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Winston Marshall: UK politicians ‘won’t do anything’ to stop violence
WARNING: Graphic content — Grammy-winning musician Winston Marshall discusses a Sudanese migrant accused in the stabbing of a Belfast man in Northern Ireland on ‘The Will Cain Show.’
Maricopa County Public Health Hosts Father-Focused Baby Shower
As an early start to celebrating Father’s Day, Maricopa County Department of Public Health (MCDPH) is hosting a community baby shower, focused on fathers of children two years old and younger, a
Scientists Found That Bacteria Can Remember Stress Even Though They Have No Brains
Single cells used past nutrient shocks to change how they grew.
University of Utah to build major new health campus at The Point in Draper, officials announce
The rapidly growing area of Salt Lake County, which once housed the state prison, has been eyed for significant development.
Swine industry unites behind national plan to improve herd health
The director of swine health for the National Pork Board says there is a lot of disease pressure pork producers are struggling with right now. Speaking to Brownfield during the World Pork Expo in Des Moines last week, Dr. Marisa Rotolo said NPB has developed the National Swine Health Strategy, which is focused on advancing […]
Ciryl Gane used to treat MMA like a sport -- now he knows better
In his fifth career UFC title fight, Ciryl Gane understands the game he's playing at UFC Freedom 250.
New OMB rule could break science in the United States
The drug that saved your mother. The treatment your doctor recommended. The clinical trial that bought someone you love more time. None of it was inevitable. It required a system built to operate outside politics and sustained over decades, because science doesn’t operate on the timeline of a politician. That system is now under direct threat. The Office of Management and Budget (OMB) has proposed a new rule to regulate all federal grants, not just science, but housing, education, defense, NASA and everything in between, that would fundamentally change how research is conducted in the United States. There have been a lot of fires in the past 16 months, and if everything is an emergency, nothing is an emergency. But this is a very big deal. These rules would strip away the independence that has kept science from becoming a political tool. The good news is there’s still something we can all do. How the grant system was designed to work When I was a new faculty member, I was full of millions of ideas, so I sat down and wrote an NIH proposal. I worked on it for months and thought it was so good. Then I sent it to my mentor. It came back covered in comments. Places where my reasoning wasn’t as airtight as I’d thought, methods that could be stronger, gaps in my thinking that I had been too close to the work to see. It stung, as honest feedback always does, but peer review almost always makes the work better. In fact, it’s the backbone of how American science has functioned for generations. At NIH, submitted proposals go to a panel of scientists who have experience in the field. These are the people who can read research methods and spot their weaknesses, who understand when an experiment is designed well and when it isn’t. Applications are scored rigorously, and often only the top 3-20% of proposals receive funding. The people making funding decisions are required to justify them based on these reviews. To be clear: this is not a perfect system, and good science still goes unfunded more often than any of us would like due to limited resources. There is also criticism that peer review may undervalue bold ideas that are risky but could have high payoffs. But the peer review system is nonetheless a meaningful part of the grant selection process. While thoughtful and careful changes could improve the system, the changes being proposed by OMB will not make things better. The rule that could change everything Through this OMB proposal, the system that helps decide what gets funded is being dismantled. There are many troubling elements buried in this proposal, but three provisions stand out in particular. Each would be damaging alone. Together, they would change what kind of science gets done in America, and who it serves. 1. Political appointees would decide which science gets funded, and peer review would be explicitly sidelined or ignored. The guidelines your doctor follows, the standards that determine what’s in your air and water, the drugs that get approved for your family: all of it starts with a funding decision. Right now, that decision is made by scientists who can evaluate whether the work is actually sound and whether it could move the needle forward. Under this proposal, funding decisions could be made by political appointees. The careful, expertise-driven review process that shapes grant funding would be effectively sidelined. That means that a poorly designed study could get funded simply because someone in a political office liked the sound of it, while rigorous, important work doesn’t get funded because it no longer aligns with the administration’s priorities. In other words, critical work that benefits all of us could now be missed just because it has become politically inconvenient. 2. Grants could be canceled at any point, without warning, in the middle of ongoing work. Say your tax dollars have been paying for a cancer study for two years. The grant was awarded for five years, so the team is mid-experiment. There are three additional years’ worth of answers that could change how the disease is treated for hundreds of thousands of people. With this new rule, the federal government could cancel the remaining funding tomorrow, walk away from the commitment it made with your money, and have no legal obligation to finish what it started. This is a huge waste of money. There are rarely other sources of funding for this work, which means the team, the graduate students, postdocs, and research staff who have dedicated years of their careers to this project could lose their jobs. Patients who have contributed their time to studies may not see it turn into useful learnings for others. Every hour of work already completed could result in nothing useful. Science can take decades to get to tangible outcomes. It needs a stable funding system to flourish. 3. Researchers would have a harder time communicating their findings without pre-approval from the federal government. There is a saying from Sir Mark Walport: “Science isn’t finished until it’s communicated.” Science is no use to anyone if it is kept locked away in the labs that produced the data. The proposed rule could make communicating research findings harder in a number of ways: Make it harder for scientists to widely share their findings in scientific journals. Publication costs, including journal fees that allow for broad public access, could not be paid for by federal funds which is often how scientists pay these costs. Restrict researchers from engaging publicly about how their findings should inform policy or public health guidelines. This would restrict scientists from doing the work that transforms years of lab work into decisions that actually affect people’s lives. Make it harder for scientists to attend conferences. Conferences would now need to be approved by the federal agency at the time of grant award. This disadvantages conferences or publications that are not politically aligned. Conferences are a key way in which scientists learn about work happening in their field so they can collaborate and build on each other’s findings. What good is science with a muzzle? The long-term impact These changes could (and hopefully would) be reversed under the next administration. But by then, damage has been done. Once projects are halted or denied funding by political appointees, people leave their science careers for other paths or even leave the country to do their amazing science elsewhere. You cannot pause a scientific study the way you pause a subscription you decided isn’t useful anymore. You cannot freeze a research team that depends on salaries to feed their families, causing a scramble for replacement funding that, in most cases, simply does not exist. When the money stops, everything stops, and all the work in progress and its potential are lost. Despite all of the language about reducing waste, fraud, and abuse, this new proposed rule increases the administrative burden tremendously. Every researcher watching this unfold will make a rational decision: don’t start anything that will take a decade to finish. This includes not building a team around funding that could vanish, or asking the big questions that need patience and stability to answer. The most consequential science, the kind that produces the treatments and the breakthroughs that reach your doctor’s office twenty years from now, is exactly the science that would be abandoned first. This is still a proposal, so we can all do something Some worry this rule is already a done deal. But by law, OMB is required to open a public comment period. Those comments matter because they inform members of Congress, they can be used in litigation, and they create a public record. So here’s what you can do: Submit a public comment. The public comment period on this proposed change is open until July 13. Anyone can submit a comment, and OMB is required to respond to substantial ones. Each comment must be different to count as distinct; identical comments will be counted only once. Comment as an individual, not on behalf of your organization. Here’s a full resource to help you, with useful examples, but in general: Share a story about how science or federal funding has benefitted you or is involved in your work. Are you or someone you loved a cancer survivor? Do you know someone with Alzheimer’s? Have you received NIH/NSF or other federal funding? All of these can be stories you use to highlight why you care. Explain why you’re worried about these proposed changes. You can use the wording found here or in other resources to help you. Ask them to withdraw this proposed rule. Contact your elected representatives. Congress allocates money to federal agencies to spend, and it has oversight of how that process works. You can let your representatives know this proposed change concerns you and ask them to intervene. There are levers they can push that can help at this moment. Let others know why federal funding matters. This isn’t just about science, but ALL federal grants, including for education systems, defense projects, and more. The process, including the importance of federal funding, is invisible to many. We can all make it more visible by sharing how science benefits us and why we value it. You can also share this article, or any of the resources linked here, to help spread awareness! Bottom line We are quickly losing ground in scientific research in the U.S. More changes, like the proposed rule by OMB, would decimate our ability to conduct research here, leaving us all worse off: fewer treatments for pancreatic cancer, less research on pollution impacts, fewer answers for patients with rare disease, and more unaddressed health needs. The impact will be very real for all of us, regardless of where we stand politically. Using our voices for science is more important than ever. Love, LM Big thanks to Dr. Megan Ranney for reading this over and providing brilliant insights, as always. Dr. Liz Marnik, PhD, is Executive Director of The Evidence Collective at YLE and a science communicator and immunologist working at the intersection of public trust, science, and public health. You can find her on Substack, LinkedIn, Instagram and Threads. Your Local Epidemiologist (YLE) comprises a team of experts, ranging from physicians to immunologists to epidemiologists to nutritionists, working together with one goal: to “Translate” ever-evolving public health science so that people are well-equipped to make evidence-based decisions. The YLE suite of newsletters reaches over 475,000 people across more than 132 countries. 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
Chesterfield-based entertainment agency forms music education nonprofit
“(It’s) basically a proof of concept ... what we’re doing, who we want to help,” Harry said. “We’re going to lean preferably to nonprofit organizations in this space that are focused on kids. Getting them exposed to music at an early age.”
NSF to remove four measurement arrays in the deep ocean
The National Science Foundation will remove four ocean monitoring stations used to collect measurements of ocean temperature, currents and more.
It used to be boxing and baseball. Now, Panama’s sports fans have ‘unwavering passion’ for football
As part of a special World Cup series, The Athletic is speaking to fans of all 48 competing nations to capture their unique football culture
business owner says sex offenders used store address without permission
A Flagler County business owner says registered sex offenders have been using his general store’s address as their residence without permission, raising concerns about public safety and oversight of offender registration requirements.
A classic brain test exposed AI's biggest weakness
Researchers gave top AI models a classic attention test used in psychology and found a major flaw. While the models could correctly name colors in short lists, their performance deteriorated sharply as the task became longer and more complex. Some leading systems fell from over 90% accuracy to nearly complete failure.
Teen boys illegally collect tires for family business: Mayfield Heights Police Blotter
The owner of Tire and Wheel reported around 10 p.m. May 29 that he was remotely checking the business cameras and saw that two people were trying to open a scrap bin. As officers responded to the business, a security company reported that two people were taking used tires from the back of Nick Mayer Ford.
Deltarune Chapter 5 Release Date Revealed as Toby Fox Offers Promising Update for the Future
Deltarune Chapter 5 finally has a release date, and Undertale mastermind Toby Fox has used the opportunity to give fans a progress update on Chapter 6.
All the Liquid Glass Changes in macOS Golden Gate
When Liquid Glass launched in macOS Tahoe, Apple faced criticism over how the design looked on the Mac. Some people felt that Liquid Glass in macOS Tahoe was an afterthought with little impact from the design update, while others had issues with contrast, readability, rounded corners, and design consistency. There were long complaint threads on the MacRumors forums and on Reddit, and some people refused to update.
New study recommends 1 alcoholic drink or fewer per day. Its researchers want clearer U.S. guidelines on drinking
One of the officials involved in the study commissioned by Biden's Democratic administration accused Trump's Republican administration of “sidelining” the research — an allegation the Trump administration denies.
Southern Arkansas University launches new Bachelor of Science in Emergency Management for Fall 2026 | News
Southern Arkansas University has announced the launch of a new Bachelor of Science in Emergency Management, with enrollment beginning in Fall 2026. The program, housed in the Department of Behavioral…
U of A dismantles Health Sciences unit, disperses functions university-wide
University of Arizona Health Sciences — which has housed the colleges of medicine in Tucson and Phoenix, and the colleges of nursing, pharmacy and public health — is being dismantled
U of A dismantles Health Sciences unit, disperses functions university-wide
University of Arizona Health Sciences — which has housed the colleges of medicine in Tucson and Phoenix, and the colleges of nursing, pharmacy and public health — is being dismantled
What to watch in Tuesday's primaries as Platner seeks Senate nomination in Maine
Voters across Maine, Nevada, South Carolina and North Dakota head to the polls Tuesday for another day of primary elections in America, but much of the political world will be focused on Maine's high-stakes U.S. Senate contest.
Kingdom Hearts IV Lights Up With A New Trailer
Sora's older, more mature, but just as colorful as he used to be
Steelers Accused of Not Taking QB Situation Seriously
Despite Aaron Rodgers’ return, critics blast the Pittsburgh Steelers front office for failing to secure a high-upside future and settling for a veteran past his elite prime.
South Boston business reports repeated vandalism of Pride sign
Security footage shows three separate incidents over the weekend that caused more than $500 in damage to a Pride display outside the store.
Study links joint pain supplement to accelerating dementia
GAINESVILLE, Fla. — New research has found an association between taking glucosamine, a popular over-the-counter supplement used for joint pain, and a higher…
The Latest: Maine primary election tests Platner’s support following mounting scandals
Voters across Maine, Nevada, South Carolina and North Dakota head to the polls for another day of primary elections in America, but much of the political world will be focused on Maine’s high-stakes U.S. Senate contest
From Classroom to Racetrack: How Charlie Baur is Building a Motorsports Career in a Business Discipline
Charlie Baur can trace his racing story back to a Christmas morning in Michigan — the kind that starts with snow on the ground and ends with a throttle in a kid’s hands. “I remember being 3 years old and then for Christmas that year, my parents had gotten me a 120 cc snowmobile,” Baur said. Long before sprint cars, he was a Michigan kid on snowmobiles, dirt bikes, four-wheelers and jet skis — and a regular at car shows and races with his family. Photo courtesy of Charlie Baur That early exposure became a calling. At 12, he sat in a sprint car for the first time and knew he’d found the next chapter. He started in quarter midgets, moved to go-karts, and the day before he turned 16 — one day shy of the minimum age required by track insurance — he made his first sprint car start after convincing officials to let him race. Five years later, Baur is still pushing forward, now racing sprint cars on both pavement and dirt while pursuing an automotive business education at Northwood University — with a clear-eyed understanding that motorsports encompasses more than what happens under the lights on Saturday night. “It’s a business,” said Charlie, a 20-year-old who calls Fenton, Michigan, home when he’s not at a racetrack or at Northwood’s residential campus in Midland, Michigan. Photo courtesy of Charlie Baur Racing is the product — but preparation is the job To the average fan, race day begins around dinner time. For a team, race day can be a 12-hour shift — plus the work that came before it. And Baur’s racing operation is a family affair. “The team is my parents and myself,” he said, explaining they own the cars, maintain equipment and manage the business side — from sponsor relations to budgeting. On race weekends, the core group includes Baur and his parents (Eric and Stefanie), plus a couple of additional hands (Alex Photiou and Robert Flannigan) who help with the intensity and pace of trackside work. That structure has shaped how he thinks about efficiency and professionalism. “We’ve always kind of had the mentality of we’re never working on the car for maintenance at the track,” he said. “Our goal is to do as little work as possible to the car because it should be ready when that car rolls out of the trailer to go racing.” That mindset shows up in routines: bolt checks, tire procedures, safety equipment and a repeatable process designed to limit errors. “Once I fire the car up and put my helmet on, that’s when it’s go time,” he said. “You can plan as much as possible for how the race is going to play out, but until you take the green flag … you don’t know how it’s going to go.” Photo courtesy of Charlie Baur First-generation driver, student of the game In racing, “first-generation” matters — and Baur wears that label with pride. “A lot of the drivers are third or fourth generation,” he said. “My family has never been in motorsports. So for me, we’ve always looked at it as we’re new to it and we want to be as different as possible. From a marketing standpoint, it helps us stand out.” It also pushes him to seek out mentors — especially veteran drivers who have seen every scenario, solved every problem and won in multiple eras. Baur credits accomplished driver Jason Blonde, a 10-time champion, for becoming his driver coach and helping him develop as a competitor. “To me, learning from Jason helps me because he has had lots of success and knows what to do,” Baur said. “You have to humble yourself and say, ‘I don’t know what to do; can you help me out?’” That willingness to learn extends off the track, too. Baur says one of his biggest challenges is not a mechanical limitation, but credibility. “It’s my age,” he said. “Some people won’t take me seriously because I’m so young. Even though … I do know what we’re talking about and have a general idea.” His answer has been to out-prepare, out-communicate and treat the operation like a real enterprise — because it is. Photo courtesy of Charlie Baur Northwood’s role: Turning passion into a plan Baur is majoring in automotive aftermarket management and pursuing an accelerated path that pairs undergraduate study with graduate work. He’s also exploring how to align his studies with motorsports-focused coursework as Northwood advances related programs and pathways. He sees the value clearly: motorsports needs business-literate professionals who understand budgets, sponsorship, marketing, operations and long-term strategy — and who can translate between the language of the shop and the language of the boardroom. That’s why his Northwood experience isn’t limited to the classroom. He has been involved with the Northwood University International Auto Show and serves as motorsports chair — a leadership role that demands outreach, contracts, coordination and a steady professional demeanor. “There’s so much outside work that makes the auto show successful that people don’t realize,” he said. “And it is truly student led.” He’s also participated in industry experiences through Northwood at major events such as AAPEX, SEMA and PRI, along with other automotive networking events — opportunities he describes as a fast track to understanding how business really gets done. “You learn a lot in the classroom,” he said. “But if you learn it and you can’t apply it to the real world, it loses its value. Or if you learn it and can apply it, but you don’t know anyone, it is still of no value.” In his words, Northwood helps him win because it “gives me the tools to succeed” — including flexibility and faculty support as he balances travel and racing commitments with academics. Photo courtesy of Charlie Baur Racing as an ecosystem — and a talent gap waiting to be filled Baur is blunt about what he sees across the motorsports world: a deep bench of experienced professionals, and not enough young talent entering the pipeline. “I go to car shows, I go to these different events, and typically … the average age is between 45 to 55,” he said. “There’s not a lot of young people going into the motorsports world.” That reality reinforces Northwood’s communications focus: positioning motorsports not as a narrow lane, but as a wide ecosystem of business careers — sponsorship, logistics, data, media, leadership, hospitality and innovation — with real demand for prepared graduates. It also shapes how Baur talks to younger students who love racing but aren’t sure what their future looks like. “If you have a passion for motorsports, there’s gonna be a spot for you somewhere,” he said, emphasizing that driving is only one of many career paths — and that local tracks and hands-on experience are often the best first step. But if someone is interested in driving as a career path, it will take a team to make that happen. Baur’s team includes Stahl’s Motors and Music Experience, Rhino Racing, Randy Wise Buick GMC Chevrolet, Western Michigan Fleet Parts, Mother’s Polish, Schaeffer’s Oil, Hepfner Racing Products, Ameriguard Storage Centers, Justice Brothers, Race 1 Wraps, TBM Brakes, Behind Your Design, CharlieBaur.com and Northwood University. “There are so many people who invest not only in myself but in my race team and who believe in us to succeed,” he added. Pictured: Charlie Bauer’s sprint race car. Looking ahead: A headline worth chasing Ask Baur to imagine 2035, and he’ll give you two answers — one dream, one blueprint. “In a perfect world,” he said, “winning the Indy 500.” Realistically, he wants to build a life where business ownership and racing reinforce each other and where he can pay forward the help he has received by mentoring younger drivers, especially those trying to break into motorsports without a family legacy. “When I retire from full-time racing, I want to be able to provide the same opportunities that were presented to myself to the next generation of drivers,” Baur said. “I know how difficult it is to get your foot in the door.” For now, the focus is simple: keep building the operation, keep learning the business, and keep showing up prepared — because in sprint car racing, as in life, process matters. And once the helmet goes on? “It’s go time,” Baur said. Photo courtesy of Charlie Baur Learn more Students interested in motorsports careers — whether in competition, team operations, marketing, finance, sponsorship, data, or management — can explore opportunities through Northwood University’s Center for Automotive and Mobility Studies. For Charlie Baur’s latest motorsports adventures, follow Charlie_Baur and Charlie Baur Racing on social media. To learn more about Northwood’s Bachelor of Business Administration in Automotive and Mobility Studies and motorsports management concentration, visit www.northwood.edu/programs/automotive-mobility-studies/. Photo courtesy of Charlie Baur Pictured: Charlie Baur at Butler Motor Speedway on May 31, 2026. Share this page
Michigan’s Medicaid expansion improved both health and finances
Michigan’s Medicaid expansion, called the Healthy Michigan Plan, helped individuals’ physical, mental and financial health, and supported the hospitals and clinics used by all Michiganders.
Michigan’s Medicaid expansion improved both health and finances
Michigan’s Medicaid expansion, called the Healthy Michigan Plan, helped individuals’ physical, mental and financial health, and supported the hospitals and clinics used by all Michiganders.
Q&A: When is screen time healthy and when is it not?
Screen time is blamed for a lot of unhealthy outcomes, especially among children, but screen time can be used for a variety of things, from doom scrolling to learning and more. In this Q&A, Penn State researchers explain how people can consider what constitutes healthy or unhealthy screen use.
Cat ladies aren’t that ‘crazy’ after all - the social science behind the stereotype
Felines have long been associated with feminine power – and these women are embracing a cliché used to bring them down
Lawsuit targets Chicago broadcasters over ads for financial planner accused of fraud
Three Chicago broadcasters have been accused of fraudulently lending their institutional credibility to a man running what state officials called a “Ponzi-like scheme.”
Can Democrats take the Senate? Maine voters may provide a clue
Democrat Graham Platner appears likely to become the party's nominee against Sen. Susan Collins. Platner has been accused of engaging in volatile behavior with women, among other controversies.
EY's AI leader says companies are too focused on AI cost-cutting
Dan Diasio, EY's global consulting AI leader, said that leaders are leaning into an area with the "smallest level of return."
Democratic group launches ad campaign to help flip control of Congress in midterm elections
A Democratic group that previously focused on presidential races is wading into more than a dozen House and Senate contests across the country
Opinion | Democrats are too focused on racial disparities
The country lives, works, and loves across racial lines — it’s time to build on that reality.
Business says over $500 in damages caused after several vandalize 'Southie Pride' sign
The owner of a small business in Boston said over $500 in damages was caused after a pro-LGBTQ sign was damaged during the city's Pride weekend.
University of Miami joins new NOAA Cooperative Institute to advance sustainable U.S. aquaculture
Rosenstiel School researchers will contribute expertise in ocean science, environmental forecasting, and aquaculture innovation through a national partnership focused on strengthening America's seafood supply.
Happening June 13: People Over Politics
Mississippi for a Just World is hosting a People Over Politics: Voting Rights Edition training in Biloxi, focused on redistricting changes and how to check your voter registration.
Congratulations to the latest Boost Your Business awardees
Official website of the City of Philadelphia, includes information on municipal services, permits, licenses, and records for citizens and businesses.
We can create the future of science right now
Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.
Decoding AI: Oklahoma Gov. Kevin Stitt on regulating AI in political ads: ‘We want to make sure voters aren’t confused’
Affidavit: Man repeatedly slammed kitten on counter inside business on Northeast Side
San Antonio police have arrested a man who they say repeatedly abused a kitten, including doing it in front of an officer.
Federal judge voids Trump’s $100,000 fee requirement for H-1B visas
A federal judge on Monday voided President Donald Trump’s requirement of a $100,000 application fee for H-1B visas, ruling that he lacked authority to impose the new policy for a program used by companies to hire highly skilled foreign workers in specialized fields.
Pentagon updates list of recognized religious affiliations after backlash from Mormon lawmakers
The Pentagon has updated its list of verified religious affiliations for service members used in HR systems and removed the “Christian” designation from several faiths after facing backlash over the weekend that the Church of Jesus Christ of Latter-day Saints was not designated as Christian.
Apple Announces macOS Golden Gate
Apple today announced that macOS 27 is named macOS Golden Gate. macOS Golden Gate has some Liquid Glass design changes. For example, apps now have a unified toolbar at the top, and the sidebar now expands to the edge of the window. Much like Mac OS X Snow Leopard in 2009, Apple said it focused on improving macOS's performance and dozens of underlying technologies.
What It Takes To Be A Top Tier Entertainment Lawyer in 2026
Share I’ve recently run several popular posts breaking down data related to sought after legal jobs. General Counsel Big Law Appellate Attorney Here is another in this series. Two Lawyers, One Elite Market Entertainment law can sound like a single professional category. In practice, the lawyers who reach the top of the Hollywood market often look quite different from one another. Consider two attorneys from the 2025 top-entertainment-law universe. Lesley Freeman represents one route: the company-side entertainment lawyer. She is chief legal officer of AGBO, where she oversees company-wide business and legal affairs across film, television, video game and interactive experiences, and technological innovation, after senior legal roles at MGM, Amazon MGM Studios, HBO, and O’Melveny. Daniel Petrocelli represents another route: the outside-counsel trial lawyer. He is chair of O’Melveny’s trial practice and a vice chair of the firm, with a national litigation practice that includes entertainment, sports, and media disputes. Their careers differ by platform, role, practice area, and professional identity. One sits inside an entertainment company; the other practices from a major law firm. One is associated with corporate and governance work; the other with litigation. Yet both fall within the same publicly recognized top tier of Hollywood lawyers. That contrast points to the article’s central question. If there is no single mold for a top entertainment lawyer, are the paths simply idiosyncratic, or do they follow recurring patterns? The data suggest the latter. The attorneys recognized on The Hollywood Reporter and Variety’s 2025 top-attorney lists do not follow one career template, but their paths are not random. They cluster around several defined routes: entertainment-focused private practice, company-side or operator experience, corporate and finance conversion, litigation conversion, public-service-to-litigation pathways, and smaller specialized lanes in labor, employment, and celebrity family law. Across those routes, the recurring ingredients are platform strength, educational capital or Los Angeles market proximity, long career tenure, specialized practice identity, and entertainment-industry fluency. The article examines five dimensions of the top-attorney sample: route into entertainment law, firm or organizational platform, education pipeline, seniority, and practice specialization. Data and Methodology The dataset includes 103 attorneys drawn from The Hollywood Reporter and Variety’s 2025 lists of top entertainment or Hollywood attorneys. For each attorney, the dataset tracks current organization, law school, J.D. year where available, first-known bar admission year, practice area, prior roles, platform type, and route into entertainment law. The sample is best understood as a recognized-attorney dataset, not a census of all entertainment lawyers. It captures lawyers who reached public top-tier recognition in 2025, rather than every lawyer practicing in the entertainment sector. Multiple but Defined Routes Into Entertainment Law The first question is how these lawyers entered the entertainment-law market. Because every attorney in the dataset is entertainment-related by definition, the key distinction is not whether they practice entertainment law. It is how they got there. The largest group followed what might be called the entertainment private-practice route. These attorneys appear to have built their practices around entertainment, media, talent, music, rights, production, intellectual property, or adjacent industry work relatively early. That route accounts for 40 of the 103 attorneys in the sample, or 38.8%.
Colman Domingo stars in trailer for movie shot in 'every available' format — including new IMAX lens (exclusive)
Take an exclusive look at Colman Domingo and Abigail Breslin in the trailer for 'Chapter 51,' the upcoming movie that utilizes 'every available film format' — including one never used before.
Jets' consistent inconsistency prompts zero primetime games in 2026
Even the worst teams get a primetime slot or two throughout the season, at least that's how it used to be.
Resistance Training Appears to Restore Physical Strength, Immune Health in Frail or At-Risk Cancer Survivors
10-week exercise program erased signs of chronic inflammation caused by chemotherapy and radiation
Mental health counselor accused of child sex crimes, federal authorities searching for more victims
A mental health counselor is accused of child sex crimes, and federal investigators believe there are more victims.
Mental health counselor accused of child sex crimes, federal authorities searching for more victims
A mental health counselor is accused of child sex crimes, and federal investigators believe there are more victims.
Mental health counselor accused of child sex crimes, federal authorities searching for more victims
A mental health counselor is accused of child sex crimes, and federal investigators believe there are more victims.
Mental health counselor accused of child sex crimes, federal authorities searching for more victims
A mental health counselor is accused of child sex crimes, and federal investigators believe there are more victims.
CR-Connect Dealer Tour | Axis Business Technologies Is Focused on Its Local Colorado Communities
Axis Business Technologies, a traditional office technology dealer, focuses on service & subscription-based, intelligent document processing (IDP).
The weather and climate science AI revolution isn’t revolutionary
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New £1.5m fund to boost communities and businesses
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The World Cup is a springboard moment, US Soccer CEO says
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Diana DiZoglio not focused on political aspirations beyond Massachusetts auditor
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Overwhelmed or burned out? How to know, according to a psychotherapist
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<i>Scary Movie 6</i> Is Another Hollywood Reboot From Our Childhoods. But Have We Outgrown the Joke?
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HCA, VCU Health seek dismissal of Bon Secours legal challenges to Chesterfield hospital projects
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Scientists sound alarm on World Oceans Day as Trump axes deep-sea monitoring
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Thousands of women gather for Kaiser fitness festival in Sacramento
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Summer Travel Plans Soured by War-Linked Airfare Hikes
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Is Macau Outperformance And Community Investment Altering The Investment Case For Melco Resorts & Entertainment (MLCO)?
In the first quarter of 2026, Melco Resorts & Entertainment’s Macau properties generated 87% of group gross gaming revenue and 75% of EBITDA, with both metrics expanding year-on-year and quarter-on-quarter alongside a 1.3 percentage point gain in Macau gross gaming revenue market share. This outperformance in Macau, coupled with Melco’s ongoing support for inclusion-focused events such as the 2026 Inclusion Conference & Festival and the Macau Golf Masters, highlights how operational strength...
Crazy Taxi World Tour officially announced, Sega immediately upsets everyone by announcing it used generative AI
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Brewers' Pat Murphy Discusses Viral Jacob Misiorowski Interaction
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Simone Biles Says Medical Scare Was Because of Health, Not Accident
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Inside SHA’s Revolutionary New Women’s Health Retreat
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Sega Confirms And Responds To Generative AI Content In New Crazy Taxi Game
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FULL SHOW: Inside INdiana Business 6/7/26
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What Maplebear (CART)'s AI Carts and Health Partnerships Expansion Means For Shareholders
In early June 2026, Instacart expanded its AI-driven Caper Carts to select Weis Markets stores in Pennsylvania and Vida Health announced a nationwide partnership using Instacart Health Fresh Funds to link nutrition guidance with easier access to healthy groceries. Together, these moves highlight Instacart’s push to blend in-store retail tech, loyalty engagement, and health-focused grocery access into a broader Physical AI ecosystem. We’ll now examine how Instacart’s push into AI-powered...
US data center power use set to jump 50%: Business Insider analysis
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I flew Gulf Air business class and won't book Qatar or Emirates again
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TV tower goes down during storm at the Memorial Tournament
An intense storm rolled through the Columbus area and led to third-round play being suspended at the Memorial Tournament on Saturday at Muirfield Village Golf Club (Dublin, OH). Roughly 30 minutes after play at the PGA Tour event was suspended, the storm caused a TV tower to go down near the 10th green. Thankfully, nobody…
Ancient Chinese medicine could transform hair loss treatment
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Toxic pollutant from car tires reaching San Francisco Bay, scientists say
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Iran says U.S. has denied visas to key World Cup officials
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Hegseth warns of 'invasion' and 'dangerous ideologies' in D-Day anniversary speech
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UPS CEO’s $20M Gift Expands Full-Ride Scholars Program To University Of Wyoming Business School
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What is happening between Gov. Kemp and Dooley? Scandal in Senate race
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Tiny X-ray telescope could unlock the Moon's hidden chemistry
A lightweight new X-ray telescope could finally give scientists something they’ve never had before: a complete chemical map of the Moon. Researchers used detailed mission simulations to show that a compact telescope orbiting the Moon could identify key elements across the entire lunar surface, helping reveal how the Moon formed and evolved.
I love luxury hotels, but my sister took me to an adult summer camp
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Science news this week: Ötzi the Iceman used to make sourdough, Italian teenagers discover Roman villa under school, Google plans to release 64 million mosquitos, and RIP to NASA's Maven probe
June 6, 2026: Our weekly roundup of the latest science in the news, as well as a few fascinating articles to keep you entertained over the weekend
I used the Motorola Razr Ultra (2026) and the Galaxy Z Flip 7, and I only want one in my pocket
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Why is young colon cancer rising? New research shows food, gut health
Young colon cancer may not be not the same disease doctors are used to treating. Researchers are discovering new links to modern diets and gut toxins.
Why is young colon cancer rising? New research shows food, gut health
Young colon cancer may not be not the same disease doctors are used to treating. Researchers are discovering new links to modern diets and gut toxins.
IND vs AFG: Gautam Gambhir backs ICC’s pink-ball initiative
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Opinion | The doctor who chose science over politics
I found new appreciation for a surgeon general who refused to bend science to political demands.
Opinion | The doctor who chose science over politics
I found new appreciation for a surgeon general who refused to bend science to political demands.
DOJ office says ‘multiple’ probes of California elections underway after Trump cries foul
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An Early Mock Trade To Give The Pirates’ Bullpen Help
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Super Yooka-Laylee Kart announced for PC
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Polis signs final bills from 2026 session, including several business-focused laws
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Palestinian baby killed by Israeli gunfire in West Bank, says health ministry
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Tupac Is Coming To Stranger Than Heaven And We're As Confused As You Are
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Women gather in Jackson to support heart health and maternal care
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2 men, business charged, accused of illegal dumping in Copley
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Pritzker moves to end data-center incentives
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