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NVIDIA’s 96 GB RTX PRO 6000 Blackwell Is Now Over 50% More Expensive As Price Hits $13,250
NVIDIA's fastest PRO graphics card, the RTX 6000 Blackwell, continues to see price hikes with the latest official listing of $13,250.
Apple’s big Siri update is here. Now the real challenge begins
Siri is finally getting the big AI upgrade Wall Street has been waiting for. But it’s just the beginning.
Metro Detroit flag businesses prep Old Glory for America's 250th
As July 4 and the nation's 250th draw near, Metro Detroit flag stores are sewing up business to provide American flags made by Americans.
Trump administration must restore history, science materials at parks, US judge rules
A federal judge ordered the Trump administration on Friday to reinstall exhibits and signs touching on topics like slavery and climate change that it had removed from parks and monuments nationwide.
Judge rules Trump can stage UFC fights on the White House's South Lawn this weekend
A federal judge ruled on Friday that the White House is allowed to stage a UFC show this weekend in an elaborate ring already built on the South Lawn to celebrate the nation’s 250th anniversary — on President Donald Trump’s 80th birthday.
Judge rules Trump can stage UFC fights on White House's South Lawn this weekend
The nonprofit Public Integrity Project had sued to challenge Trump's UFC Freedom 250 event
Judge rules Trump can stage UFC fights on White House's South Lawn this weekend
The nonprofit Public Integrity Project had sued to challenge Trump's UFC Freedom 250 event
World Cup opens with "thousands" of empty seats in Guadalajara
The World Cup has begun, and attendance has become a point of curiosity.
Northport’s $5M Big Mike’s Steakhouse incentive deal draws scrutiny
Northport’s decision to invest nearly $5 million in a new Big Mike’s Steakhouse is continuing to draw scrutiny from residents and local business owners.City lea
Citi's overseas retreat advances with sale of Polish business
The megabank has completed the sale of its consumer banking business in Poland. It has now sold 10 retail-focused franchises in certain underperforming, international markets over the past five years.
Rochester business hopes to attract new customers with free World Cup watch parties
Little Thistle will have three beers on tap for just $5.
Politics, Pressure, Polymarket: Inside UFC’s $60M White House Spectacle
After many twists and turns, UFC is grappling its Freedom 250 event on the South Lawn of the White House into reality.
Record AirPods Price Drops and a Rare Switch 2 Sale: This Week's Top Tech Deals
Multiple AirPods models hit record low prices this week, including the AirPods Pro 3 and AirPods Max 2. We're tracking these great discounts alongside an ultra rare discount on a new Switch 2 on Woot, plus a Summer sale at Sonos. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Trump's grand sporting season begins with UFC fights on White House lawn
U.S. officials hope to use the momentum from these events to promote the 2028 Summer Olympics in Los Angeles.
NVIDIA now lists RTX PRO 6000 Blackwell 96GB GPU at $13,250
NVIDIA’s official Marketplace now lists the RTX PRO 6000 Blackwell Workstation Edition at $13,250.
Tulane report urges healthcare investment to improve Louisiana economy, reverse population loss
A new report argues that Louisiana’s future population and economic growth depends on increasing investments in healthcare services and passing policies that address health disparities.
‘Winning at all costs:’ Trump wraps himself in UFC’s bareknuckle image
UFC Freedom 250 marks the culmination of a decades-long relationship between a president and a sport which harnessed bravado to reach the White House.
King Street store windows go patriotic for contest celebrating America’s 250th anniversary
The King Street Business Improvement District held a competition inviting local businesses to create a window display celebrating America’s 250th anniversary.
Endeavor Games bring adaptive sports competition across Oklahoma
The Endeavor Games kick off Thursday, featuring more than 250 athletes competing in 12 adaptive sports events, including three new additions, across multiple Oklahoma venues.
Some States Pull Out of Trump’s ‘Great American State Fair’
At least five have declined to participate, the latest sign that the national 250th birthday celebration has become a fragmented and partisan affair as the president seeks his imprint.
A Nebraska immigration raid shut businesses down a year ago. The fallout is ongoing, officials say.
Local businesses have taken a hit as families and workers grapple with the effects of the raid last June on the Glenn Valley Foods meatpacking plant, community members said.
What's New in the iOS 27 Photos App
The Photos app is one of a handful of apps that Apple paid extra attention to in iOS 27. It has multiple improvements to performance, and several quality-of-life upgrades. There are also new AI photo editing tools that use Apple Intelligence. AI Tools There is a set of AI photo editing tools in the Photos app, accessible by tapping on the icon featuring three sliders, and then selecting the Apple Intelligence icon labeled "Tools".
Cambridge Local first to host second annual 617 Day small business summit
The event, hosted in Somerville, will include a networking breakfast, followed by three panels featuring local business owners.
Four US Skiers Made TIME's 100 Most Influential People in Sports List, and They're All Women
They joined big names in sports like LeBron James, Lionel Messi, and Caitlin Clark.
Democrats have hope in race for Texas Railroad Commissioner
State Rep. Jon Rosenthal, D-Houston, describes the race for Texas Railroad Commission as experience versus rhetoric.
Congo says number of confirmed Ebola cases rises to 676
The number of confirmed Ebola cases in Democratic Republic of Congo has increased to 676, including 136 deaths, government data showed on Thursday.
Unfinished Revolution: Social Movements, Freedom Struggles, and the American Democratic Development -
APSA’s Engaging America’s 250th Webinar Series Unfinished Revolution: Social Movements, Freedom Struggles, and the American Democratic Development Tuesday, July 7, 2026 12:30 – 2:00 PM (ET) Register Here Join APSA for a discussion connecting American democratic [...]
Weekly Sports Business Update
Sports & Entertainment Business News - Week of June 11th, 2026
Sasquatch ‘sightings’ reignite fervour and scepticism about ape-like beast
Latest reports from rural Ontario add to tales going back decades about bipedal creature also known as Bigfoot
Touchscreen MacBook '100% Confirmed,' Says Reputable Leaker
Apple's first touchscreen MacBook is now "100% confirmed," according to the prolific Chinese leaker known as Instant Digital, who appears to have insider information from sources in the supply chain. The leaker made their definitive statement this morning in a Weibo post. Instant Digital has a good track record for Apple rumors and has provided some strikingly accurate information in the past, so it's always worth noting what they have to say about Apple's plans.
These Are the Lowest Prices Ever on AirPods Pro 3 and AirPods Max 2
Yesterday we began tracking a new record low price on the AirPods Pro 3 on Amazon, and they're still available for $179.00 today, down from $249.00. This beats the previous Amazon low price by $20. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Sports Daily: Mahomes, Texas Tech, NBA Finals and More
On today’s show, the sports world is buzzing with big headlines.
Serena Williams: Victoria Mboko injury withdrawal ends Queen's Club doubles campaign on return to tennis
Serena Williams is out of the Queens Club doubles tournament after her partner Victoria Mboko suffered a knee injury; Queens confirmed doubles withdrawal on Thursday; watch ATP and WTA Tours live on Sky Sports Tennis, Sky Sports+, NOW and the Sky Sports app
Professor earns EXPy Award for computer science initiatives
Dr. Bob Allen loves showing his students how they can give back to the community through their computer science knowledge.
Democrats keep Proposition 50 promise alive through primary
California Democrats are bullish about winning in all five Congressional districts they targeted to flip after Proposition 50. Experts said the results of last week's primary election show signs of danger for Republicans.
RadNet secures $250M new loan, gets downgrade from Moody’s
The ratings agency contends RadNet is constrained by its geographic concentration in 11 states and high fixed costs, including sizable interest expenses.
Michael Bisping breaks down Ciryl Gane vs Alex Pereira
History could be made in the UFC Freedom 250 co-main event on Sunday. Former two-division titleholder Alex Pereira has the opportunity to become the first fighter in the promotion's history to win championships in three different weight classes. Pereira takes on former interim champion ands title ...
ENTERTAINMENT: Flag Day concert, ‘Anastasia’ musical on weekend ‘set list’
The Little Rock Winds’ 29th annual Flag Day concert, 7 p.m. Sunday on the old parade ground behind the MacArthur Museum of Arkansas Military History in MacArthur Park continues the band’s America250 celebration with a program of marches, patriotic songs, and pop tunes.
ENTERTAINMENT: Flag Day concert, ‘Anastasia’ musical on weekend ‘set list’
The Little Rock Winds’ 29th annual Flag Day concert, 7 p.m. Sunday on the old parade ground behind the MacArthur Museum of Arkansas Military History in MacArthur Park continues the band’s America250 celebration with a program of marches, patriotic songs, and pop tunes.
Small Business Focus: Organized by Katie: Bringing real-life order to Arlington homes
Starting a business often begins with recognizing a need, and for professional organizer Kathryn “Katie” Kersavage, that need was closer than she realized. Kersavage officially launched Organized by Katie in March 2026, turning more than 15 years of informal experience helping friends and family declutter into a professional service designed for real life. Based in
Apple Shares Massive List of Over 250 Changes Across iOS 27, macOS Golden Gate, and More
During its WWDC 2026 keynote on Monday, Apple briefly showed a slide with hundreds of new features and enhancements coming across iOS 27, macOS 27 Golden Gate, watchOS 27, tvOS 27, and visionOS 27. All of the software updates are currently available as developer betas, and they are expected to be released to all users in September. We already highlighted some of the key new features from the slide, and now we have shared a categorized list of all of the more than 250 changes shown.
FSU awards inaugural Clinical Catalyst grants to advance bold healthcare innovation
Florida State University, through FSU Health, has awarded $250,000 to the five inaugural recipients of its Clinical Catalyst Grant Program, an initiative
Dillard family’s ‘long game’ approach pays off in retail business
Little Rock-based Dillard's Inc., the operator of 272 department stores in 30 states, began in 1938 when founder William Thomas Dillard borrowed $8,000 from his father to open a small store in Nashville in Howard County.
Defying Trump ended some Republicans' careers. It could help Susan Collins
She is the rare Republican who sometimes can boost her own popularity back home by keeping her distance from President Donald Trump, and she has perfected that delicate dance even as his tightening grip on the party has cost two of her Senate Republican colleagues their reelection.
MSG Sports criticizes NYPD and Mamdani over Knicks Game 4 security
James Dolan’s company slams mayor and police commissioner as ‘party poopers’ over large restricted zone
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.
Apple Struck the Right Notes With Its New AI Tools. Here's 4 Features I'm Excited to Try
Siri AI is the headline feature of WWDC 26, but there are more new capabilities I need to check out.
World Cup kicks off tomorrow: Here's the impact on sports betting
CNBC's Contessa Brewer joins 'Squawk Box' with a look at the World Cup betting boom.
Medicaid cuts reignite clash between health worker unions, hospitals
The looming impact of federal Medicaid cuts has reignited a costly battle between California’s medical industry and one of its largest health worker unions.
Germany Politics
German Chancellor Friedrich Merz, right, and Vice Chancellor and Finance Minister Lars Klingbeil attend the cabinet meeting at the chancellery in Berlin, Germany, Wednesday, June 10, 2026. (AP Photo/Markus Schreiber)
Apple Updates App Store Guidelines With Stricter Rules for Low-Quality Apps
Apple updated its App Store Review Guidelines this week, adding stricter language around low-quality apps. The 4.3 Spam rule already barred overly simple apps in saturated categories, but Apple now includes language saying low-effort apps could be pulled from the App Store. Apps in oversaturated categories that are not updated, improved, or do not attract customers may be removed, according to Apple.
TIMELAPSE: Lincoln Memorial Reflecting Pool refills with water after Trump paint job
The Reflecting Pool in front of the Lincoln Memorial is once again filled with water following President Donald Trump's renovations.
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.
Why Packers’ Jordan Love ‘needs’ a Super Bowl in 2026
The concept is a simple one for the Packers, and 31 other teams across the NFL, of course each franchise is chasing a Super Bowl ring in 2026. Green Bay, by virtue of having a still ascending franchise quarterback at the helm, boasting one of the truly elite and most disruptive edge rushers in the [...]
Richmond art museum brings historic pieces across Virginia
Staff from the Virginia Museum of Fine Arts brought historic paintings, photographs and other pieces to downtown Harrisonburg Friday and Saturday in celebration of America’s 250th anniversary.
These teens are vying to win Trump’s civics contest. Some have mixed feelings about patriotism and the president
Earlier this year, Ishant Jawali, a 16-year-old from Raleigh, North Carolina, was scrolling on Instagram when he stumbled upon a little-known way to win money for college: The Trump administration was putting on a national civics contest for America’s 250th birthday.
Arts, Beats & Eats adds veteran honors, a Pride stage, T-rex and more
The festival has also made a deal with Royal Oak to stay in the city at least through 2030.
Oklahoma Ethics Commission, political leaders weigh future of AI-generated ads
In response to concerns from candidates, elected officials and the public, Oklahoma's Ethics Commission began exploring the regulation of AI-generated campaign ads at a special meeting Friday.
Cedars-Sinai Health Sciences University Celebrates Graduates
Students and learners earned doctoral degrees, master’s degrees and professional certificates.
Cedars-Sinai Health Sciences University Celebrates Graduates
Students and learners earned doctoral degrees, master’s degrees and professional certificates.
iOS 27 Introduces Overhauled AirPods Settings Menu
When AirPods owners connect to their iPhone running iOS 27, they'll see a completely revamped settings menu for their earbuds that does a better job at organizing all of the feature options that Apple has added over the last few years. In the first iOS 27 developer beta, released on Monday, the new settings menu can be accessed in the same way as the old one – i.e. by appearing only when your AirPods are paired with your iPhone – but the menu itself is now a lot more easy to navigate.
Coca-Cola Park says America 250 fireworks show will be one for Lehigh Valley’s record books
The finale will be the largest in the park's history, creating what organizers describe as the most expansive skyward celebration staged in the Lehigh Valley.
Hunter Biden is becoming a populist internet guy. I have questions.
The former president’s son is in his posting era. Does he know what he’s doing?
Oklahoma Ethics Commission, political leaders weigh future of AI-generated ads
In response to concerns from candidates, elected officials and the public, Oklahoma’s Ethics Commission began exploring the regulation of AI-generated campaign ads at a special meeting Friday.
Cooper Lutkenhaus is leading from front when it comes to teenage sporting phenoms
The American is track and field’s youngest world champion but you won’t find the 17-year-old boasting about his achievements
Oregon lands two-sport star Achilles Reyna
Seattle (Wash.) Rainier Beach edge Achilles Reyna committed to Oregon after his official visit to Eugene...
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.
tvOS 27 Drops Support for Two Apple TV Models
The upcoming tvOS 27 update that was previewed today drops support for two Apple TV models. The two Apple TV models that are compatible with tvOS 26 but not tvOS 27 are the Apple TV HD from 2015 and the Apple TV 4K (1st generation) from 2017. tvOS 27 is compatible with the Apple TV 4K (2nd generation) and newer, according to Apple's documentation. tvOS 27 features a redesigned Podcasts app, smoother app launches and animations, support for larger text across the interface, and more.
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.
Primary ballots hit mailboxes in high-stakes election year in Colorado
County clerks began mailing primary ballots to voters on Monday, as Colorado wades deeper into a crowded election year. Voters will face a long list of choices in both the June 30 primary and the November general election. Every major state‑level office — the governor’s seat, notably — is on the ballot, while Colorado’s 8th […]
Patriots sign first-round pick Caleb Lomu
The Patriots have taken care of some important business with their rookie class.
watchOS 27 Drops Support for Apple Watch Series 9, Ultra 1, SE 2, and Older
Apple today confirmed that watchOS 27 will not support the Apple Watch Series 9, Apple Watch Ultra (first generation), or Apple Watch SE (second generation), effectively drawing a line at devices equipped with the S9 or S10 chip. The only Apple Watch models compatible with watchOS 27 are the Apple Watch Series 10, Series 11, Ultra 2, Ultra 3, and SE 3. Despite the fact that the Apple Watch Ultra 2 contains the S9 chip, the Series 9 which contains the same chip will no longer be supported.
iOS 27 gives AirPods custom EQ and heart rate sync
Each new iOS update comes with new features for existing iPods, but this year’s announcements were a little light …...
THE WEEK OF JUNE 8, 2026
- Thousands of feds become at-will employees - Trump signs AI exec order - Academies president delivers State of the Science
PULLUP ENTERTAINMENT: FOCUS ENTERTAINMENT PUBLISHING AND UPPERCUT GAMES ANNOUNCE A PUBLISHING PARTNERSHIP FOR…
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Stunningly low percentage of adults in US think America stands above every other nation: poll
As America marks its 250th anniversary this year, an AP-NORC poll of adults in the U.S. found that only 25% believed that the U.S. stands above every other nation.
US: Global Health Aid Tied to Harmful Conditions
The United States government is conditioning lifesaving health assistance on broad access to surveillance data and extractive rights to pathogen samples and data for pharmaceutical development.
Explore landscapes of America at Cedar Rapids Museum of Art’s Free Family Fun Day
Enjoy a creative journey across America at Cedar Rapids Museum of Art’s Free Family Fun Day, where families can craft landscapes in various media and assemble them into a special souvenir album honoring America’s 250th birthday.
The Odds: Trump’s hometown
CNN News Central’s John Berman and Chief Data Analyst Harry Enten explore what the latest polling and prediction markets say about the President’s popularity in his hometown of New York City.
College football's most experienced teams: Ranking all 138 FBS rosters ahead of the 2026 season
A full overall, offensive and defensive breakdown of every team in major college football
If stress is wreaking havoc on your gut, late-night snacking may make it worse
Eating late at night may compound the harmful impacts of stress on your digestive health and gut microbiome, according to recent research.
Q&A: 250 years of sports in the United States
From prize fighting and hunting to baseball and football, the popularity of specific sports has reflected the nation's values for 250 years, according to Mary Dyreson, professor of kinesiology and of history.
Weeklong Juneteenth celebration in Harrisburg honors Black history and freedom
JuneteenthHBG coincides with the 250th birthday of America and the 10th anniversary of the Young Professionals of Color.
Eric Bieniemy returns Chiefs' focus to fundamentals
The return of offensive coordinator Eric Bieniemy could be exactly what the Chiefs' offense needed.
Public health experts tracking infectious disease risks this summer
Thousands are heading here for the World Cup, the 250th July 4th and Tall Ships.
Manitowoc business news recap — what you missed in May
Here are the most-read Manitowoc stories from May, from church sale news to jobs, cranes and property transfers.
How the Tunica-Biloxi Tribe Built a Resilient Rural Health Clinic from the Ground Up
Today, a clinic founded by the Tunica-Biloxi Tribe of Louisiana’s Health Department serves 1,700 tribal members and more than 250 non-tribal patients. Wraparound services connect patients to nutrit…
As America 250 approaches, fewer Americans see their country as exceptional, AP-NORC poll finds
A new AP-NORC poll finds that as the U.S. prepares for an extravagant celebration of its founding principles, fewer Americans see their country or its system of government as exceptional
UFC Freedom 250 Countdown: Ilia Topuria vs. Justin Gaethje
UFC Freedom 250 marks another historic moment for the UFC when the Octagon touches down at the White House, where lightweight king Ilia Topuria faces interim champ Justin Gaethje. Plus, Alex Pereira and Ciryl Gane battle for interim heavyweight gold. UFC Freedom 250 Countdown previews the upcoming ...
15 Luxury Items From Childhood, According To Older Adults
"We got the generic frozen concentrate, and Dad made us put in extra water [in it]."
Lawsuit aims to stop UFC fight at the White House
Two Virginia residents have filed a lawsuit seeking to stop the UFC fight President Donald Trump is holding at the White House as part of celebrations for the nation’s 250th birthday.
Intel was on the brink of downfall. A twist in the AI race could boost its revival
When Lip-Bu Tan took the helm of Intel in March 2025, the company was in desperate need of a turnaround.
'It gives us less faith moving forward': State Sen. Tony Strickland slams Newsom's changes to High-Speed Rail Board
Republican State Sen. Tony Strickland slammed the newest leader of California's High-Speed Rail Authority Board after Gov. Gavin Newsom made abrupt changes to the group of people who oversee one of the most expensive transportation construction projects in the world.
Help! Alamo charged me $1,000 after my car battery died in the Swiss Alps
A customer calls roadside assistance when his rental car won't start. Alamo charged more than $1,000 to his credit card two months later without warning. Should he have to pay for a battery that failed?
Credit cards aren’t evil – if you know how to use them the right way
Using a credit card is no different than having a drink or two at dinner or a Big Mac once in a while. It’s fine, just don’t overdo it
Harry's and Coterie owner Mammoth Brands has ambitions to be the next CPG giant
Mammoth's direct-to-consumer brands have helped upend the razor, diaper and deodorant categories.
FULL SHOW: Inside INdiana Business 6/7/26
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Political protest gets top billing at theaters, comedy clubs and museums near you
As the country prepares to celebrate its 250th anniversary, a growing number of local theaters, museums, artists and performers in the left-leaning suburbs of Washington are highlighting art that protests the Trump administration.
Bethany business owner says shoplifting impacts more than just inventory
A Bethany business owner says a recent shoplifting incident that cost his store nearly a third of its daily sales highlights the ripple effects theft can have on small businesses.