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Results for " measure " 1,316 found 🔀 AI-powered Shuffle

How to measure bad smells: the citizen science that is challenging the stench of rotten eggs and cabbage soup

The growing public awareness of odor pollution in countries like Spain clashes with the lack of regulation

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Apr 4 • 11:30 PM EDT • Science • english.elpais.com
Gemma 4 and what makes an open model succeed

Having written a lot of model release blog posts, there’s something much harder about reviewing open models when they drop relative to closed models, especially in 2026. In recent years, there were so few open models, so when Llama 3 was released most people were still doing research on Llama 2 and super happy to get an update. When Qwen 3 was released, the Llama 4 fiasco had just gone down, and a whole research community was emerging to study RL on Qwen 2.5 — it was a no brainer to upgrade. Today, when an open model releases, it’s competing with Qwen 3.5, Kimi K2.5, GLM 5, MiniMax M2.5, GPT-OSS, Arcee Large, Nemotron 3, Olmo 3, and others. The space is populated, but still feels full of hidden opportunity. The potential of open models feels like a dark matter, a potential we know is huge, but few clear recipes and examples for how to unlock it are out there. Agentic AI, OpenClaw, and everything brewing in that space is going to spur mass experimentation in open models to complement the likes of Claude and Codex, not replace them. Especially with open models, the benchmarks at release are an extremely incomplete story. In some ways this is exciting, as new open models have a much higher variance and ability to surprise, but it also points at some structural reasons that make building businesses and great AI experiences around open models harder than the closed alternatives. When a new Claude Opus or GPT drops, spending a few hours with them in my agentic workflows is genuinely a good vibe test. For open models, putting them through this test is a category error. Something else to be said about open models in the era of agents is that they get out of the debate of integration, harnesses, and tools and let us see close to the ground on what exactly is the ability of just a model. Of course, we can’t test some things like search abilities without some tool, but being able to measure exactly the pace of progress of the model alone is a welcome simplification to a systematically opaque AI space. Share The list of factors I’d use to assess a new open-weight model I’m considering investing in includes: Model performance (and size) — how this model performs on benchmarks I care about and how it compares to other models of a similar size. Country of origin — some businesses care deeply about provenance, and if a model was built in China or not. Model license — if a model needs legal approval for use, uptake will be slower at mid-sized and large companies. Tooling at release — many models release with half-broken, or at least substantially slower, implementations in popular software like vLLM, Transformers, SGLANG, etc due to pushing the envelope of architectures or tools. Model fine-tunability — how easy or hard it is to modify the given model to your use-case when you actually try and use it. The core problem is that some of these are immediately available at release, e.g. general performance, license, origin, etc. but others such as tooling take day(s) to week(s) to stabilize, and others are open research questions — with no group systematically monitoring fine-tunability. In the early era of open models, the days of Llama 2 or 3 and Qwen pre v3.5, the architectures were fairly simple and the models tended to work out of the box. Some of this was due to the extremely hard work of the Llama, Qwen, Mistral, etc. developer teams. Some is due to the new models being genuinely harder to work with. When it comes to something like Qwen 3.5 or Nemotron 3, with hybrid models (either gated delta net or mamba layers), the tooling is very rough at release. Things you would expect to “just work” often don’t. I’ve been following this area closely since we released Olmo Hybrid with a similar architecture, and Qwen 3.5 is just starting to work well in the various open-source tools that need to all play nice together for RL research. That’s 1.5 months after the release date! This is just to start really investing more into understanding the behavior of the models. Of course, others started working on these models sooner by investing more engineering resources or relying on partially closed software. The fully open and distributed ecosystem takes a long time to get going on some new models. All of this is lead-in for the most important question for open models — how easy is it to adapt to specific use-cases? This is a different problem for different model sizes. Large MoE open-weight models may be used by entities like Cursor who need complex capabilities in their domain, e.g. Composer 2 trained on Kimi K2.5. Other applications can be built on much smaller models, such as Chroma’s Context-1 model for agentic search, built on GPT-OSS 20B. The question of “which models are fine-tunable” is largely background knowledge known by engineers across the industry. There should be a thriving research area here to support the open ecosystem model. The first step is to understand characteristics of different base and post-trained models to understand what they look like. The second step is to tune pretraining recipes for open models so they’re more flexible. Interconnects AI is a reader-supported publication. Consider becoming a subscriber. Subscribe For The ATOM Project and other Interconnects endeavors, we’ve put in substantial effort to measuring adoption trends in the open ecosystem. Everything takes a long time to unfold after a model is first publicly available — and adaptability is why. What we know for sure now, when Qwen has been going from strength to strength with its releases, is that technical staff across the industry has gotten comfortable working with Qwen models. Countless research methods and datasets were made to work with Qwen. It’ll take patience for any other model family to get to this point — a patience I’m not sure many open model builders have. This takes us to Gemma 4, Google’s latest open models. Gemma 3 was released more than a year ago, in March of 2025, and is a bit underrated. Gemma 4 comes in 4 sizes for now, with a bigger, MoE model of over 100B total parameters rumored but not released yet. The models we have today come in sizes of ~5B dense, 8B dense, 26B total 4B active MoE, and 31B dense. I’m most excited that they’re finally adopting a standard Apache 2.0 open source license. This’ll massively boost adoption. The standard of better licenses for strong open-weight LLMs was set by mostly Chinese open model labs in the last 1-2 years, and now U.S. companies are following suit. I will personally be so happy if the horrible Llama licenses and Gemma terms of service were an ~18-month transient dynamic of the industry being nervous about releasing strong open models. The Gemma 4 scores look very solid, the small models have incredible benchmark scores (especially in general domains like LMArena) and the 31B model rivals the recent Qwen 3.5 27B, which is the leading member of that class. The ~30B size range is an important one, as it’s accessible both to researchers and to enterprises looking to deploy the model in real use-cases. Where the 7B model scale is the default for tinkering and research, a 30B model is the default for seeing if an open model can unlock substantial value in your specific workflow — a good mix of intelligence, low price, tractability for downstream training, etc. This takes us back to the above adoption criteria I mentioned for open models and the bigger question — do I think Gemma 4 will be an overwhelming success? Previous Gemma models have been plagued by tooling issues and poorer performance when being finetuned. Gemma 4’s success is going to be entirely determined by ease of use, to a point where a 5-10% swing on benchmarks wouldn’t matter at all. It’s strong enough, small enough, with the right license, and from the U.S., so many companies are going to slot it in. I’m cautiously optimistic that Gemma 4 is going to work better here. Winds are shifting for open models built in America. We saw GPT-OSS go through a bumpy launch to become an overwhelming success. There’s a collective energy around the likes of Reflection, Arcee, Nemotron, Gemma, Olmo, and peers that show substantial demand for building new stacks around open models. There’s capital to be spent on AI stacks across the economy by those who want more ownership of everything, including the model. After launching The ATOM Project 240 days ago, the conversation is shifting into the next stage. Summer of 2025 was a crisis moment where the U.S. AI scene realized it can’t wait and figure out open models after building AGI. The two markets will capture different areas and proceed in parallel. Now that more companies in the U.S. are releasing strong models, we need to improve the ecosystem so that these models are easy to use, understand, and build value around. It’s the hard work to build another inflection point in these adoption plots I’ve been updating consistently, but that’s the work to be done. Join me in it. More data coming soon! Here’s a sneak peek:

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Apr 3 • 12:57 PM EDT • Technology • interconnects.ai
Scientists say BMI gets it wrong for over one third of adults

A new study suggests that one of the most widely used health metrics, BMI, may be getting it wrong for a large portion of the population. By comparing BMI classifications with precise body fat measurements using advanced DXA scans, researchers found that more than one-third of adults were placed in incorrect weight categories. Many people labeled as overweight or obese did not actually have the corresponding body fat levels, while others were missed entirely.

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Apr 2 • 8:00 PM EDT • Science • sciencedaily.com
John Roberts told Donald Trump exactly what he thinks

Roberts’ tone about Trump’s effort to end birthright citizenship was especially biting for a chief justice known for his measured public comments.

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Apr 2 • 9:58 AM EDT • Politics • cnn.com
From evidence to action: WHO consultation advances public health and social measures for public health emergencies

For its third global technical consultation on Public Health and Social Measures (PHSM) during health emergencies, held on 24–26 March, WHO brought together over 120 experts from 44 Member States representing ministries of health, national institutes of public health and academia as well as civil society and international organizations.

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Apr 2 • 8:00 AM EDT • Health • who.int
Dayton health dept. launches hub showing community health data

The data includes community health outcomes, environmental measures, emergency preparedness data and more.

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Apr 2 • 6:34 AM EDT • Health • spectrumnews1.com
Saving biodiversity: Can innovation stop extinction?

Nearly a third of all species are at risk. New tools—from biodiversity credits to AI like BirdNET and measures against the Asian tiger mosquito—aim to protect ecosystems and human health.

dw.com logo
Apr 2 • 5:29 AM EDT • Science • dw.com
Portland City Council moves toward small measure of business tax relief

City councilors took an initial step Wednesday to help the smallest of Portland businesses.

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Apr 1 • 7:41 PM EDT • Business • opb.org
Kelly Ripa Reveals She Underwent a Cosmetic Procedure on Her Butt

'Desperate times call for desperate measures.'

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Apr 1 • 5:57 PM EDT • Entertainment • wfxg.com
USC Big Ten ranking in one preseason prediction model unveiled

The new offseason SP+ rankings are out. See where USC landed in this first preseason measurement of the Big Ten's 18 programs:

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Apr 1 • 8:32 AM EDT • Sports • sports.yahoo.com
Eureka! Scientists develop new way to detect breakthroughs in science

The history of science and technology is marked by major breakthroughs — the theory of evolution, the splitting of the atom, the development of antibiotics — and a research team including faculty at Binghamton University, State University of New York, has developed a method to help pinpoint discoveries that reshaped the course of science. A study publishing in Science Advances on April 1 maps the landscape of innovation to identify disruptive studies and patents that challenge existing paradigms and inspire waves of follow-up research. The measure was developed by a team including Sadamori Kojaku, assistant professor of systems science and industrial engineering at Binghamton University, along with his colleagues Munjung Kim and Yong-­Yeol Ahn at the University of Virginia.

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Apr 1 • 8:00 AM EDT • Science • eurekalert.org
Proposal to ban prop bets on sports dies in Louisiana. It would have cost the state millions.

A ban on prop betting and live betting on sports died in the Legislature after a state lawmaker sponsoring the measure said it would cost the state too much money.

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Apr 1 • 4:00 AM EDT • Sports • nola.com
Health officials stress safety measures after Helena measles exposure at local hospital

With five measles cases recently identified, Lewis and Clark County health experts encouraged caution to prevent further transmission.

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Mar 31 • 6:54 PM EDT • Health • montanafreepress.org
Spanberger signs first wave of bills targeting health care, housing and energy cost

Gov. Abigail Spanberger has signed the first batch of bills passed by state lawmakers before they adjourned in mid-March, advancing measures on health care, housing and energy affordability.

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Mar 31 • 4:40 PM EDT • Health • wtop.com
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Samsung’s Blood Pressure Monitoring Feature Now Available to U.S. Users in Samsung Health

Select Galaxy Watch users in the U.S. can now measure and track blood pressure using Samsung Health

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Mar 31 • 9:00 AM EDT • Technology • news.samsung.com
Samsung’s Blood Pressure Monitoring Feature Now Available to U.S. Users in Samsung Health

Select Galaxy Watch users in the U.S. can now measure and track blood pressure using Samsung Health

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Mar 31 • 9:00 AM EDT • Health • news.samsung.com
Trump’s Clout Faces Its First Real Test of 2026

A slate of early races in Indiana, Georgia, Louisiana and more will measure Trump’s hold on Republican voters.

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Mar 31 • 5:55 AM EDT • Politics • politico.com
This new “phonon laser” could measure gravity more precisely than ever before

Scientists have taken lasers beyond light and into the realm of sound, creating a breakthrough “phonon laser” that manipulates tiny vibrations at the quantum level. By dramatically reducing noise in these systems, researchers can now measure motion and forces with unprecedented precision. This advance could unlock new ways to study gravity, probe quantum physics, and even revolutionize navigation with ultra-accurate, satellite-free systems.

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Mar 30 • 8:00 PM EDT • Science • sciencedaily.com
New York looking to impose new gambling safeguards

Gov. Kathy Hochul has previewed sweeping new measures that would block minors from accessing betting apps and limit how companies target users.

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Mar 30 • 5:23 PM EDT • Politics • spectrumlocalnews.com
Germany Eyes €60 Billion in Potential Healthcare Cost Cuts

Germany can impose more than €60 billion ($68.8 billion) in cost cuts in its healthcare system by 2030 with measures such as restricting doctors’ pay, reining in drug costs and shifting the financing for welfare recipients.

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Mar 30 • 1:19 PM EDT • Health • bloomberg.com
Progressive groups in Maine push for wealth taxes

On Friday, a coalition of 21 business groups, led by the Maine Association of Realtors, said they are urging lawmakers to reject the 2% tax on incomes over $1 million and a measure to increase taxes on individual high earners.

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Mar 30 • 12:59 PM EDT • Politics • spectrumlocalnews.com
Recession warning: Walmart's stock suggests more economic pain is coming

The Walmart Recession Signal, a measure of Walmart's stock price relative to luxury stocks, has spiked leading up to the last four US downturns.

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Mar 30 • 10:08 AM EDT • Business • businessinsider.com
Q&A with Dallas County public health director

Dr. Philip Huang has worked on HIV prevention efforts, tobacco and secondhand smoke measures and more.

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Mar 30 • 7:00 AM EDT • Health • dallasnews.com
Q&A with Dallas County public health director

Dr. Philip Huang has worked on HIV prevention efforts, tobacco and secondhand smoke measures and more.

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Mar 30 • 7:00 AM EDT • Business • dallasnews.com
Improved Assessment of Health Care Worker Attitudes about Prenatal Alcohol Exposure and Fetal Alcohol Spectrum Disorders May Improve Prevention and Treatment

The authors of a recent study have recommended improvements to commonly used assessments of health care and social service providers’ attitudes about prenatal alcohol exposure and fetal alcohol spectrum disorders. The recommendations follow a thorough evaluation of assessments that had not previously been psychometrically validated and represent a first step toward establishing reliable and valid measures to assess attitudes toward these conditions. More accurately understanding providers’ a

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Mar 30 • 5:00 AM EDT • Health • newswise.com
Brent Crude rises after Trump says he wants to ‘take the oil’ in Iran; Starmer to gather business leaders to discuss emergency measures

Asian stocks fall and Brent rises to over $115 a barrel; Trump says US could seize Iran’s export hub on Kharg Island

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Mar 30 • 2:45 AM EDT • Business • theguardian.com
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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.

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Mar 29 • 8:00 PM EDT • Science • sciencebusiness.net
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.

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Mar 29 • 8:00 PM EDT • Science • sciencebusiness.net
How Are Health Systems Assessing ROI for AI Tools?

Michael Meucci, CEO of health data platform Arcadia, thinks health systems are changing their thinking about ROI when it comes to AI projects. As providers face tighter budgets, he said they’re broadening how they measure AI’s ROI, including benefits like reducing clinician burnout.

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Mar 29 • 12:53 PM EDT • Health • medcitynews.com
State bill aims to expand access to mental health evaluations. Will it help?

Measure would broaden access to court-ordered assessments and reach people who advocates say are slipping through the cracks

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Mar 29 • 8:00 AM EDT • Health • sandiegouniontribune.com
Overpaid Executive Tax fight divisive, costly

Billionaires spend to battle labor's ballot measure.

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Mar 29 • 7:00 AM EDT • Politics • sfexaminer.com
North Wales NHS is 'dire' - how can political parties fix Betsi?

Betsi Cadwaladr health board has spent most of its existence in special measures.

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Mar 29 • 5:33 AM EDT • Politics • bbc.com
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His party called him ‘repugnant’ for defying Trump. Brad Raffensperger still thinks he could win GOP nod for Georgia governor

Brad Raffensperger, who resisted President Donald Trump’s 2020 push to “find” votes in Georgia, is running for the Republican nomination for governor. How he does will measure not just the mood of the GOP in a critical swing state but whether candidates who defy the president have a place in Trump’s GOP.

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Mar 29 • 5:00 AM EDT • Politics • cnn.com
On Massachusetts income tax cut, business community is split

While some support the ballot measure that would lower the state income tax, others worry about the impact it could have on the state budget

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Mar 29 • 12:00 AM EDT • Business • bostonglobe.com
China proposes a departure from impact factor to measure academic influence
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Mar 28 • 10:00 PM EDT • Science • scmp.com
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'Families Not Politics' launches campaign against anti-trans Colorado ballot measures

Colorado LGBTQ advocates launched a campaign Friday to encourage “no” votes on two anti-trans measures on the 2026 ballot.

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Mar 27 • 5:18 PM EDT • Politics • coloradonewsline.com
Planned Parenthood, groups launch campaign against transgender ballot measures in Colorado

Planned Parenthood and other groups have launched a coalition to oppose two ballot measures that would ban transgender surgeries among children and require student athletes to only join sports teams that correspond to their biological sex. The two measures will appear in this year’s November ballot, setting the stage for a statewide debate over sports, […]

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Mar 27 • 3:13 PM EDT • Politics • coloradopolitics.com
‘Families not Politics’ coalition launches to oppose Colorado ballot measures targeting transgender minors

Advocacy organizations in Colorado have launched a campaign opposing two November ballot measures that would regulate transgender minors’ participation in school sports and access to certain medical procedures, setting the stage for a statewide debate over youth policy and parental decision‑making. Dubbed “Families Not Politics,” the coalition was established to “defend the freedoms, privacy, and […]

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Mar 27 • 3:13 PM EDT • Politics • coloradopolitics.com
Trump tells farmers that tractor companies should lower prices

President Donald Trump announced new measures on Friday to support U.S. farmers who are reeling from the administration's trade policies and the Iran war and suggested farm equipment makers cut

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Mar 27 • 1:11 PM EDT • Business • unionleader.com
House GOP erupts over Senate’s overnight move to fund pieces of DHS

Speaker Mike Johnson does not currently have the House votes to approve the Senate’s early morning funding measure to fund large swaths of the Department of Homeland Security.

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Mar 27 • 12:40 PM EDT • Politics • cnn.com
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.

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Mar 26 • 8:00 PM EDT • Health • pressdemocrat.com
Good Morning, Nashville! Talking Immigration Data Politics at Vanderbilt University

After a busy day on Capitol Hill yesterday, I landed in Nashville, Tennessee, last night for an exciting two days on campus at Vanderbilt University. Carwil Bjork-James, an anthropologist whose creative use of database construction to support critical scholarship resonates strongly with my own work, generously invited me to give a talk today about the politics of immigration data and to join a Wikipedia edit-a-thon tomorrow on the topic of immigrant detention. I encourage you to check out Carwil’s database project “Ultimate Consequences” about political deaths in Bolivia after 1982, and his book The Sovereign Street: Making Revolution in Urban Bolivia. My talk today is titled “Untangling the Messy Politics of Immigrant Detention Data.” I’ll focus on how immigrant detention data (not just detention centers themselves) become sites of controversy—from the collection and classification choices that shape what we can know, to the strategic withholding and distortion of data for political ends. Drawing on research spanning multiple administrations, I’ll trace how current data controversies in the second Trump administration connect to long-standing tensions in how we measure, interpret, and communicate about immigration. My goal is to move beyond simple partisan narratives and offer a practical guide for anyone working with immigration data to explore both the pitfalls to avoid and the creative opportunities for more transparent, rigorous public communication about immigration realities. If you are on campus, please stop by. Tomorrow I will join Carwil and Vanderbilt students for a Wikipedia Edit-a-Thon to edit and update Wikipedia entries related to immigrant detention with the latest robust information and data. This event is designed to orient participants into how to edit on Wikipedia, provide them with data-driven starter templates on detention facilities, and allow each person to produce an initial article on one element of the network of ICE facilities or one death in custody this year. The workshop is also a demonstration of how to use open data sources to build public knowledge—something I am deeply passionate about. Thank you to Vanderbilt University, the Spatial Histories series, and Carwil for hosting me. I would love to be a part of conversations and workshops related to immigration data on your campus. Students are really eager these days to have informed, critical, and data-driven explorations of our current immigration system. Reach out anytime if you want to discuss the possibility of bringing me to your campus. Subscribe

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Mar 26 • 7:55 AM EDT • Politics • austinkocher.substack.com
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Prediction market bets on sports, election, war would be verboten under new legislation

Lawmakers have introduced a flurry of measures to rein-in prediction markets in recent weeks, as the platforms have come under increased scrutiny.

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Mar 26 • 6:00 AM EDT • Sports • cnbc.com
Glyphosate: A story of science, risk, and nuance

In the summer of 2014, a California groundskeeper named Dewayne Johnson started noticing patches of raw, weeping skin spreading across his body. He had spent years applying Roundup, Monsanto’s glyphosate-based herbicide, for a school district, sometimes drenched in it when equipment malfunctioned. By 2014, he had a diagnosis: non-Hodgkin’s lymphoma. In 2018, a jury awarded him $289 million in damages, later reduced on appeal. Tens of thousands of lawsuits followed. The story hasn’t quieted down. It’s all over the internet, swinging between “this will kill you, buy organic” and “relax, you’re fear-mongering.” Some of that recent chatter stems from an Executive Order protecting glyphosate and its production, which set off intense infighting within the MAHA movement. Some of it reflects a deeper truth: Americans genuinely care about harmful chemicals in their environment (see poll below). And the conversation isn’t going anywhere, with a Supreme Court case involving Monsanto set for this April. Glyphosate (the active ingredient in Roundup) is one of the most widely used herbicides in the world. But does glyphosate cause cancer? And how much exposure is actually risky? With so much mistrust in institutions and corporations (and some genuine conflicts of interest), making sense of the actual scientific evidence is genuinely hard. Here is a translation of what the scientific evidence actually says. Does glyphosate cause harm? Glyphosate is an herbicide that kills most plants it contacts rather than targeting specific species. It works by blocking an enzyme pathway (EPSPS) that plants and many microorganisms need to produce essential amino acids. Without those amino acids, the plant can’t grow and dies. Glyphosate was first developed by Monsanto in the 1970s and became ubiquitous after the company introduced “Roundup Ready” crops in the 1990s. In 2024, Bayer removed glyphosate from residential Roundup-branded products due to litigation pressure. But today it is still the most widely used herbicide in the world. Farmers also discovered they could spray it directly on crops like oats, lentils, beans, and peas just before harvest to dry them out faster and make harvesting easier. Because of its widespread use, it’s obviously really important to understand if it’s harmful to humans. The key principle: The dose makes the poison The most important concept in toxicology is that “the dose makes the poison.” Sixteenth-century physician Paracelsus articulated what remains the foundational principle of toxicology: sola dosis facit venenum. Water will kill you if you drink enough of it. Aspirin saves lives at 81 milligrams and causes internal bleeding at higher chronic doses. So, at what dose is glyphosate poisonous? The LD50 in rats (the dose that kills half the test animals) is around 5,600 mg/kg body weight. Table salt is roughly 3,000 mg/kg. By that classic measure, glyphosate is less acutely toxic than salt. But some people are exposed to a lot of glyphosate through their work. And among the general public, there are many questions about low-dose, cumulative exposure from multiple sources over long periods. Does glyphosate cause health problems? Cancer Correlation maps are striking, with one analysis finding that 60% of counties that spray the most glyphosate have non-Hodgkin’s lymphoma rates above the national average. But correlation alone doesn’t establish cause, which is why animal and human studies matter. In animals: Rat studies are typically what most fear is rooted in, but most people don’t know the study details on the dosage given to rats. A pooled analysis of the 13 most rigorous rat studies found evidence that very high doses, around 55,000 times greater than typical food residue exposure, can cause certain cancers. In humans: One of the strongest studies followed 55,000 herbicide users over 20 years and found no overall increased cancer risk. There was one signal: among those with the highest use, rates of acute myeloid leukemia (AML) appeared elevated. A broader meta-analysis of 18 human studies also found no overall cancer risk, though a separate meta-analysis focused specifically on non-Hodgkin lymphoma found that people with high cumulative glyphosate exposure faced a 41% higher relative risk compared to those with low or no exposure. These human studies are observational studies (randomized controlled trials would be unethical), and meta-analyses are only as reliable as the studies they pool. But the story seems consistent: at very high exposure levels, there may be some cancer risk. But that’s about as far as the science currently takes us. Emerging research: gut and reproductive health Gut: Because glyphosate targets a pathway that exists in some gut bacteria, scientists have questioned whether it could affect the microbiome. In mice, a 2023 University of Iowa study found that glyphosate altered gut bacterial composition and raised markers of intestinal inflammation. A 2024 systematic review found similar patterns: disrupted gut bacteria and problems with the mucus layer that protects the intestinal wall in mice. Whether this translates to humans is an open question. The human gut is highly variable and resistant, and we don't yet have strong studies confirming the same effects in people. Reproductive health: Animal studies have found that glyphosate-based herbicides can interfere with reproductive hormones, including disrupting egg cell development in mice and reducing the number of eggs available in sheep’s ovaries. However, the doses used in these experiments were high, so it’s not yet clear whether the same effects would occur in humans. On the human side, a 2021 pilot study led by Mount Sinai researchers tested urine samples from pregnant women across the U.S. and found glyphosate in 95% of them. The study also found a possible connection between higher glyphosate exposure during pregnancy and a subtle physical difference measured in female newborns. That said, some connections weren’t statistically reliable and this was a small study. The researchers themselves said more and larger studies are needed before drawing firm conclusions. What do regulators say about glyphosate safety? In 2015, the International Agency for Research on Cancer (IARC), part of the World Health Organization, classified glyphosate as "probably carcinogenic to humans" (Group 2A). The classification is worth taking seriously. But, there’s an important distinction: IARC classifies hazard, meaning the potential to cause harm under some conditions. It does not assess risk, which accounts for actual exposure levels and the real-world probability of harm. The U.S. EPA, the European Food Safety Authority, Health Canada, and regulatory agencies in Australia and Japan have all concluded that glyphosate is “unlikely to be carcinogenic to humans” at realistic exposure levels. They’re asking a different question: given how much of this people actually encounter, what is the probability of harm? Your actual exposure is what determines your actual risk. What does glyphosate mean for your daily life? At the grocery store: Food residues are small. The EPA’s acceptable daily intake is 1.75 mg/kg of body weight per day. To hit that threshold from oatmeal alone, a 150-pound adult would need to eat roughly 50 pounds of oats every day. But this calculation addresses only one pathway (food), and we don’t yet have robust tools to measure people’s actual total exposure. If reducing exposure matters to you, organic certification prohibits synthetic herbicides, and organic oat products generally test at lower or undetectable levels. Either way, a diet rich in whole grains, conventional or organic, is far better for your health than one that omits them out of fear of residues. On the farm: Occupational exposure is orders of magnitude higher than consumer exposure. Farmers and farm workers who mix, load, and apply glyphosate-based herbicides, especially without protective equipment, face meaningfully different risk profiles. Proper PPE isn’t optional. Integrated weed management strategies that rotate chemical modes of action are also worth taking seriously, both for health and for long-term effectiveness. If you live near a farm: Spray drift is real. Concentrations near field edges can spike during and after application, particularly on windy days. This is an area where I think public health could really step up and empower rural communities with buffer zones, rather than placing the onus on individuals. But for now, knowing your local agricultural calendar and keeping windows closed during application are the first steps. Bottom line Dewayne Johnson was exposed to glyphosate at levels most people will never encounter, and a jury decided he deserved compensation. That outcome is not evidence that the oatmeal in your pantry is dangerous. But it is a reminder that the dose, the context, and the person doing the exposing all matter enormously. Glyphosate is a chemical tool with benefits, trade-offs, and genuine open scientific questions. Learning to hold that complexity without collapsing into panic or dismissal is, honestly, one of the most useful and hardest things to do in navigating modern health science. Love, YLE Your Local Epidemiologist (YLE) is founded and operated by Dr. Katelyn Jetelina, MPH PhD—an epidemiologist, wife, and mom of two little girls. Hannah Totte, MPH, is an epidemiologist and YLE Community Manager. YLE reaches more than 425,000 people in over 132 countries with one goal: “Translate” the ever-evolving public health science so that people will be well-equipped to make evidence-based decisions. This newsletter is free to everyone, thanks to the generous support of fellow YLE community members. To support the effort, subscribe or upgrade below: Subscribe

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Mar 25 • 10:25 AM EDT • Science • yourlocalepidemiologist.substack.com
Report: Mental health and homelessness services are expanding in Sonoma County under Measure O

Access to mental health care, substance use treatment and homelessness services has expanded across Sonoma County as voter-approved Measure O approaches the midpoint of its 10-year term, according to a new report presented today to the Sonoma County Board of Supervisors.

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Mar 24 • 7:19 PM EDT • Health • sonomacounty.gov
Scientists Develop New Gut Health Measure That Tracks Disease

Scientists have identified a new way to distinguish healthy guts from diseased ones and track how some illnesses progress by measuring how gut bacteria interact with one another. According to a study published in Science, a Rutgers-led team of scientists found that healthy and diseased digestive systems behave like two distinct ecological states, driven not by individual microbes but […]

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Mar 24 • 10:33 AM EDT • Health • sebsnjaesnews.rutgers.edu
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Iowa House passes restrictions on foreign involvement in health care, ballot issues

The Iowa House passed two measures Monday restricting foreign entities from health care ownership and ballot issue campaigns.

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Mar 24 • 9:08 AM EDT • Health • kcrg.com
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Crowded Democratic Race for California Governor Could Open Door for Republicans

By Joseph Ax and Costas Pitas March 24 (Reuters) - By many measures, California is the center of the ⁠Democratic ⁠Party's political universe. The most populous U.S. state, it is ⁠home to both the party's last presidential nominee, Kamala Harris, and possibly its future one, Governor Gavin Newsom. But ...

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Mar 24 • 6:02 AM EDT • Politics • usnews.com
Science Through Shadows: How Astronomical Alignments Reveal the Universe

When one celestial object passes in front of another, it can cast a shadow that travels across space – and sometimes across Earth. These moments of alignment, known as eclipses, occultations, and transits, allow scientists to study distant objects in remarkable ways. By observing how light changes when an object briefly blocks another, astronomers can measure sizes and shapes, detect atmospheres, and refine the orbits of asteroids and planets.

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Mar 23 • 3:47 PM EDT • Science • science.nasa.gov
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Q&A with Brain Health Expert Dr. James Galvin

The Miller School neurologist describes a new Brain Health Index that uses machine learning to measure brain health.

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Mar 23 • 9:58 AM EDT • Health • news.med.miami.edu
Rahm Emanuel proposes banning all federal employees from betting on prediction markets

Rahm Emanuel is proposing a far-reaching measure to crack down on betting in predictive markets in Washington as part of an effort to call attention to what he sees as a culture of corruption gripping the nation’s politics

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Mar 23 • 5:00 AM EDT • Politics • washingtonpost.com
Wake County childcare centers take preventive measures as measles cases rise
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Mar 22 • 11:39 AM EDT • Health • wral.com
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Senate rejects Trump-backed measure to ban trans athletes in female sports

The Senate on Saturday rejected an amendment to a far-reaching voting bill that would have barred transgender females from playing in girls’ and women’s sports.

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Mar 21 • 6:50 PM EDT • Sports • detroitnews.com
Senate rejects Trump-backed measure to ban trans athletes in female sports

The chamber considered adding the measure to a far-reaching voting bill supported by the Republican president.

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Mar 21 • 3:57 PM EDT • Sports • washingtonpost.com
Queens small businesses push for stronger safety measures after attempted robberies

QUEENS, N.Y. (PIX11) — Business owners in Queens are calling for stronger public safety measures after an attempted break-in at one of Woodhaven’s most well-known landmarks. The incident happened earl...

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Mar 21 • 1:24 PM EDT • Business • yahoo.com
Particle Breakthrough: South Dakota scientists help unlock new neutrino mystery

Scientists at South Dakota Mines help achieve the first-ever measurement of a rare neutrino interaction, advancing physics and supporting future research at SURF.

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Mar 21 • 12:00 PM EDT • Science • kotatv.com
Billionaires, trial lawyers and unions gear up for 2026 California ballot brawls

It costs millions to qualify for the ballot and most measures fail, but that’s not stopping lots of special interest groups from trying

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Mar 21 • 8:00 AM EDT • Politics • sacbee.com
Swalwell sees attacks from left and right as California's race for governor heats up

There is finally a breakaway leader in California’s crowded race for governor, at least by one measure: Eric Swalwell is just about everyone’s favorite target.

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Mar 20 • 2:19 PM EDT • Politics • pbs.org
🙂 Positive (35%)
Ballot measure to curtail dark money in San Diego politics gets initial vote

His District 9 office will now work with the city attorney's office to draft language for the ballot proposal, which must then be approved again by the Rules Committee and then the full City Council before being placed on the November 2026 ballot.

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Mar 19 • 11:35 AM EDT • Politics • kpbs.org
CMA opposes dangerous ballot measure threatening community health clinics

CMA is strongly opposing a proposed statewide ballot initiative that would strip billions of dollars from vital health...

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Mar 19 • 8:00 AM EDT • Health • cmadocs.org
German Health Minister Nina Warken and WHO Hub in Berlin highlight 2025 achievements

Germany’s Federal Minister of Health, Nina Warken, visited the WHO Hub for Pandemic and Epidemic Intelligence in Berlin today to review progress and launch its 2025 Annual Report. The report highlights advances in using artificial intelligence, data science and pathogen genomics to strengthen global preparedness for future pandemics.In 2025, the WHO Hub in Berlin worked with more than 160 Member States and over 190 partners to help countries and organizations develop new systems and tools to detect and understand new public health threats as quickly as possible, whenever and wherever they occur.BMG to confirm whether they wish to contribute a quote. “Detecting outbreaks early is one of the most effective ways to save lives and prevent epidemics from becoming global crises,” said Federal Minister of Health Nina Warken. “Germany is proud to host and support the WHO Hub for Pandemic and Epidemic Intelligence. Its work strengthens our safety at home and helps protect people worldwide.”Artificial intelligence is increasingly transforming the detection of outbreaks. In 2025, the Hub launched an upgraded version of the Epidemic Intelligence from Open Sources (EIOS) system, which uses enhanced AI functions to scan global online information in real time and help experts quickly identify unusual health events. The system is now used by 120 countries.To better anticipate health threats, countries need information beyond traditional health data. The Hub supports countries in implementing Collaborative Surveillance, which integrates data on climate, animals, travel, and population movement to provide a more comprehensive and real-time understanding of health threats.The Hub also expanded global access to pathogen genomics, which helps scientists detect new pathogens, such as viruses and bacteria, understand how they spread and how dangerous they may become. Through the International Pathogen Surveillance Network (IPSN), the WHO Hub in Berlin worked with 309 partners in 101 countries to expand access to these technologies.“We are in a new era of global health threats, and we need new tools to face tomorrow’s challenges,” said Dr Chikwe Ihekweazu, Executive Director of the WHO Health Emergencies Programme. “The WHO Hub in Berlin helps countries use data and technology more effectively so they can identify risks earlier and respond faster. No country can address these threats alone. Strong cooperation remains our best defence.”“Berlin offers an ideal environment for our work. We collaborate closely with world-leading institutions such as the Robert Koch Institute and the Charité Center for Global Health,” said Dr Oliver Morgan, Head of the WHO Hub for Pandemic and Epidemic Intelligence. “Germany has supported the WHO Hub since its establishment, and we are pleased to welcome Federal Minister Nina Warken to the Hub today. This strong partnership helps us advance innovation in pandemic and epidemic intelligence and better support countries to prepare for future health threats.”The Hub is expanding the use of advanced analytics and mathematical modelling to forecast how outbreaks may develop and to assess which response measures are most effective. Through its Collaboratory, the Hub connects modelers and analysts with governments to ensure their work addresses real public health needs. In 2025, the community grew to 1300 members from 50 countries and 200 institutions. An AI-powered pandemic simulator, currently in the prototyping phase, will help decision-makers compare outbreak scenarios and help identify effective disease control measures.

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Mar 19 • 8:00 AM EDT • Health • who.int
California’s proposed billionaire tax gains majority support in new poll, with a partisan split on voter ID

A new poll shows California voters are sharply divided over two brewing ballot measures: a one-time tax on billionaires and new rules and procedures to verify voter citizenship.

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Mar 19 • 6:00 AM EDT • Politics • latimes.com
Beach parking, money in politics and more: Four San Diego measures move one step closer to November ballot

Support was unanimous for three of the measures, but the committee vote was only 3-2 in favor of a measure to ban paid parking at beaches and bays.

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Mar 18 • 8:38 PM EDT • Politics • sandiegouniontribune.com
China targets measurement science in tech race with U.S. - Futura-Sciences

The invisible backbone of modern technology Behind every electronic chip, satellite, and medical device sits a system of measurement. Without extreme precision in units, standards, and calibration methods, no technology operates reliably. Metrology ensures that a nanometer is actually a nanometer, that a processor performs exactly as intended at atomic...

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Mar 18 • 9:30 AM EDT • Science • futura-sciences.com
Wisconsin lawmakers approve measure to allow tribes to offer online sports betting

MADISON, Wis. (AP) — As sports fans wager billions of dollars on the NCAA basketball tournaments, Wisconsin lawmakers are taking a shot at an expanded sports betting plan that could ...

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Mar 18 • 1:16 AM EDT • Sports • pbswisconsin.org
☹️ Negative (-75%)
Cuban Americans Will Be Allowed to Own Businesses in Cuba, but Is That Enough?

The Cuban government announced that Cubans living abroad can own and invest in businesses, but experts said they were disappointed that the measures didn’t go further.

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Mar 17 • 8:55 PM EDT • Business • nytimes.com
CA lawmakers pushes forward bill to curb mental health diversion for public safety

Opponents of the measure say the drive to restrict the diversions neglects statistical success.

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Mar 17 • 8:01 PM EDT • Health • sacbee.com
Kentucky Senate advances bill to bolster film and entertainment incentives

Kentucky's film and entertainment incentive program could be getting some changes this legislative session. Kentucky's Senate passed a bill Tuesday that builds on a measure from 2025 that created the...

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Mar 17 • 4:37 PM EDT • Entertainment • yahoo.com
It’s official. Maine will vote on proposal to ban trans athletes in girls sports.

The Maine secretary of state announced Tuesday that it had verified the signatures collected by proponents to get the measure on the November ballot.

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Mar 17 • 12:15 PM EDT • Sports • pressherald.com
Colorado voters will decide whether transgender students can join girls’ sports

A ballot initiative that would require student athletes to only join sports teams that correspond to their biological sex has qualified for the November ballot, according to the Colorado Secretary of State’s Office. The measure includes a declaration that “males and females possess unique and immutable biological differences that manifest prior to birth and increase […]

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Mar 16 • 5:56 PM EDT • Sports • coloradopolitics.com
A strange twist in the universe’s oldest light may be bigger than we thought

Scientists studying a mysterious effect called cosmic birefringence—a subtle twist in the polarization of the universe’s oldest light—have developed a new way to reduce uncertainty in how it’s measured. This faint rotation in the cosmic microwave background could point to entirely new physics, including hidden particles such as axions and clues about dark matter or dark energy.

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Mar 16 • 8:00 AM EDT • Science • sciencedaily.com
Chinese scientists create clock so precise it could redefine second

Optical clock measures time using light emitted by electrons transitioning between energy levels

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Mar 16 • 1:33 AM EDT • Science • yahoo.com
Low-cost preventive measures could mitigate spread of bacteria causing neonatal mortality

A new study found that a multifaceted infection prevention and control intervention could at least temporarily thwart outbreaks of infections from the Klebsiella pneumoniae bacterium, a leading cause ...

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Mar 15 • 3:00 PM EDT • Health • medicalxpress.com
10 projects from Newsom’s mental health bond were supposed to open in 2025. That didn’t happen

No project expected in 2025 under Gov. Gavin Newsom’s mental health ballot measure have opened. He says the bond is exceeding its goals.

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Mar 15 • 8:30 AM EDT • Health • inewsource.org
How often do people really fart? Scientists built smart underwear to find out

Researchers have created “Smart Underwear,” a wearable device that measures flatulence by detecting hydrogen produced by gut microbes. Early tests suggest people may pass gas about 32 times a day—much higher than previous estimates. The device gives scientists a new way to track gut microbial activity in everyday life. It will power a new nationwide study called the Human Flatus Atlas to map normal patterns of gas production.

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Mar 14 • 8:00 AM EDT • Science • sciencedaily.com
Linux Finally Catches Up to Windows with a Game-Changing Performance Feature

For years, the Linux kernel’s scheduler has been world‑class at balancing loads, yet it missed a crucial, cache‑aware instinct. In modern multi‑core systems, that gap can turn into measurable latency, especially when threads bounce between cores that don’t share the same cache. A new upstream feature, often called Cache Aware Scheduling, is now set to change that equation. A cache‑savvy scheduler arrives At the heart of any OS, the scheduler decides which thread runs where and for how long. In modern CPUs, small private caches (L1 and L2) sit beside each core, while a larger Last Level Cache (LLC, typically L3) is shared among groups of cores. When a task migrates across LLC boundaries, its warm data may vanish from the cache, forcing slower trips to main memory. Cache Aware Scheduling keeps related tasks close to their shared LLC, reducing destructive migrations. By respecting cache topology, the kernel minimizes cold‑start penalties and preserves locality that many workloads desperately need. The result is less thrashing, fewer memory stalls, and more consistent throughput. "Keep tasks close to their data, and the system will keep performance close to its peak." Why this narrows the Windows gap Windows has long leaned on topology‑aware, cache‑sensitive heuristics, especially since the Windows 10 era. That advantage helped Microsoft handle hybrid designs with P‑cores and E‑cores, plus complex cluster and NUMA layouts. With cache awareness integrated upstream, Linux brings parity to this vital dimension, without sacrificing its trademark flexibility. The Linux approach remains deeply configurable, reflecting the ecosystem’s breadth across servers, desktops, and embedded devices. It layers atop existing NUMA‑balancing and energy‑aware logic, refining placement rather than reinventing the wheel. Crucially, it aligns scheduling with the hardware’s real shape, not just with abstract CPU counts. Real‑world gains and who benefits Early tests on Intel Sapphire Rapids platforms point to gains in the 30–45% range for select workloads. Those wins appear in cache‑sensitive tasks like in‑memory analytics, high‑thread compilation, and microservices with tight working‑sets. Games and latency‑bound engines can also feel steadier frame‑times, especially when threads share hot assets. The benefits extend to AMD’s 3D V‑Cache parts, where keeping threads near enlarged cache slices prevents needless misses. Hybrid x86 designs with performance and efficiency cores further profit when cache and core roles are scheduled in concert. Even handhelds running SteamOS can squeeze more out of limited power, translating cache locality into smoother play. Key advantages include: Lower end‑to‑end latency Fewer expensive misses to RAM Better multi‑socket and NUMA behavior Improved energy efficiency More predictable QoS under mixed loads Stronger scaling on dense servers Caveats, tuning, and rollout No scheduler change is purely free, and trade‑offs still exist. Favoring locality can reduce cross‑cluster balance if limits are set too tight. Likewise, fairness and utilization must remain healthy, especially under heterogeneous, bursty workloads. Linux’s implementation is designed to be measured and tunable, not a blunt instrument. It cooperates with energy‑aware scheduling for mobile efficiency, and with NUMA‑balancers on big iron. Expect architecture‑specific refinements as vendors surface richer topology hints and cache‑sharing maps. Upstream integration has begun, with broad distribution adoption likely over the next cycles. Many users will encounter the change through standard kernel updates in 2025–2026, depending on distro cadence. Server‑class kernels may enable or tune it sooner for targeted fleets where cache locality is money in the bank. How to think about performance impact Cache Aware Scheduling amplifies gains when your workload is both CPU‑bound and cache‑sensitive. Think tight inner loops, hot code paths, and datasets that fit snugly in shared LLC. It’s less dramatic for I/O‑bound services or memory‑hungry tasks that blow past cache capacity. Still, even modest locality improvements often translate into smoother tail‑latency, which is where user experience and SLAs typically break. Developers can further help by pinning related threads, batching work, and aligning data to reduce cross‑cluster chatter. The scheduler’s new awareness works best when applications expose good hints. The bottom line By understanding and honoring cache topology, Linux removes a subtle yet costly bottleneck. The kernel’s smarter placement keeps hot data hot and work near where it belongs. That narrows a long‑standing gap with Windows, while preserving the openness and tunability Linux champions. For gamers, creators, and operators, the payoff is practical: more consistent frames, faster builds, and snappier services. For the ecosystem, it’s another step toward hardware‑savvy scheduling that turns transistor complexity into real‑world speed. And for Linux itself, it’s a timely upgrade that matches today’s silicon with tomorrow’s expectations.

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Mar 14 • 8:00 AM EDT • Technology • iowaparkleader.com
WA residents may soon be able to bet on UW, WSU, Gonzaga sports

Under the measure, bettors would be allowed to wager on the outcome of games or matches featuring schools from Washington.

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Mar 13 • 9:00 AM EDT • Sports • seattletimes.com
Uh, Scientists Have Significantly Miscalculated Earth’s Sea Levels

After analyzing 385 studies related to coastal areas and sea level rise, scientists found a significant discrepancy between geoid measurements and actual sea levels, especially in the global south.

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Mar 12 • 8:00 AM EDT • Science • popularmechanics.com
Uh, Scientists Have Significantly Miscalculated Earth’s Sea Levels

Scientists found that sea levels are much higher than geoid measurements previously indicated, especially in the global south.

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Mar 12 • 8:00 AM EDT • Science • yahoo.com
'Montana Plan' to prohibit corporate spending in politics green lit for signature gathering

After constitutional measure was found legally deficient, group submitted statutory initiative instead

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Mar 11 • 6:00 PM EDT • Politics • dailymontanan.com
North Star warns judge of ‘drastic cost-cutting measures’ without state funding

North Star Health Alliance, which operates hospitals in Carthage and Ogdensburg and an assisted living facility, may be standing on its last leg.

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Mar 11 • 4:43 PM EDT • Health • wwnytv.com
KBE discusses science standards, assessments and student performance during March virtual meeting

(FRANKFORT, KY) – Members of the Kentucky Board of Education (KBE) discussed science education in Kentucky, including a closer look at the Kentucky Academic Standards (KAS) for Science, how Kentucky’s assessment and accountability systems measure science proficiency, and student performance,

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Mar 11 • 3:50 PM EDT • Science • kentuckyteacher.org
WA income tax passes House after 24-hour debate

Democrats cheered and hugged after the vote, with Gov. Bob Ferguson joining them in the wings of the House chamber celebrating a measure he has pledged to sign.

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Mar 10 • 9:41 PM EDT • Politics • seattletimes.com
How pollutants interact inside the body to impact health | Harvard T.H. Chan School of Public Health

Peng Gao studies the “exposome”—the measure of an individual’s total environmental exposures over the course of their life and how those exposures impact biology and health.

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Mar 10 • 4:37 PM EDT • Health • hsph.harvard.edu
Studio Display XDR White Paper Reveals New Color System and Future Calibration Feature

Apple's newly published Studio Display XDR Technology Overview white paper reveals two notable display technologies: a forthcoming Full Calibration feature and a new color measurement model called Apple CMF 2026. According to the document, a future macOS update will introduce Full Calibration, a feature that allows users to recalibrate key display characteristics using professional measurement equipment.

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Mar 10 • 11:21 AM EDT • Technology • macrumors.com
Proposed CT limits on grocery self-checkout lanes draw business pushback, union support

Connecticut lawmakers are considering a proposal that would limit the use of self-checkout lanes at grocery stores, a measure that has drawn sharp opposition from retailers and business groups.

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Mar 10 • 9:08 AM EDT • Business • hartfordbusiness.com
Rising prices, mixed messages: Iran war is fraught with political risk for Trump

The war's price, measured in damage to the economy and in political costs to Trump, is still coming into view.

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Mar 9 • 10:37 PM EDT • Politics • bbc.com
Housing proposal threatens build-to-rent business model

A bipartisan housing proposal in the U.S. Senate could reshape the rapidly growing single-family rental market by forcing large institutional investors to sell newly built rental homes within seven years, The Wall Street Journal writes. Supporters say the measure would help expand homeownership by preventing deep-pocketed investors from holding large inventories of houses that might […]

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Mar 9 • 3:15 PM EDT • Business • businessreport.com
Business for Good 2026

Maine companies are increasingly recognizing that success is measured by more than profit alone. Research shows that people value businesses that operate responsibly by protecting the environment, supporting their communities, and fostering workplaces built on shared purpose. Business for Good spotlights the Maine organizations, large and small, that are driving positive change through community involvement, responsible growth, and purpose-driven leadership.

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Mar 9 • 9:43 AM EDT • Business • mainebiz.biz
Nintendo sues the Trump administration over 'unlawful' tariffs

Nintendo has filed suit over Donald Trump's 'unlawful' tariff measures against the U.S. government, from which it is demanding a 'refund with interest' on all additional duties paid.

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Mar 8 • 11:24 PM EDT • Entertainment • ew.com
This Overlooked Health Condition Could Raise Your Risk of Death by 83%

A study following more than 5,000 participants for 12 years found that straightforward clinical measurements can help identify sarcopenic obesity without relying on complex imaging methods such as MRI and CT scans. Researchers from the Federal University of São Carlos (UFSCar) in Brazil, working

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Mar 8 • 8:38 PM EDT • Health • scitechdaily.com
Longest snake ever measured is over 23.5 feet long

Nicknamed the ‘Baroness,' this python is longer than two great white sharks.

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Mar 6 • 2:37 PM EST • Science • popsci.com
Colorado Democrats, Republicans fight over ballot fiscal information

Republicans and Democrats clashed anew over legislation that would require identifying which programs would see a funding reduction if a ballot measure passed, with the former saying it’s yet another way for the government to control the campaign narrative and the latter insisting it provides transparency to voters. House Bill 1084, sponsored by Denver Democratic […]

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Mar 6 • 2:20 PM EST • Politics • coloradopolitics.com
Another lawsuit again asks Alaska election officials to change language in repeal ballot measure

Opponents of ranked choice voting want the Division of Elections to alter the wording describing the goal of their initiative.

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Mar 5 • 9:21 PM EST • Politics • adn.com
😐 Neutral (13%)
ahah
50%
wow
50%
Congress won't halt Iran war after another war powers measure fails

Republicans in the House of Representatives blocked a war powers resolution that would've immediately stopped U.S. hostilities against Iran.

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Mar 5 • 4:49 PM EST • Politics • usatoday.com
Deep dive
😐 Neutral (3%)
angry
46%
love
27%
wow
27%
‘Television and film can help model these safety measures’

Opinion, comment and editorials of the day

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Mar 5 • 11:37 AM EST • Politics • theweek.com
Britt hopes to negotiate end to DHS shutdown: ‘Put the safety of Americans before politics’

DHS is currently shut down after Congress failed to approve a continuing funding measure for the agency by the deadline.

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Mar 5 • 10:33 AM EST • Politics • al.com
House to vote on limiting Trump’s powers in Iran war after Senate measure fails

House decision is expected to be tight after war powers resolution in the Senate fell apart along party lines

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Mar 5 • 7:13 AM EST • Politics • theguardian.com
Virginia health officials investigate potential measures exposure in Lynchburg

The patient is a resident of another state who recently traveled internationally.

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Mar 4 • 6:48 PM EST • Health • wdbj7.com
What Can a Picture of Your Poop Tell You About Your Health?

Throne, a startup based in Austin, has developed a toilet add-on that measures gut health through things like frequency, volume, and color of bowel movements.

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Mar 4 • 10:00 AM EST • Health • gq.com