currently the top scorer in t...

Jul 4 • 11:25 AM EDT • Sports • sports.yahoo.com

Why Warriors Should Make a Push to Trade for Pelicans’ Trey Murphy III

The Warriors could be pursuing Trey Murphy III this summer.

Jul 4 • 9:00 AM EDT • Sports • sports.yahoo.com

Southern California’s total tobacco bans aren’t helping public health

Instead of pursuing tobacco bans, state health officials should prioritize proven harm reduction policies.

Jul 2 • 6:00 AM EDT • Health • reason.org

How the Iran War Ignited a Clash Between Trump and the Saudi Crown Prince

Crown Prince Mohammed bin Salman pressed President Trump earlier to cripple Iran. But as Iran asserted its power, the prince urged a cease-fire, and is now pursuing his security priorities.

Jul 1 • 10:25 AM EDT • Politics • nytimes.com

Warriors pursuing LeBron James and Anthony Davis? Kawhi Leonard on the move? Here's the latest trade chatter

Jun 28 • 9:38 PM EDT • Sports • sports.yahoo.com

Hollywood and Big Tech Are at War: Fight for Attention Underway

Meta wants to steal TV viewers, Amazon and Apple are meddling with content, and traditional media companies are pursuing megadeals to try and survive.

Jun 24 • 8:05 AM EDT • Entertainment • hollywoodreporter.com

The $50B rural health transformation fund is pushing many hospitals to shrink

To avoid losing funding, many states are pursuing proven cost-saving models, such as downsizing inpatient care, rather than novel, untested approaches, some experts say.

Jun 24 • 5:00 AM EDT • Health • healthcaredive.com

Trump went back to his political happy place — but voters may not follow

After months waging an inconclusive conflict with Iran and pursuing his Washington makeover and revenge tour, Trump returned to the campaign trail Tuesday to reclaim the persona of a political prize fighter who transformed the GOP.

Jun 24 • 12:00 AM EDT • Politics • cnn.com

A Sweet End: Baton Rouge area bakery to close after years in business

A bakery in East Baton Rouge Parish is set to close this summer after its owners said they are pursuing careers that will allow them to spend more time with family.

Jun 22 • 5:29 PM EDT • Business • wafb.com

Computer science graduate Anthony Burrows set to begin pursuing second bachelor’s in engineering this fall

Burrows, a member of the UMSL’s men’s tennis team, first came to the university as part of a cohort of 20 students from The Bahamas.

Jun 22 • 12:21 PM EDT • Science • blogs.umsl.edu

Driver fleeing from police crashes into South Side business

A man wanted for robbery and domestic violence fled from police Saturday evening, crashed his vehicle into a business and then escaped pursuing officers...

Jun 21 • 8:37 AM EDT • Business • post-gazette.com

Israel Pennerman: From The Bahamas to Biomedical Science, A Journey of Discovery & Purpose

Fall 2025 Graduate | Public Health Science For Israel Pennerman, pursuing a degree in Public Health Science was never simply about earning a diploma. It was about gaining the knowledge and skills needed to address health challenges facing communities around the world. Originally from Nassau, The Bahamas, Pennerman arrived at Saint Augustine’s University with a […]

Jun 20 • 10:43 AM EDT • Science • st-aug.edu

Buildings May Soon Have ‘Immune Systems’ That Fight Airborne Disease

Following the pandemic, the federal government is spending $150 million on new technology to ensure clean indoor air. Here’s what scientists are pursuing.

Jun 19 • 5:00 AM EDT • Science • nytimes.com