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Navigating the social media minefield
Scientists and researchers seeking to announce promising findings, exchange ideas or contribute to policy discussions outside of academic circles may find social media an expedient tool.But increasingly, scientists and other professionals are discovering that online platforms can be a double-edged sword: while sharing their work and expertise is crucial for visibility and meeting funder expectations, it also exposes them to baseless criticism and even accusations of spreading false information."It is getting harder and harder for scientists, and researchers in general, to convey their findings without facing attacks on their legitimacy and accuracy of their research," says Valère Ndior, a professor of public law at the University of Western Brittany in Brest, France, who has spent more than a decade studying misinformation on social media. Researchers attempting to challenge deceptive online information may themselves be accused of political bias or not being objective in their research, he explains, adding that some scientists disengage because they feel overwhelmed and unable to sustain meaningful dialogue. "It is quite sad to see in some instances that researchers end up leaving social media altogether because they feel like the pressure is getting too intense or feel threatened," he says.Ndior, a past president of the Francophone Network of International Law, is also involved in European efforts to make science and research findings more accessible to the public. As an ambassador for the Science Comes to Town (SCTT) project, he has participated in recent discussions on public perceptions of science and online misinformation. The European Commission-funded initiative connects Brest and two other cities — Kiel in Germany and Split in Croatia — and aims to strengthen ties between communities, universities and research institutions to promote science awareness and cooperation across Europe.Coordinated campaigns around contentious topicsNdior draws a clear distinction between critical thinking and thoughtless criticism. Yet he sees online discussions being increasingly shaped by suspicious behaviour and coordinated information campaigns — including "raids" aimed at dominating discussions and "astroturfing," where small groups act as larger movements to sway debates. Tracking these patterns has become harder because some platforms have restricted data or charge for it, despite provisions of the European Union's Digital Securities Act aimed at ensuring researchers can have access to such data. According to Ndior, "platforms became more reluctant from the moment access to data became a legal requirement rather than a voluntary initiative."Unfounded claims and scepticism about science existed long before Internet chat groups. But the noticeable rise in online hostility has intensified around contentious topics, such as the coronavirus pandemic and climate change, alongside the weakening of gatekeepers to moderate content.For Ndior, dubious claims about pandemic countermeasures and vaccine safety highlighted the struggle between "balancing freedom of expression and the protection of public health and order." Efforts to remove social media content deemed false or risky for public health triggered accusations of censorship and the silencing of legitimate discussion, and in some cases, legal challenges.Concerns about attacks on the credibility of scientists and researchers have generated a flurry of academic papers in recent years and prompted professional communities to address ways to counter online attacks. Such unease extends to the generation that has grown up with digital media. Ndior points out that his students, some of whom research artificial intelligence regulation, hate speech, online surveillance and other controversial topics, hesitate to share their work or viewpoints online. "Many of them don't want to expose themselves too much because they don't feel ready to be faced with the backlash of other people criticising their research," he explains.Safer harbours for engagementLegal challenges against false or defamatory posts are not necessarily a solution — especially given the trans-jurisdictional nature of the Internet. Lawsuits also take time and money, and if they fail, can be counterproductive. Instead, Ndior advises scientists and researchers to be selective in how and where they communicate. Professional online platforms and moderated discussion spaces offer a better environment for engagement. He also highlights the value of more traditional formats, such as radio interviews and in-person discussions at schools, libraries and science fairs, which encourage dialogue with the public. "Personal contact makes a big difference," he says, while acknowledging that these approaches lack the global reach of social media.Ndior’s interest in digital law and online misinformation stems from his time as a doctoral student in international law in the early days of social media. He began analysing posts from governments and heads of state to determine if they could be considered official and thus used as evidence in litigation. His work attracted media attention and led to conference and speaking invitations. "This was not part of my plan," he says, "but this is what happens as a researcher — your interest is sparked by a certain event or phenomenon, and it suddenly becomes your focus."Ndior believes SCTT provides "a double benefit" for researchers, enabling them to connect with peers and interact with the public. "There is a wide community of people who are not in academia who are critical thinkers looking for opportunities to ask questions, to get information and contribute their ideas,” he says. "I really value that kind of feedback."Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Navigating the social media minefield
Scientists and researchers seeking to announce promising findings, exchange ideas or contribute to policy discussions outside of academic circles may find social media an expedient tool.But increasingly, scientists and other professionals are discovering that online platforms can be a double-edged sword: while sharing their work and expertise is crucial for visibility and meeting funder expectations, it also exposes them to baseless criticism and even accusations of spreading false information."It is getting harder and harder for scientists, and researchers in general, to convey their findings without facing attacks on their legitimacy and accuracy of their research," says Valère Ndior, a professor of public law at the University of Western Brittany in Brest, France, who has spent more than a decade studying misinformation on social media. Researchers attempting to challenge deceptive online information may themselves be accused of political bias or not being objective in their research, he explains, adding that some scientists disengage because they feel overwhelmed and unable to sustain meaningful dialogue. "It is quite sad to see in some instances that researchers end up leaving social media altogether because they feel like the pressure is getting too intense or feel threatened," he says.Ndior, a past president of the Francophone Network of International Law, is also involved in European efforts to make science and research findings more accessible to the public. As an ambassador for the Science Comes to Town (SCTT) project, he has participated in recent discussions on public perceptions of science and online misinformation. The European Commission-funded initiative connects Brest and two other cities — Kiel in Germany and Split in Croatia — and aims to strengthen ties between communities, universities and research institutions to promote science awareness and cooperation across Europe.Coordinated campaigns around contentious topicsNdior draws a clear distinction between critical thinking and thoughtless criticism. Yet he sees online discussions being increasingly shaped by suspicious behaviour and coordinated information campaigns — including "raids" aimed at dominating discussions and "astroturfing," where small groups act as larger movements to sway debates. Tracking these patterns has become harder because some platforms have restricted data or charge for it, despite provisions of the European Union's Digital Securities Act aimed at ensuring researchers can have access to such data. According to Ndior, "platforms became more reluctant from the moment access to data became a legal requirement rather than a voluntary initiative."Unfounded claims and scepticism about science existed long before Internet chat groups. But the noticeable rise in online hostility has intensified around contentious topics, such as the coronavirus pandemic and climate change, alongside the weakening of gatekeepers to moderate content.For Ndior, dubious claims about pandemic countermeasures and vaccine safety highlighted the struggle between "balancing freedom of expression and the protection of public health and order." Efforts to remove social media content deemed false or risky for public health triggered accusations of censorship and the silencing of legitimate discussion, and in some cases, legal challenges.Concerns about attacks on the credibility of scientists and researchers have generated a flurry of academic papers in recent years and prompted professional communities to address ways to counter online attacks. Such unease extends to the generation that has grown up with digital media. Ndior points out that his students, some of whom research artificial intelligence regulation, hate speech, online surveillance and other controversial topics, hesitate to share their work or viewpoints online. "Many of them don't want to expose themselves too much because they don't feel ready to be faced with the backlash of other people criticising their research," he explains.Safer harbours for engagementLegal challenges against false or defamatory posts are not necessarily a solution — especially given the trans-jurisdictional nature of the Internet. Lawsuits also take time and money, and if they fail, can be counterproductive. Instead, Ndior advises scientists and researchers to be selective in how and where they communicate. Professional online platforms and moderated discussion spaces offer a better environment for engagement. He also highlights the value of more traditional formats, such as radio interviews and in-person discussions at schools, libraries and science fairs, which encourage dialogue with the public. "Personal contact makes a big difference," he says, while acknowledging that these approaches lack the global reach of social media.Ndior’s interest in digital law and online misinformation stems from his time as a doctoral student in international law in the early days of social media. He began analysing posts from governments and heads of state to determine if they could be considered official and thus used as evidence in litigation. His work attracted media attention and led to conference and speaking invitations. "This was not part of my plan," he says, "but this is what happens as a researcher — your interest is sparked by a certain event or phenomenon, and it suddenly becomes your focus."Ndior believes SCTT provides "a double benefit" for researchers, enabling them to connect with peers and interact with the public. "There is a wide community of people who are not in academia who are critical thinkers looking for opportunities to ask questions, to get information and contribute their ideas,” he says. "I really value that kind of feedback."Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Sen. Kim on Trump weighing sending service members to Iran: ‘One of the most consequential moments that I’ve ever seen’
GOP Rep. Mace: ‘Congress should have a say’ on whether Trump deploys US servicemembers into Iran
Volkanovski’s coach dismisses Jean Silva’s UFC title hopes
There’s little doubt who the UFC featherweight champion has his eye on for his next opponent. Alexander Volkanovski is coming off a title defense that didn’t generate much excitement, and even he admitted it wasn’t entirely justified.
Entergy seeks to boost power capacity for Louisiana’s Meta AI data center in huge expansion
If approved, the new plants would enable Entergy to generate and transmit more than 6,700 megawatts of electricity for Meta – the equivalent of nearly half of all the power Entergy currently generates for the state of Louisiana.
Where is money from Sonoma County’s voter-approved tax for mental health, drug addiction, homeless services going?
Sonoma County’s Measure O, which funds mental health, drug abuse and homeless services, generated $33 million in fiscal year 2024-25, according to latest annual report.
WhatsApp can now draft AI-generated responses based on your conversations
The Meta-owned messaging platform is also launching a way to free up space, the ability to touch up photos with Meta AI, and more.
High-stakes Senate race in Texas sees proliferation of AI-generated attack ads
Campaigns are beginning to use phony AI-generated images in television ads to sharpen their attacks and, critics say, mislead voters.
Google launches Lyria 3 Pro music generation model
Google is launching Lyria 3 Pro, an upgraded music model that generates longer, more customizable tracks, as it expands AI music tools across Gemini, enterprise products, and other services.
Sports events in Cleveland expected to generate over $95M in economic impact
The lineup includes 20 major sporting events, which include youth, collegiate and professional levels.
Pitch deck: StoReel startup raised $34M to build AI micro dramas
StoReel describes how it uses AI and a user-generated platform to make micro dramas at a fraction of the cost paid by established players.
8 new emojis arrive in Apple iOS 26.4 update for iPhone users
Along with eight new emojis, the latest Apple iPhone and iPad software update includes new Apple Music features such as AI-generated playlists.
Apple launches iOS 26.4 with AI playlists, purchase sharing, and more
You can now ask Apple Music to generate a playlist based on a description.
Marathon has sold 1.2M copies across Steam, PS5, and Xbox
Alinea Analytics estimates show that Marathon has generated gross revenues of $55M via 1.2M copies sold on Steam, PS5, and Xbox: Looking at the split between Steam, PS5, and Xbox, Steam is clearly the main platform for Marathon, accounting for a little under 70% of the audience (800K copies sold). Meanwhile, PS5 takes about 19% (217K) and Xbox (including console, PC, and cloud) accounts for a bit over 11% or 133K. Marathon is technically a first-party Sony title, so seeing the home console struggle to break 20% of the volume is a notable data point for the ongoing platform-agnostic debate. PlayStation Studios online games will almost certainly continue being multiplatform (despite Sony reportedly pulling back on PC releases). Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe As for Marathon, the consensus among hardcore players who pushed through the awkward onboarding phase – myself included – is that it’s fantastic. The gunplay, aesthetic, and presentation are among the best in the shooter genre. A great game doesn’t always equal an immediate hit, though, as shown by our estimates. Things are looking lukewarm right now. But this might be one of those marathon-not-a-sprint situations. Had to, didn’t I? Why wasn’t Marathon a hit on the same level as Arc Raiders? One topic that came up in a lot of conversations at GDC this year was why Marathon hasn’t hit the same stratosphere as Arc Raiders. On paper, they’re both extraction shooters, and Marathon has the Bungie pedigree – the house that built the gold standard for gunplay in Halo and Destiny. Marathon’s neon-futuristic aesthetic also distinguishes itself from the gritty realism of Tarkov or the post-apocalyptic hope of ARC Raiders. But vibes can only get you so far for first impressions if the onboarding feels like a brick wall. Marathon is a sweaty PvP-focused experience with a first-time user experience and UI that I can only describe as dreadful. Players are dropped into a complex ecosystem where the UI, though visually striking, is functionally uninformative, forcing users to manually hover over nondescript, identical icons just to identify basic gear or weapon mods. This lack of clarity is compounded by punishing mechanics like a severe heat gauge for movement and a scarcity of vital resources, all without a clear tutorial or a low-stakes mode to learn the ropes. Most people – even top streamers and veteran shooter players – have no idea what’s going on in Marathon at first. Arc is on the complete other end of the spectrum. As we covered here and here, Arc Raiders offers a more collaborative, approachable loop where players often work together toward shared goals. And the objectives are instantly clear. To many players, this contrast only emphasised Marathon’s issues, especially during the testing period. Players understand the Arc Raiders loop within 30 minutes, while Marathon acts as a massive filter, chewing up newcomers and spitting them out before they can experience the depth of Bungie’s signature gunplay. What I’m getting at here is that the poor first-time user experience of Marathon’s Server Slam likely stifled launch sales, while the opposite was true for Arc. Let’s look at the pre-launch copies sold for each game during their respective Server Slams (launch-aligned) : Looking at the trajectory: Arc Raiders saw a massive 80% jump in copies sold during its three-day Server Slam (day -13 to -11). Players jumped in, realised the water was fine, and immediately opened their wallets. Marathon, meanwhile, saw a 49% increase in the four days following its Slam (Day -7 to -3). At the time of each game’s respective launch, Arc Raiders had nearly double the Steam footprint of Marathon – and word of mouth only continued to grow. Bungie could have had more time to fix the onboarding process had the beta happened earlier. But Marathon launched three days after the beta finished. These factors limited the launch sales quite a bit, I reckon. Marathon has found a niche audience, though Despite the friction-heavy start, the data suggests that those who survived Marathon’s onboarding are loving life. We’ve been tracking cross-platform DAUs, and while there’s the expected post-launch leakage, many players are sticking with it. After peaking at 478K total DAUs on its first Saturday, Marathon has settled into a respectable rhythm, holding 345K DAUs as of yesterday and averaging 380K DAUs across the weekend. Steam continues to do the heavy lifting here, consistently accounting for the lion’s share of the daily players. Players have been putting in the hours, too: On Steam, Marathon’s average playtime has climbed to 27.8 hours, significantly outpacing the console averages on PS5 (16.5h) and Xbox (17.3h). Even more telling than the averages: 22% of the Steam audience has surged past the 50-hour mark, and nearly 7% have already logged over 100 hours. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe This data suggests that once the Bungie magic clicks, it hooks players deeper than the average extraction shooter. There’s also started to be a shift in the game’s discourse. Marathon launched as one of those games that’s cool to hate. But as Marathon’s 100-hour club grows, we’re seeing conversations around its mechanical merit outweigh the negativity. Several high-profile creators, who were initially vocal critics, have spent the last week coming around on the mechanical depth of the endgame. It’s a subtle but positive signal; the hate train is losing steam, and a new narrative about the game is emerging. Bungie faithfuls unite Another interesting metric in Marathon’s first few weeks is who, exactly, is playing. Bungie leans heavily on its prestige as the “makers of Halo and Destiny,” in its marketing, and that message has clearly hit the mark. On Steam, the gravity (hammer) of Bungie’s previous work is unavoidable. A staggering 78.2% of Marathon players also played Destiny 2. The trend carries across other platforms, with 74.2% of PS5 players and 82.7% of Xbox players also having played Destiny 2. The Halo legacy lives on, it seems. More on that in a bit. While Destiny 2 went free to play, these numbers still represent a high-intent migration of a fanbase that trusts Bungie’s specific brand of kinetic gunplay and cryptic world-building. The Xbox data adds another layer of legacy. About 85.7% of Marathon players on Xbox have played Halo Infinite, while over half of the Steam audience has spent time in Halo Infinite and 36.1% in the Master Chief Collection (a paid collection of the old Bungie-made legacy games). Interestingly, we see a 55.9% overlap with ARC Raiders on Steam. Overlap is even higher there on PlayStation (60.5%) and Xbox (66.5%). And there’s also significant crossover with Helldivers 2 on all platforms, too. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe Bungie has found some of its fans with Marathon, and the challenge now is keeping this engaged in a high-stakes PvP environment when they’ve spent the last decade primarily enjoying the power fantasies of PvE. On that note… Go the full 26 miles? Or cut and run? Time for some could’ve, should’ve, would’ve. These things would have improved Marathon’s performance at launch: A more robust onboarding process, perhaps in the form of a short single-player/PvE campaign. We know Bungie fans love this stuff. A traditional arena-based mode akin to Destiny’s Crucible could have been a bridge for the cautious players who’d have been otherwise deterred by the Server Slam. It’s also a great palate cleanser after getting merked. Introducing a dedicated PvE environment would have similarly diversified the conversation and lowered the barrier for the Bungie faithful who found the pure PvP extraction loop too abrasive. PvE is safer than PvP these days. There’s an argument that a thin PvE mode would have just felt like a budget Destiny, potentially hurting the brand more. But given how dire the FTUE is, I think it would have been a net positive. Any kind of tutorialised loop that demystifies the stakes, really. While there is merit in a studio sticking firmly to a singular creative vision, and going all in on the hardcore extraction loop. Less forgiving is the technical reality is that the user interface and first-time user experience (FTUE) were not at a commercial standard for launch. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe In a landscape where player time is oversaturated and the most contested currency, a flawed FTUE is a critical failure point. But it’s not all doom and gloom, as Marathon has an incredible, unique gameplay loop, suggesting that financial success is still attainable if Bungie can pivot effectively. Bungie and PlayStation now face a difficult strategic crossroads, though – one within a challenging games market. They could: Double down on Marathon with a long-term Rainbow Six Siege- or No Man’s Sky-style recovery plan, which is something I heard Last Stand Media’s Chris Maldonado mention last week. While this could be a sunk-cost fallacy in action, it could eventually yield the audience the game’s mechanical depth deserves. Shift focus toward the inevitable Destiny 3 or another project, mitigating the escalating opportunity cost and cutting their losses, so to speak. Doing both is an expensive proposition, given the high overhead and burn rate of operating out of Bellevue, Washington. With Sony recently demonstrating a lower threshold for underperforming studios and projects, the margin for error has vanished. Whatever happens, the next six months will determine whether Marathon becomes a cornerstone of Sony’s live-service portfolio or a cautionary tale of vision exceeding accessibility. I’m hoping it’s the former, because Marathon rocks. As always, hit subscribe to get updates on Marathon and other relevant games. Subscribe Want to get your hands on our data for yourself – for free? We’re offering a free trial of our platform for games companies. Send us a message here, or reply to this email, and we’ll set you up. The last word Reply to this email – or reach out here – if you have any feedback for the newsletter – or want to request a game for us to cover. [Alinea Analytics boasts the most accurate PC and console estimates in the business. Game makers use our platform to understand their audience, keep an eye on the competition, monitor sales trends, and spot new opportunities. We equip game studios and financial institutions with accurate data and the confidence to make smarter, data-driven decisions. Want to talk about all things games market data? We’d love to chat!]
Mouse study shows repeated cloning causes grave genetic mutations
1,206 cloned laboratory mice were generated by the scientists from a single female donor mouse from 2005 to 2025 in research conducted in Japan.
Facts About Small Business: Family Farm Statistics 2026
Advocacy has released its newest infographic, spotlighting America’s family farms. About 86.5% of farms are small family farms. Small family farms generate 17.2% of agricultural production. Advocacy’s infographics use the most recent f
Wind Turbines Once Had One Job: Generate Power. Now Engineers Want Their Towers to Do Something Modern Life Cannot Run Without
Deep in the North Sea, a strange new AI infrastructure plan is taking shape inside offshore wind turbines.
'Players' of an MMORPG for AI Agents Spontaneously Generated Their Own Religion
SpaceMolt is a new destination for vaguely portentous word salad.
Roger Bennett of the Men in Blazers discusses the agony and the ecstasy of watching a penalty shootout
We both lost our jobs. So we started a company.
After being laid off in 2020, my husband and I launched Larroudé from home. Today, the shoe brand employs 600 people and generates millions.
AI-generated attack ads are already slopping up Mass. races
AI attack ads are already showing up in Massachusetts races — and the 2026 cycle is just getting started.
Crimson Desert developer apologizes and promises to replace AI-generated art
Pearl Abyss announced a comprehensive audit of its in-game assets and will replace any AI-generated content.
Your Thymus and Your Healthspan
Our thymus gland plays a central role in the development or our immune system, specifically for supporting T cell development (how these cells got their name, maturation and differentiation in the thymus) and discriminating between self and foreign, non-self antigen proteins with production of dendritic cells. As we age, our thymus gland shrinks—the process known as involution—with progressive change from spongy to fatty tissue, with loss of functionality. But this process, with respect to timeline and extent, markedly varies from one person to the next. And to make things even more complicated, our thymus gland anatomy and precise location in the chest also is highly variable. So the famous Frank Netter diagrams from the 1960s (such as at left below) don’t capture the remarkable heterogeneity that a random set of 12 chest CT scans (below at right). What I consider as 2 landmark papers in Nature this week (here and here) used AI to quantify health of the thymus in 2 large cohorts, and then correlate the metric to a broad array of health outcomes. In this edition of Ground Truths, I’m going to cover three questions: (1) How was thymus health determined by AI?; (2) How is thymus health linked to key clinical outcomes? and (3) Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? Subscribe 1. How was thymus health determined by AI? This was accomplished by extensive work developing and validating an AI pipeline for 2 stages, the first for localization and segmentation of the thymus bed, and the second to quantify a digital marker, termed the thymic health score. There’s a lot to this algorithmic development, so I won’t go into all the details, but just provide a rudimentary outline of what was done. The 1st stage used supervised learning with 2 radiologists reviewing 2,461 chest CT scans. That work trained a 3D U-Net model to automatically identify the thymic bed’s 3D cropped region using center of mass coordinates, which reached 99.8% accuracy. The 2nd stage used a foundation model that was pre-trained with SwAV (which stands for Swapping Assignment between multiple Views), a self-supervised model, that generated a high-dimensional thymus representation of 4,096 features. That compares to the radiology reductionist and subjective scoring of 0 to 3 where 0 means the thymus is fully degenerated and fatty, and 3 is considered dense, intact glandular soft tissue. Notably, the self-supervised learning (SSL) performance was superior to supervised (AUC ~0.75 vs 0.55, respectively) reflecting the shallowness of the 0-3 classifier vs SSL’s holistic, self-taught AI. The thymic health score ranged from 0 to 100, with the highest number indexed to fully preserved thymic health. The algorithmic work extended to explainability with both Shapely value distribution, meaning the model was holistic not relying on any “magic” pixel, and occlusion sensitivity, demonstrating the model’s performance was not affected by ribs, sternum, lung tissue, but rather focused on the thymic bed directly. Below are a few saliency maps from the occlusion sensitivity that indicate the thymic bed focus, not affected by neighboring structures, using the jet color scale. Now the AI was ready for processing ~25,000 CT scans, each over 30 MB files, from the 2 large participant cohorts to provide a thymic health score, it did so in less than 14 hours, which is less than 2 seconds per scan! Share 2. How is thymus health linked to key clinical outcomes? The two cohorts were the National Lung Screening Trial, NLST (N=25,031) and the Framingham Heart Study, FHS (N=2,581) each with baseline demographics and long term follow up of >12 years for health outcomes. From the NSLT, you can see below that increased age and body-mass index were correlated to reduced thymic health. And, overall, men had reduced thymic health scores compared with women. There are a lot of graphs in the paper for outcomes, for both the NLST and FHS cohorts. To simplify the major outcomes, below is a composite Figure with striking reduction of all-cause mortality and for the different causes of death. The results were consistent between the 2 cohorts. For example, the cardiovascular mortality hazard ratio average was 0.57 in NLST and 0.38 in FHS (weighted to be 0.53 for the aggregate). The reduction of mortality also extended to digestive diseases and pulmonary disease (data not shown below). Lung cancer incidence was reduced by 36% for high vs low thymic health (Figure below, with a panel -incidence and b panel-mortality, adjusted for age, sex, BMI, smoking status). Notably, there was a smoker’s paradox: lower incidence and improved survival for lung cancer in smokers who had a high thymus health score. Smoking was associated with lower thymic scores whereas alcohol was not. Higher thymic health was linked to higher HDL cholesterol, lower triglycerides, lower fasting blood glucose, and lower systolic and diastolic blood pressure. Inflammation biomarkers, such as C-reactive protein and interleukin-6, were elevated in the people with lower thymic health scores. In their second paper, the same team looked at the relationship between thymic score and outcomes for 3,476 patients receiving cancer immunotherapy. The non-small cell lung cancer progression-free survival was reduced in patients with low thymic health score. A parallel relationship for survival was seen for other types of cancer including melanoma, breast, and kidney with a 44% lower risk among high thymic scores (Figure). A similar pattern was seen with different immune checkpoint inhibitors. The thymus health score outperformed programmed death ligand-1 (PD-L1)and tumor mutation burden (TMB) assay of the tumor and was an independent prognostic marker of progression-free survival. In this dataset, a direct connect with thymus score and adaptive immune function was noted with a correlation before cancer treatment for both T-cell diversity and thymus T-cell production (a metric known as T cell receptor excision circles). Thymus Removal Study There is a highly relevant citation about thymus function before moving onto ways to rejuvenate it. In 2023, a very important study of thymus removal during cardiothoracic surgery was published, with 1146 patients undergoing thymus removal vs 1146 matched controls (mean age 55 years). The adverse outcomes for thymus removal were striking, with a 2.9 higher risk of all-cause mortality and doubling of cancer incidence, 1.5 fold increase in cancer mortality, and 1.5-fold increase in autoimmune diseases. The immune function showed marked compromise after thymus removal, as reflected by CD4+ and CD8+ T cells (Figure below) Share Ground Truths 3. Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? In recent months we’ve learned a lot about the process of thymus involution and the pathways by which this may be modulated. Thymus involution is primarily due to loss to thymus epithelial cells (TECs) and there are 2 subtypes with different functions: the cortical, responsible for positive selection of T cells, and the medullary, for negative selection. When adipose tissue infiltrates the thymus, thymic adipocytes are pro-inflammatory, knocking out T-cell output. Likewise, systemic inflammation, or “inflammaging,” from smoking, obesity, and chronic stress promote thymic adipocytes. Now, from preclinical studies, we know about key pathways that account for these processes. Historically, back in 2014, FOXN1 was recognized as a single master transcription factor essential for TEC function, with studies in mice with forced FOXN1 upregulation leading to thymus regeneration. That laid the foundation for potential regrowth of quiescent thymus cells. It took awhile to find pathways to accomplish this goal and to even refute its role as the master regulator. The Liver-Thymus Axis Feng Zhang and his team recently showed that injection of an mRNA vaccine to the liver encoding DLL1, IL-7 and FLT3-L in combination, factors known to support thymopoiesis (Figure), successfully enhanced immune function in aged mice. However, the effect was transient. The FGF21 Story Two reports in 2025 addressed the thymus gland’s production of FGF21, a growth factor (fibroblast growth factor 21) and its control of thymus involution. This growth factor is also produced by the liver, but it doesn’t have impact on the thymus in aged rodent models. In contrast, The liver’s hepatocyte growth factor (HGF) has been shown to reverse senescent TEC structural changes. Growth hormone stimulates production of insulin growth factor-1 (IGF-1) in the liver and the thymus. Two small studies in human participants (TRIIM, for Thymus Regeneration, Immunorestoration, and Insulin Mitigation) of 6 and 50 people, respectively, treated with combined human growth hormone, metformin and DHEA, suggested the potential of slowing epigenetic aging and improving thymus mass and function. But the combination of drugs, small sample, and lack of controls make conclusions murky. Increased thymus FGF21 led to increased CD8 T cells in old mice and extended healthspan and improved physical performance. Building on the previous FOXN1 data, ablation of β-klotho, the obligatory co-receptor for FOXN1, accelerated thymic aging. The benefit to FGF21 was confirmed in a companion paper using an FGF21 knock-in mouse model showing thymus enlargement and increased TECs throughout the lifespan. (schematic Figure below). The accompanying editorial for these 2 papers speculated: “The proposed link between age-associated thymus involution and organismal aging is intriguing, and suggests we might seek to achieve systemic rejuvenation by counteracting thymic involution.” Other Factors Lessons from the Axolotl (Mexican Salamander) In an elegant set of experiments of the axolotl (Figure), known for its complete thymus regeneration after total surgical removal, mediators were identified. Surprisingly FOXN1 was dispensable. But midkine, a growth factor, appeared to be the driver, the initiator of thymus cell growth, survival, and repair. Other components that contributed were Postn+ (periostin-expressing mesenchymal niches) and Ccl19, a chemokine protein from the bloodstream. RANK and RANKL RANK (receptor activator of nuclear factor κB its ligand (RANKL) have been considered key regulators of medullary TECs. In a study of both aged mice and human thymus cell cultures, their key role was confirmed, with multiple benefits of resorting TEC function, recruitment of progenitor cells, and T cell development. Subscribe Summing Up This body of work strongly supports the health of the thymus gland as a critical regulator of human healthspan, not just a correlate or link. The new landmark studies are reinforced by the regenerative biology experimental models that have shown, via an array of mediators, that healthspan of aged mice is at least in part dependent on thymus gland function and its critical role for maintaining adaptive immunity. It sure seems that we’d be better off having an immune reservoir of naive T cells instead of a profile in older adults of exhausted, low quality, memory T cells, with a senescent phenotype. It is striking that we ignored the importance of the thymus gland for many decades. A wake-up call was the results of the thymectomy matched control study reviewed here, with the opposite of high thymic health score improved health outcomes. The convergence of AI and healthspan here is notable. The exceptional and laborious work for developing and validating (no less explaining) the AI to quantify thymus health set the foundation for probing the connect the major health outcomes in two cohorts with extensive follow-up. We’ve never had a way to meaningfully quantify the thymus gland before, so this represents important leverage of supervised, self-supervised, and transformer models. The study wouldn’t have been possible without AI. And it begs the question as to whether there are ways we can maintain our thymus at a high health score. But it’s not so simple to rejuvenate our thymus. There are multiple risks including the induction of autoimmunity, increasing the risk of cancer, and inducing a pro-inflammatory state. For example, factors that increase TEC proliferation could compromise the medulllary negative selection process and leak out auto-reactive (self-attacking) T cells. Thymic cells could be induced to proliferate, but we know, for example, that growth hormone and IGF-1 are associated with an increase risk of cancer. If thymus rejuvenation doesn’t clear out the accumulated senescent cells in older adults, then inflammation within the gland could block the production of TECs. Keeping these risks in mind, we now have identified many ways to keep our thymus healthy as we age that undoubtedly will be tested in clinical trials going forward. Ultimately, the benefit-to-risk tradeoffs will be defined. In the meantime, we have desperately needed an immunome. As I’ve stressed in multiple prior Ground Truths, we have no test in the clinic to assess a patient’s immune status! It was very encouraging for me to get an email from Hugo Aerts, the senior author of the landmark papers in the days after they were published: “I also wanted to say that your Substack on “Why We Need an Immunome” was inspiring for this work. We found it a very compelling perspective and greatly enjoyed reading it.” Just having an assessment of a person’s immune status via a chest CT scan, with millions of these performed per year, might help in guiding the right immunotherapy for cancer (e.g. more intensive, combinations for those with low thymic health scores) and help define people who are increased risk for age-related diseases of cancer, cardiovascular, and neurodegenerative. The main theme of Super Agers is that we now have many layers of data (genetics, proteins, biomarkers, organ clocks that can be integrated via multimodal AI) for us to define a person’s specific risk decades before one of these age-related diseases leads to symptoms, enabling prevention. From the new studies this week, we can add thymus health score as yet another way to understand a person’s risk, a window into their adaptive immune system and healthspan. And perhaps someday we will be able to safely rejuvenate the thymus, or maintain its health through one’s life, and use the thymus health score to monitor. NB: I wrote this post (No A.I.) A Quick Poll Loading... ********************************************************************* Thanks to Ground Truths subscribers (now > 200,000) from every US state and 212 countries. Your subscription to these free essays and podcasts makes my work in putting them together worthwhile. Please join! If you found this interesting PLEASE share it! Share Ground Truths Paid subscriptions are voluntary and all proceeds from them go to support Scripps Research. They do allow for posting comments and questions, which I do my best to respond to. Please don’t hesitate to post comments and give me feedback. Let me know topics that you would like to see covered. Leave a comment Many thanks to those who have contributed—they have greatly helped fund our summer internship programs for the past two years. It enabled us to accept and support 47 summer interns in 2025! We aim to accept even more of the several thousand who will apply for summer 2026.
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PRET for impact: Advancing pandemic preparedness in the Democratic People’s Republic of Korea
IN THE SPOTLIGHT PRET for impact: Advancing pandemic preparedness in the Democratic People’s Republic of KoreaThe Democratic People’s Republic of Korea (DPR Korea) is making significant progress in strengthening pandemic preparedness, with dedicated support from the WHO South‑East Asia Regional Office (SEARO) and the Pandemic Influenza Preparedness (PIP) Partnership Contribution (PC).Aligned with the WHO Global Influenza Strategy and the Pandemic Influenza Preparedness (PIP) Framework Partnership Contribution High‑Level Implementation Plan III (2024–2030), the country is strengthening its capacity to prepare for and respond to influenza and other respiratory threats. In early 2025, a core team from the Ministry of Public Health of the Democratic People’s Republic of Korea (DPRK) participated in a two‑day virtual workshop, which included a mini‑simulation exercise. The workshop was organized by WHO SEARO in collaboration with the Preparedness and Resilience for Emerging Threats (PRET) Secretariat at WHO headquarters and the WHO Country Office for the DPRK. Read more A REGIONAL CONSULTATION GUIDES WHO SEARO IN DEVELOPING A ROADMAP FOR IMPLEMENTING THE PREPPAREDNESS AND RESILIENCE FOR EMERGING THREATS (PRET) INITIATIVE BASED RESPIRATORY PATHOGEN PANDEMIC PREPAREDNESSInfluenza and other respiratory pathogens with pandemic potential continue to pose major public health risks globally. To strengthen regional preparedness and response, Member States of the WHO South‑East Asia Region (SEAR) convened in Colombo, Sri Lanka, to review and provide input on the draft Roadmap and Action Framework for Broad Respiratory Pathogen Pandemic Planning (2026–2031). Supported through the Pandemic Influenza Preparedness (PIP) Partnership Contribution (PC) funds, the proposed roadmap aims to advance robust, integrated preparedness and response capacities for influenza and other respiratory threats across SEAR. This work is aligned with the Preparedness and Resilience for Emerging Threats (PRET) initiative and the SEAR Strategic Roadmap on Health Security and Health System Resilience for Emergencies Read moreSRI LANKA’S USE OF ANTIVIRALS TO REDUCE THE SEASONAL INFLUENZA BURDEN Sri Lanka is strengthening its influenza response by placing greater emphasis on rapid testing, timely treatment, and integration with maternal health services. With support from WHO, the country is building a stronger evidence base on the burden of influenza and the value of vaccination, advancing a holistic approach to protect vulnerable populations and enhance pandemic preparedness. To reduce hospitalizations and deaths from seasonal influenza, Sri Lanka is taking proactive steps to expand access to rapid diagnostic testing and ensure prompt initiation of treatment. National clinical guidelines recommend the use of oseltamivir for individuals at high risk of complications, helping prevent severe illness and shorten the duration of infection. This strategy not only saves lives but also supports local pharmaceutical production, contributing to a reliable supply of antivirals for both seasonal outbreaks and future pandemics.Read moreBHUTAN BOOSTS PANDEMIC INFLUENZA READINESS WITH PANDEMIC INFLUENZA PREPAREDNESS FRAMEWORK PARTNERSHIP CONTRIBUTION SUPPORTED TRAINING AND SIMULATIONSOriginally developed in 2012, the National Influenza Pandemic Preparedness and Response Plan (NIPPRP) has long served as Bhutan’s central framework for managing influenza threats. In 2024, the plan underwent a comprehensive update to reflect evolving global and regional guidance, lessons learned from the COVID‑19 pandemic, and new capacities developed under the PIP Framework. The revised NIPPRP is now more clearly aligned with Bhutan’s broader emergency and disaster risk management structures, ensuring a coordinated, whole‑of‑government approach to pandemic response. As part of efforts to strengthen national pandemic preparedness, Bhutan conducted three national‑level training sessions followed by simulation exercises on influenza pandemic preparedness and response at five sentinel hospitals between April and May 2025, with support from the PIP Partnership Contribution (PC). These activities brought together more than 140 health professionals and key partners from across the country, with a focus on operationalizing the updated NIPPRP and enhancing readiness at key frontline facilities. Read moreSTRENGTHENING INFLUENZA SURVEILLANCE: WHO BRINGS TOGETHER INFLUENZA EXPERTS FROM SOUTH-EAST ASIA AND WESTERN PACIFIC REGIONSThe World Health Organization (WHO) convened the 18th Bi‑regional Meeting of National Influenza Centres (NICs) and Influenza Surveillance for the WHO South‑East Asia and Western Pacific Regions from 9–11 September 2025. Hosted by the WHO South‑East Asia Regional Office (SEARO), the meeting brought together representatives from Member States, Territories, and Areas across both regions, alongside experts from the WHO Collaborating Centres for Reference and Research on Influenza in Australia and Japan, the WHO Collaborating Centre for Studies on the Ecology of Influenza in Animals in the United States, quadripartite partners (WOAH and FAO), and other technical counterparts. The consultation provided a platform to review progress, share experiences, and outline priorities for strengthening influenza and respiratory pathogen surveillance across the two WHO regions.Read moreNETWORKS AND TECHNICAL PARTNERSHIPSSTRENGTHENING PANDEMIC READINES: SOUTH-EAST ASIA ADVANCES UNITY STUDIES UNDER THE PANDEMIC INFLUENZA PREPAREDNESS INITIATIVEThe WHO Global Influenza Surveillance and Response System (GISRS) Investigations & Studies initiative, also known as Unity Studies, provides a standardized, globally coordinated framework to support these efforts. Originally developed for influenza and adapted during COVID-19, Unity Studies enable countries to conduct rapid, nationally led investigations and studies to assess transmissibility, severity, susceptibility, and intervention effectiveness. To better prepare for future influenza pandemics, WHO has recently launched a network of sites which will be ready to conduct these investigations and studies rapidly in the event of a pandemic, or epidemic of an emerging or re-emerging respiratory pathogen. The WHO South-East Asia Region now hosts six sites of WHO GISRS Unity Studies across the five countries including Sri Lanka, strengthening regional capacity for early pandemic investigations. From 13–16 July 2025 in Colombo, the Global Public Health Summit offered an opportunity to advance this agenda. Read moreSTRENGTHENING PANDEMIC PREPAREDNESS THROUGH UNITY STUDIES: REAL-WORLD APPLICATIONS FROM INDIA IN WHO’S SOUTH-EAST ASIA REGION As countries continue to strengthen their pandemic preparedness through investments in resilient health systems during the interpandemic period, the World Health Organization’s (WHO) Global Influenza Surveillance and Response System (GISRS) Investigations & Studies Global Initiative, Global Initiative, commonly known as Unity Studies, remains a vital framework for respiratory pathogen pandemic preparedness. These standardized epidemiological protocols enable countries to rapidly generate high‑quality data on transmissibility, infection severity, population immunity, and the effectiveness of public health interventions. To highlight how Unity Studies protocols are being adapted and applied in national settings, WHO Headquarters, together with WHO Regional Offices, including the WHO South‑East Asia Regional Office (SEARO), hosted a global webinar. The session showcased case studies from India and the United Kingdom (UK), demonstrating innovative approaches to respiratory virus surveillance and pandemic readiness. Read moreSTRENGTHENING REGIONAL INFLUENZA SURVEILLANCE AND PREPAREDNESS: WHO SEARO HOSTS HIGH-LEVEL WEBINAR AMID RISING H5 THREATS In response to the increasing detection of avian influenza A(H5) cases in humans globally and within the WHO South‑East Asia Region, the WHO Regional Office for South‑East Asia (SEARO) convened a regional webinar on 25 July 2025 to review preparedness mechanisms, strengthen surveillance pathways, and promote timely reporting of unusual respiratory events. The virtual session brought together more than 50 participants from Ministries of Health, National Influenza Centres (NICs), National IHR Focal Points (NFPs), WHO Headquarters, WHO Country Offices across the Region, and WHO Collaborating Centres (CCs) for influenza. The webinar provided an opportunity to share situational updates, discuss surveillance gaps, and reinforce coordination mechanisms critical for early detection and rapid response to avian influenza threats. Read moreOther Key PIP Updates (July-December 2025)MEMBER STATES:Bangladesh drafted and conducted a series of Core Group Meetings in 2025 to review and update the National Pandemic Preparedness and Response Plan for Respiratory Pathogens. In addition, the country carried out Rapid Response Team (RRT) trainings on seasonal and avian influenza and other re‑emerging infectious diseases. Bangladesh also updated its epidemiological data‑training programme for physicians at sentinel surveillance sites, using a revised epidemiological data‑collection tool.Bhutan revised and updated its National Influenza Pandemic Preparedness and Response Plan (NIPPRP) in 2025 and developed a national Standard Operating Procedure (SOP) for influenza outbreak management. DPR Korea conducted a nationwide simulation exercise in July 2025 to support the update of its National Influenza Pandemic Preparedness Plan (2019). This followed a PRET‑based virtual orientation and mini‑simulation exercise held in May 2025 by SEARO and the WHO PRET Secretariat. The comprehensive exercise, conducted across central and provincial levels, assessed strengths and gaps in pandemic influenza preparedness and response. The feedback gathered has been incorporated into the revised draft plan to address identified weaknesses and strengthen overall readiness.India conducted a targeted nationwide online re‑orientation training on review and updates to the influenza portal for all State Surveillance Officers (SSOs) and relevant officials using the Integrated Health Information Platform (IHIP). The training emphasized correct marking and reporting of influenza samples as “unsubtypable” or “not subtyped” where applicable, to ensure accurate national surveillance.Maldives conducted simulation exercises in three atolls based on its existing National Pandemic Preparedness and Response Plan (NPPRP). The country plans to conduct similar exercises in three additional atolls after updating the NPPRP in 2026. In addition, Maldives conducted training on FluID and FluMart as part of a broader data‑management training package for Ministry of Health and Health Protection Agency officials, aimed at improving routine reporting to WHO platforms and the DHIS2 system.In Myanmar, technical support was provided to the National Influenza Centre (NIC) through dedicated human‑resource support (January–December 2025) to sustain data management and laboratory detection capacity for influenza and other emerging and re‑emerging respiratory viruses. This support also included strengthening genomic sequencing capacity.Nepal conducted a consultative workshop on the National Pandemic Preparedness and Response Plan (NPPRP) in July 2025. The workshop engaged key stakeholders from multiple sectors to review lessons from past pandemic responses, assess current mechanisms, and gather critical inputs for strengthening national preparedness. Key recommendations included revising the 2019 NPPRP and developing an updated Influenza Pandemic Preparedness Plan aligned with emerging risks, national priorities, and relevant international frameworks. Nepal also held a two day workshop dedicated to advancing the National Action Plan for Genomic Surveillance, aimed at reinforcing the country’s capacities for early detection and monitoring of emerging respiratory pathogens.Sri Lanka received the final report from WHO on the feasibility assessment for conducting an Influenza Burden of Disease (BoD) study in the country. The assessment, conducted from 28 April to 9 May 2025, included a desk review of existing data sources, document review, visits to sentinel surveillance sites, and key informant interviews. The study identified critical data sources required for a future BoD assessment, as well as their availability and quality. Officials from the Epidemiology Unit, the National Influenza Centre (NIC), and SARI/ILI sentinel hospitals across the country participated in the assessment.Timor Leste conducted on‑the‑job training and monitoring activities at two sentinel surveillance sites to strengthen surveillance and laboratory capacity for the detection of SARI, ILI, ARI, and other respiratory infections. REGIONAL OFFICE:SEARO conducted a Member States Consultation on the first draft of the Regional Roadmap and Strategic Action Framework for implementing WHO’s PRET‑based broad respiratory pathogen pandemic planning for 2026–2031. The consultation took place on 29–30 October 2025 during the final two days of the Regional PIP PC Annual Review and PRET Meeting in Colombo, Sri Lanka. Participants included representatives from Member States, WHO Country Offices, WHO SEARO, WHO Headquarters, partner agencies, and invited multidisciplinary technical experts. They reviewed the draft and provided detailed feedback, which has since been incorporated into a revised version. The consultation helped shape a shared regional vision for robust, PRET‑aligned pandemic preparedness, building on country‑level progress, addressing existing gaps and challenges, and aligning with global and regional health security frameworks. The publication is planned for release during the SEAR regional committee in 2026.SEARO documented the evolution of the National Influenza Pandemic Preparedness Planning process in the Region, tracing its development from its origins as a planning tool for responding to avian influenza outbreaks in 2006, through the experiences of the 2009 and 2019 pandemics, to the current status. The document outlines the way forward for respiratory pathogen pandemic planning across all 10 SEAR countries, aligning future national plans with WHO’s PRET Framework for broad respiratory pathogen pandemic preparedness.The Infectious Hazard Management (IHM) Unit has drafted the WHO South‑East Asia Regional Guidance on Influenza Prevention and Control, aligned with the Global Influenza Strategy and other regional initiatives. The draft is currently under review. Although this technical product was developed in response to a request from the Ministry of Public Health of the Democratic People’s Republic of Korea (MoPH‑DPRK), SEARO is finalizing it for use not only in DPRK but also across all Member States in the Region.The Immunization and Vaccine Development (IVD) Unit, in collaboration with WHE/SEARO, completed a regional landscape analysis on key barriers, challenges, and opportunities for the introduction of seasonal influenza vaccination in WHO South‑East Asia Regional (SEAR) countries.Additionally, the Immunization and Vaccine Development (IVD) Unit has completed a regional landscape analysis of influenza vaccine procurement systems across the WHO South‑East Asia Region (SEAR).KEY MEETINGS AND PUBLICATIONSMEETINGS:Six-month progress review of the implementation of the PIP-PC workplans in SEAR, focusing on Outputs 1 and 2 for the period January to June 2025, and held virtually across three sessions on 4, 8, and 10 July 2025. Read moreAnnual Regional Meeting (Hybrid) on Pandemic Influenza Preparedness (PIP) Partnership Contribution (PC) and WHO’s Preparedness and Resilience for Emerging Threats (PRET) Implementation in SEAR in Colombo, Sri Lanka, 27 to 30 October 2025. Read more18th Bi-regional Meeting (Virtual) of National Influenza Centres (NICs) and influenza surveillance in WHO South-East Asia and Western Pacific Regions from 9 to 11 September 2025. Read morePUBLICATIONSImplications of influenza A virus surveillance in Southeast Asian Region countries: a scoping review of approaches for the surveillance of swine influenza viruses at human-swine interfaces. Read moreAnnual South-East Asia regional meeting on operational planning for implementation of global influenza strategy and preparedness for respiratory viruses in 2025 Report on annual review meeting of implementation of pandemic influenza preparedness (PIP) partnership Contribution (PC) Fund in South-East Asia Region and the simulation exercise on PRET Status of influenza in who south-East Asia Region
PRESS RELEASE: State Water Contractors release annual science Report
Report shares updates on six studies funded by SWC’s Science Program designed to guide California water management techniques to protect fish and wildlife Press release from the State Water Contractors Today, the State Water Contractors (SWC) released its Annual Science Report for the 2024-25 fiscal year. The report provides updates on six studies, initially funded by more than $4 million from SWC’s Science Program in 2023, designed to generate actionable science that supports fish and habitat protection while maintaining a sustainable water […]
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The solution integrates liquidity management, payments infrastructure, and yield across banking and stablecoin rails within a governed treasury framework.Los Angeles, CA, Feb. 21, 2026 (GLOBE NEWSWIRE) -- Wellspring today announced the launch of Wellspring Institutional, a Treasury Management platform designed for small and mid-sized businesses. The solution provides finance teams with centralized cash visibility, integrated domestic and cross-border payments, and the ability to generate yield o
Five Berkeley Lab Scientists Receive DOE Early Career Research Awards
Five scientists from Lawrence Berkeley National Laboratory (Berkeley Lab) have received Early Career Research Program (ECRP) awards from the Department of Energy. The ECRP program, now in its 16th year, was established to bolster the nation’s scientific workforce by supporting exceptional researchers at the outset of their careers, when many scientists do their most formative work. Recipients use the funding to pursue projects that have the potential to solve scientific challenges and advance the country’s STEM capabilities. To be eligible for the program, a researcher must be an untenured, tenure-track assistant or associate professor at a U.S. academic institution, or a full-time employee at a DOE national laboratory or Office of Science user facility, who is within 10 years of having earned their doctorate. Awards to an institution of higher education will be approximately $875,000 over five years, and awards to a DOE national laboratory or Office of Science user facility will be approximately $2,750,000 over five years. This year’s Berkeley Lab awardees and their projects are listed below: Timon Heim: Better detectors for more powerful particle colliders Timon Heim is a staff scientist in the Physics Division. His ECRP project will develop a new type of detector that can track the particles generated by collisions in particle colliders with high spatial and temporal resolution. Current detectors in use at high-energy colliders, like the ATLAS detector at the Large Hadron Collider (LHC) at CERN, can track the trajectory and measure momentum of particles, but they can’t track a particle’s time of arrival with sufficient precision to discern from which of the many particle interactions they originate. Heim’s proposed technology — called a 4D tracking detector, because it captures data about particles’ positions in space and time — aims to solve this challenge, allowing researchers to glean more precise data from collision experiments to uncover new insights into fundamental forces and potentially discover new particles. The enhanced capabilities of 4D detectors will be a necessity for experiments at future colliders, such as the Muon Collider or Future Circular Collider. The project will develop custom microelectronics that process the signal of a pixelated silicon sensor that can register charged particles passing through it in an extreme radiation environment that these colliders produce during operation. The goal is to measure individual particles’ position with 50-micro-meter spatial and 50 pico-second (one trillionth of a second) temporal precision, for an incoming flux of around 1 billion particles per second per square centimeter. Harrison Lisabeth: Studying underground processes to unleash abundant energy Harrison Lisabeth is a research scientist in the Energy Geoscience Division focused on combining real-world experiments and AI to guide development of geothermal energy systems. His project will explore how deep underground rock formations – where geothermal wells are dug – are stressed by chemical reactions of the minerals and mechanical strain from movements in the Earth. A better understanding of subsurface stresses is essential to engineer safe and reliable geothermal wells that access the heat of deep rocks to produce electricity. It is estimated that the U.S. could generate ten times the amount of energy needed to power the grid using geothermal sources. Lisabeth plans to simulate how minerals grow, dissolve, and influence the behavior of surrounding rock in geothermal reservoirs by tracking chemical changes in rock samples under pressure in the lab. The project will also develop machine learning models to predict geologic strain based on field measurements and refine existing models that describe how common rock types deform under stress. Combining these approaches, Lisabeth hopes to develop a framework to predict stress to improve stability and longevity of geothermal wells. Daniel Carney: Pushing the quantum boundaries of particle measurement Daniel Carney is a staff scientist in the Physics Division who uses quantum information science to study particle physics and gravity. At very small scales, “quantum noise” — random fluctuations from the act of measurement — can drown out faint signals from rare processes. Carney’s ECRP project, “Fundamental Physics at the Quantum Limits of Measurement,” aims to build a new mechanical quantum sensor that can measure extremely small particle interactions below the limits of that quantum noise. The approach uses lasers to hold a tiny bead containing radioactive atoms; when one decays, the system measures the bead’s motion and the energy of any particles emitted. The experiment’s initial goal is to search for heavy sterile neutrinos, hypothetical particles predicted by some extensions of the Standard Model. The system could also help measure the mass of the neutrino, study the way particles interact through the electromagnetic and weak forces, and hunt for low-mass dark matter — all unsolved mysteries in particle physics. Callum Wilkinson: Using machine learning to demystify neutrinos Callum Wilkinson is a staff scientist in the Physics Division and part of the international Deep Underground Neutrino Experiment (DUNE) hosted by Fermi National Accelerator Laboratory. DUNE will create an intense beam of neutrinos that interact in detectors in Illinois and, after an 800-mile journey through the earth, in massive detectors in South Dakota. By precisely measuring neutrinos and how they change, researchers will get a better understanding of their fundamental properties and whether they are responsible for why there is so much more matter than antimatter in our universe. Wilkinson’s ECRP project will apply two machine learning techniques to improve the analysis of DUNE’s data and enhance the experiment’s precision. One approach will look for hidden patterns in how neutrinos interact and produce low-energy particles, while the other will help correct for distortions in what the detectors record. The methods will be tested on one of DUNE’s prototype detectors and could be used in other neutrino experiments, improving their measurements and helping scientists build better models. Aditi Krishnapriyan: Machine learning methods that scale as datasets grow Aditi Krishnapriyan is a faculty scientist in Berkeley Lab’s Applied Mathematics and Computational Research Division (AMCR) and assistant professor at UC Berkeley. Her project, awarded through UC Berkeley, will develop machine learning methods that scale with dataset size for modeling complex, multi-scale phenomena. The resulting tools can be applied in a wide range of research, including the study of new electrolytes for batteries or the examination of molecular interactions. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.