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Strengthening key health measures in national climate plans
The majority of national climate adaptation plans fail to fully integrate health needs or engage populations most at risk from climate change, according to a new study.
Mysterious 'cold blob' in the Atlantic is a sign of the Gulf Stream weakening — and that's bad news for the US East Coast
The Atlantic's enigmatic "cold blob" has once again been linked to a weakening of key ocean currents and a devastating climate tipping point.
POP Culture Group Reports Revenue Growth of 65%, Driven by Digital Entertainment Expansion (CPOP)
Strong gains in digital entertainment helped boost revenue and operating income, highlighting a shift toward higher-growth business segments. Key Investor TakeawaysPOP Culture Group reported revenue growth of 65% year over year for the six months ended December 31, 2025.
73 Percent of Small Business Owners Now Identify as 'Creators'—and It's Changing How They Operate
A new study from Constant Contact surveyed more than 5,000 small business owners. A key trend that emerged? Content creation.
Sports help athlete with allergies, asthma breathe easier
Ethan Good has dealt with severe asthma and allergies since age 2. With help from Sanford Health, now he's playing hockey and baseball.
Sibel Health Receives EU MDR Class IIb CE Mark for ANNE® One: The First Wireless Wearable Patient Monitoring Platform Certified to Key Interoperability Standards
/PRNewswire/ -- Sibel Health Inc., an award-winning medical technology company, today announced that its ANNE® One system has received CE Mark certification...
Trump EPA move sparks fears over kids’ health
An advocate warns that rolling back a key climate finding could expose children – especially in Black and Brown communities – to more dangerous air pollution.
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
iOS 27 Brings New Functionality to HomePod
With the launch of iOS 27 and HomePod Software 27, Apple is adding support for AutoMix, Apple's AI-powered Apple Music feature that blends songs using matching key and tempo. Apple says it has improved AutoMix's underlying algorithms to generate new transition types, making for more seamless blends between tracks, so this should also benefit the newly introduced feature for HomePod.
$100 million revenues for sports card sellers? Inside the race to own the live-selling market
Today, more hobbyists than ever are building their collections from the couch with millions of sports cards instantly accessible through their phone. This has made live selling the latest frontier in the sports card industry. It’s where live auctions meet the modern version of the home shopping channels that found success in the 1980s and ‘90s, but the sellers are using platforms like Whatnot, Fanatics Live and eBay Live to build their own proprietary businesses while those larger entities jockey for position in a rapidly growing market. Social commerce in the United States grew an...
Government spying program days from expiring as Congress deadlocks
Congress is struggling to extend a key surveillance law — in part due to privacy concerns and to Trump's pick of Bill Pulte for spy chief.
Sights and sounds from Day 8 of Tennessee Titans OTAs
Several key players missed the latest Tennessee Titans practice while Will Levis showed flashes of potential on the field.
Top takeaways from the primary elections in Maine and South Carolina: 'Movement about us'
Graham Platner cruises to Maine Democratic Senate nomination despite mounting controversies, setting up a key midterm battle against Sen. Susan Collins.
Iowa's STOP Fraud Act targets fake business addresses
Iowa Secretary of State Paul Pate says the "STOP Fraud Act" is a key step in fighting business fraud, though more work is needed to address its root causes.
Hurricanes beat Golden Knights 5-3 to tie Stanley Cup Final at 2-2
Game 5 is Thursday night at Carolina, which will potentially have two games on home ice in its bid to win its first Cup in two decades.
Graham Platner shrugs off scandals to win Maine Democratic Senate primary
Platner, whose campaign was hit by series of negative headlines, to face Susan Collins in key midterm contest
Japan's Asics to spin off Onitsuka Tiger business
Japan's Asics Corp on Wednesday said it will spin off its high-end Onitsuka Tiger business, a key driver behind four straight years of record profit, in a bid to speed up decision-making and boost competitiveness.
Will scandal-hit Maine Senate hopeful Graham Platner help save or sink Democrats?
If Graham Platner wins, he could pull his party left and prove that novice candidates, baggage and all, are viable in key races.
Measles outbreak in Sacramento, Placer counties declared over after 42 days
Nineteen cases were tied to the regional outbreak. Health officials said one key factor helped stop transmission.
Why Model Flows Are the Key for Reproducibility in AI for Science
Reproducibility is absolutely critical in science, but it’s a troublesome characteristic when it comes to AI. Frontier models developed by Big AI may deliver superior accuracy and reasoning capabilities, but they do so largely as black boxes with little regard for reproducibility. If AI is going to turbo-charge scientific productivity, it must do so without […]
ACC-AHA release first cardiovascular-kidney-metabolic syndrome guideline
Science shows the deep relationship between cardiac, kidney and metabolism issues that may impact up to 90% of the U.S. population.
ACC-AHA release first cardiovascular-kidney-metabolic syndrome guideline
Science shows the deep relationship between cardiac, kidney and metabolism issues that may impact up to 90% of the U.S. population.
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.
Detroit summer lineup of events, entertainment, and big-name connections with Embarco Management Founder Mikey Eckstein
Fox 2's Ronia Shamona joins Mikey Eckstein to hear all about Influence Thursdays and so much more
Conference tackles challenges of health care workforce
Strengthening North Dakota’s health care workforce is the goal of multiple programs at UND, speakers say at Dakota Conference on Rural Health
Democrats Accuse Republicans of Meddling in Maine’s Second Congressional District Primary
A mysterious group has spent $500,000 to elevate a progressive candidate in the Democratic primary race for a key House seat.
Florida Georgia Line Signs With CAA And The Core Entertainment
Days after surprising the country world with a CMA Fest set at Nashville’s Nissan Stadium and confirming their reunion, Florida Georgia Line cemented its
Saving Great Salt Lake key issue in Utah’s House District 21 primary race
Democrats Aaron Wiley and Stephen Otterstrom are vying to replace Rep. Sandra Hollins in the Utah House of Representatives.
GOP primary for U.S. House seat and Democratic governors race among Nevada's key contests
Nevadans are choosing their party nominees Tuesday for two closely watched congressional seats and the governor’s race, among others, as the state grapples with an affordable housing shortage, exploding energy demand from data centers and federal cuts to key state programs.
Apple Says iOS 27 Adds These 12 New Features to Your iPhone
iOS 27's key new feature is a more intelligent and personal version of Siri, but the changes go well beyond that. In a press release today, Apple outlined additional enhancements coming across Apple Maps, Find My, Apple Wallet, Apple Music, and more. Apple Maps has gained an enhanced Flyover experience powered by AI, enabling you to view aerial imagery in "stunning detail" for select cities.
Stars outline vision for $3B arena, entertainment district in Plano
The Dallas Stars’ planned $3B hockey arena and entertainment complex in Plano is set near the back left portion of the site and illuminated in neon green.
Daylight robbery: $500k of Noble Oak Bourbon stolen
The theft of 1,800 cases of whiskey in Philadelphia last week may have been part of a ‘coordinated cargo theft operation’.
A first test for Platner and other key races to watch in Tuesday’s primaries in Maine and beyond
Primaries in four states on Tuesday will offer clues about how much tolerance voters have for candidates embroiled in controversies, while testing President Donald Trump’s sway in a crowded Republican primary and setting up a key race for governor in one of the country’s premier presidential battleground states.
Everything New Coming To tvOS 27 For Apple TV Users
Even though Apple didn't focus on what's coming to its set-top box in the WWDC keynote, there are at least eight features coming to Apple TV.
2026 Fantasy Football QB Projections: Key Stats for Top Quarterbacks
Quarterback projections for 2026 emphasize passing volume, rushing production, touchdown rates, and turnover potential.
South Carolina Republicans try to extend winning streak as Sen. Lindsey Graham seeks fifth term
South Carolina voters are narrowing down candidates in key races for governor and U.S. Senate
Plano advances Dallas Stars arena proposal with unanimous council vote
Plano approved key measures tied to a proposed Dallas Stars arena, entertainment district and future venue tax election.
PWHL Detroit roster updates: Newest hockey players on expansion squad
Detroit's new team in the Professional Women's Hockey League wrapped up Phase 2 of the expansion process on Monday, June 8 by signing Jesse Compher.
Brind'Amour not disclosing goaltender decision for Game 4 of Stanley Cup Final
Brandon Bussi replaced Frederik Andersen after Vegas took a 4-0 lead in Game 3 on Saturday night.
Brind'Amour not disclosing goaltender decision for Game 4 of Stanley Cup Final
Brandon Bussi replaced Frederik Andersen after Vegas took a 4-0 lead in Game 3 on Saturday night.
Apple's WWDC AI demos looked more real after $250M false ad settlement
The vibe of Apple's 2026 WWDC keynote felt like a spouse proudly listing all the honey-do-list items tackled. One subtle example: the many AI demos of someone standing, phone in hand.
iOS 27 Tidbits: Share a Phone Number on Two iPhones, Independent Alarm Volume, Faster AirPlay and More
At the WWDC 2026 keynote, Apple detailed iOS 27 changes like a new version of Siri with a dedicated Siri app and Apple Intelligence features across multiple apps, but there are dozens of smaller but still important changes that Apple didn't have time to go through. Apple shared an image summarizing some of the bug fixes and optimizations it made in iOS 27, iPadOS 27, and macOS 27, and there are some interesting changes.
Tim Cook Delivers Farewell Remarks at His Last Apple Keynote as CEO
Tim Cook closed out what is expected to be his last keynote as Apple's chief executive officer today with some emotive final remarks. Wrapping up a pre-recorded video message, Cook reflected on his tenure at the company. "Some of the highlights of my time as CEO have been events like this, sharing powerful new tools with all of you," he said, adding that what developers create with Apple's platforms has been "a constant reminder that imagination has no limits".
Apple plays catch-up at WWDC
Apple spent much of its WWDC keynote highlighting fixes, performance improvements, and long-requested features before unveiling its upgraded AI-powered Siri, signaling that the company wants users to see AI as just one part of a broader effort to improve its software.
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.
‘Marty, Life Is Short’ Director Lawrence Kasdan On His Buddy Martin Short’s Major Talent And Secret Skill: “The Key Word Is Resilience”
Actor Martin Short can go small, as in the movie Clifford, where he played a mischievous 10-year-old. Or he can go big, in a fat suit as Jiminy Glick, the portly entertainment journalist with the outs...
Apple Releases First iOS 27, iPadOS 27, and macOS 27 Betas to Developers
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watchOS 27 beta 1 now available for Apple Watch
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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%.
Apple's Beta Website Says 'We'll Be Back Soon' Just Ahead of WWDC
Apple's Beta Software Program website has gone down ahead of the company's WWDC 2026 keynote next hour. Apple's Beta Software Program website has gone down ahead of the company's WWDC 2026 keynote next hour.
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Can Yellow Fish Help Turn Around Campbell’s Snacks Business?
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5 Things to Watch for During Apple's WWDC 2026 Keynote Today
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The post Power Rankings: Teams With Best Shots at Landing Larkin appeared first on Detroit Hockey Now. Dylan Larkin hasn’t said publicly what is his preference is for a trade destination. All we know is that he […] The post Power Rankings: Teams With Best Shots at Landing Larkin appeared first on Detroit Hockey Now.
Minecraft Dungeons II date announce
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Is Universal Health Services, Inc. (UHS) A Good Stock To Buy Now?
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An up-close look at high-speed rail construction
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Is Hims & Hers Health, Inc. (HIMS) A Good Stock To Buy Now?
Is HIMS a good stock to buy? We came across a bearish thesis on Hims & Hers Health, Inc. on Valueinvestorsclub.com by Pridwen. In this article, we will summarize the bears’ thesis on HIMS. Hims & Hers Health, Inc.’s share was trading at $27.51 as of June 2nd. HIMS’s trailing and forward P/E were 57.14 and 58.82 […]
California Politics 360 full episode | Ballots still being counted, major changes to High-Speed Rail
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Global airlines slash 2026 profit forecast on fuel shock from Iran war
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Experts say we should use passkeys, but can a smartphone PIN really be safer than a password?
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Did Gates just swing open for Sonics' return?
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"Unfinished Business" | Dayton Tockey's Mom Talks Sooners' Omaha Dream
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"Unfinished Business" | Dayton Tockey's Mom Talks Sooners' Omaha Dream
After Dayton Tockey's dramatic game-winning home run helped send Oklahoma to the Super Regionals, his mother, Kristi Gilpin, sat down with Evan Kamikow to discuss the unforgettable moment, the emotional roller coaster of the season, and the Sooners' quest for Omaha.
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Golden Knights beat Hurricanes 5-4 in 2OT in Game 3 after blowing 4-goal lead
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New York Jets Flight Connections 06/07/26
Happy Sunday, Jets fans! Below are your daily links. Michael Nania – Here’s where NY Jets’ top defensive trio ranks across the NFL Joe Blewett – NY Jets film session: What does Kingsley Enagbare offer the DL? Connor Long – The key difference between NY Jets’ 2025 and 2026 rosters Connor Long – Is Darren […]
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Collins’s vote, Platner’s service inject Iraq War politics into key Senate race
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Future-proofing the Asia-Pacific region: risk mapping exercise yields insights on preparing for future health crises
In this age of seeming permacrisis, how might countries across Asia and the Pacific collectively anticipate, prepare for and respond to public health emergencies – including possible pandemics – that lie ahead? Key answers could be found from the outcomes of a regional mapping exercise launched by the World Health Organization (WHO) Regional Office for the Western Pacific during the WHO-led Asia Pacific Health Security Action Framework (APHSAF) Stakeholders Meeting held on 11 June 2026 in Malaysia. For the exercise, WHO mobilized an extensive network of contributors, synthesizing 228 distinct inputs from 11 Member States - including Australia, Japan, the Philippines and Viet Nam from the Western Pacific Region - alongside leading academic institutions and regional partner organizations, as well as WHO regional and country offices. The exercise identified a diverse range of opportunities to boost regional operational readiness, transitioning the focus on health security investment in individual countries to a unified, interoperable health security collective for the entire Asia-Pacific region.
WHO urges targeted action to strengthen emergency workforce capacities for shared health risks across the Asia-Pacific region
Kuala Lumpur, Malaysia, 11 June 2026 – At a time when the world is more interconnected than ever, the World Health Organization (WHO) is disseminating a comprehensive regional analysis of shared health risks across Asia and the Pacific, urging Member States to invest in enhancing workforce capacities regionwide to mitigate these risks and ensure health systems are better prepared to anticipate, tackle and withstand a range of crises and shocks. Over 100 delegates from 49 countries and areas in the Asia-Pacific region reviewed results from the regional risk analysis during the WHO-led Asia Pacific Health Security Action Framework (APSHAF) Stakeholders Meeting in Malaysia. Synthesizing insights from 21 strategic risk assessments and more than 800 multisectoral experts, the regional analysis highlighted an urgent imperative: countries must proactively invest in emergency workforce preparedness to navigate a landscape where climate hazards, disease outbreaks and geophysical events increasingly overlap. These complex converging crises create devastating, compounding impacts on health systems and communities - reiterating the need for investing in a fit-for-purpose regional health workforce and multisectoral action. Key findings: an evolving risk landscape More than half of the participating countries ranked flooding, cyclones, dengue and pandemic-potential respiratory pathogens as being of high or very high risk, while antimicrobial resistance, landslides and gastroenteritis remain widespread concerns as well. “Given that 51% - over half - of these assessed hazards are deeply interconnected, isolated health interventions are no longer sufficient,” said Dr Saia Ma’u Piukala, WHO Regional Director for the Western Pacific. “Extreme weather events like cyclones and floods directly trigger subsequent disease outbreaks, while environmental degradation - driven by sea-level rise, coastal erosion and saltwater intrusion - fuels health risks across the Pacific. Mitigating these cascading risks requires unified, cross-sectoral action linking environmental, agricultural and public health policies to build true regional resilience.” Priority recommendations for action To address critical vulnerabilities, WHO calls on Member States in the Asia-Pacific region to urgently prioritize the following strategic actions: Bridge workforce capacity gaps. Embed and standardize emergency preparedness within academia to promote regional workforce interoperability. Foster multisectoral coordination. Address ad-hoc taskforce responses and fragmented surge support through formalized contingency plans and standard operating procedures that are frequently updated and tested. Secure sustainable financing for emergencies. Overcome systemic barriers to access dedicated funding for both immediate anticipatory actions and long-term emergency preparedness initiatives. Enable emergency-ready primary health care. Embed emergency management into public health workforce readiness planning. Ensure that emergency planning is inclusive. Establish clear pathways for inclusive emergency planning that actively involves communities most at risk and other vulnerable groups. Optimize communication. Update risk communication and community engagement strategies, aligning them with seasonal risk calendars. Elevating workforce readiness to meet regional health risks While the gaps identified are significant, the Asia-Pacific region possesses solid foundational pillars, including dedicated clinicians, laboratory staff, rapid response teams, emergency medical teams and extensive community networks. However, to adequately address the compounding nature of modern crises, the various components of the emergency workforce must collaborate cohesively. True resilience depends entirely on transforming this currently fragmented workforce into a highly trained, interconnected and rapidly deployable asset. To achieve this, WHO is actively advancing regional workforce capacities through the Global Health Emergency Corps initiative. This initiative - supported by the Gates Foundation and Institute of Philanthropy - seeks to build a seamless network of emergency workforce across borders and sectors, ensuring that when a crisis strikes, a standardized, well-coordinated and trained workforce is immediately ready to respond. “Scaling up emergency workforce readiness is no longer optional,” said Dr Gina Samaan, Regional Emergency Director for WHO in the Western Pacific. “It is the definitive factor that will determine how effectively the Asia-Pacific region safeguards health and protects lives in an increasingly unpredictable future.” For more information, or to arrange media interviews, contact: Ara Johannes, WHO Western Pacific Health Emergencies Division: johannesa@who.int WHO Western Pacific Communications: wprocom@who.int
Focus Entertainment Reveals ‘BioEden’ Coming to PC this September, Console Release to Follow Later
A cozy solarpunk management game was announced earlier today and it looks incredibly cute! Today Focus Entertainment and Broken Arms Games are delighted to u
The Key Things We Learned about the Vikings This Spring
It’s safe to say the Minnesota Vikings’ offseason is over, as the club reported to organized team activities last week […]
Scientists finally complete Schrödinger’s 100-year-old color theory
Researchers have finally resolved a key problem in a 100-year-old theory of color, showing that the qualities we perceive in colors are intrinsic to the mathematics of color space itself. The discovery sharpens our understanding of human vision and could lead to more precise color technologies and visualizations.
Plans advance for science center transformation
Plans to transform the former St. Petersburg Science Center at 7701 22nd Ave. N. into a $25 million Artificial Intelligence Center of Excellence cleared a key milestone as the St.