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Barron Trump-linked beverage brand launches first product with Florida-inspired twist
SOLLOS Yerba Mate, a beverage brand linked to Barron Trump, has launched its first product — a Pineapple + Coconut Florida-inspired yerba mate drink.
Peterboro festival to mark Juneteenth celebration
The Peterboro Freedom Folk Festival on June 20 will feature live music, exhibits and food vendors at the Gerrit Smith Estate.
SAMA launches Black Hole Turbo case with sound-damping panels for around $44
Now available in China for just $44. The Black Hole Turbo measures 473 × 230 × 490 mm and supports ITX, M-ATX, ATX and E-ATX motherboards.
Chris Redman praises Lamar Jackson’s leadership, work ethic
Former Louisville quarterback Chris Redman says Lamar Jackson's work ethic is the key to his success in the NFL.
"I Don't Do Anything I Don't Enjoy" - The Business Philosophy That Made Terry Bradshaw a Winner Off the Field
Terry Bradshaw, Hall of Fame Quarterback, 4-Time Super Bowl champion with the Pittsburgh Steelers, Emmy-Award winning studio analyst with the NFL on Fox and Founder of Bradshaw Bourbon and Bradshaw Quarter horses joins Sports Business Radio for a wide-ranging conversation. Bradshaw discusses his Hall of Fame career with the Steelers (where he went 4-0 in the Super Bowl). Bradshaw returned to Pittsburgh earlier this year for the NFL Draft and he shares his feelings about his relationship now with
Mainers are turning to plants for health care as conventional treatment is harder to get
Maine companies sell herbal supplements, tinctures and other products made from plants, and Mainers also make their own products at home.
Health A Factor In Baker Mayfield Extension Talks
After limping through parts of the past two seasons, health has become a factor in extension talks for Buccaneers quarterback Baker Mayfield...
LSU football could have college football's best cornerback duo
LSU cornerbacks DJ Pickett and PJ Woodland are poised for elite seasons as the Tigers aim for a top defense.
How Do PENN Entertainment's US$460 Million Property Bets Reframe Its Omni-Channel Strategy? (PENN)
PENN Entertainment has opened a new US$100 million, 203-room hotel tower at Hollywood Casino Columbus and is preparing to shift Hollywood Casino Aurora from its longtime riverboat site to a new US$360 million land-based complex opening on June 24, 2026, pending regulatory approvals. These twin property projects highlight PENN’s ongoing push to upgrade its brick-and-mortar footprint with larger gaming floors, upscale hotels, and expanded non-gaming amenities that could influence how its...
Texas Tech officials address sports betting controversy surrounding transfer QB Brendan Sorsby
Texas Tech University Athletics' top leadership released an unprecedented 21-minute video defending quarterback Brendan Sorsby’s court-ordered return to the field, framing his permanent NCAA gambling ban as a matter of recovering from a medical addiction.
Aaron Sorkin reveals why Jesse Eisenberg declined to return as Mark Zuckerberg for 'The Social Reckoning'
Aaron Sorkin spent three days trying to convince Jesse Eisenberg to reprise his role as Mark Zuckerberg in 'The Social Reckoning,' but the actor refused.
Dolphins 90 in 90: Cam Miller looking for QB3 role
Can Cam Miller hold off a former rival quarterback and force the Dolphins to keep three passers on the roster?
FDA clears new computer-assisted device for removing clots in stroke patients
The Thunderbolt device from California-based Penumbra uses modulated aspiration to detect and remove blood clots. Back in January, Boston Scientific agreed to acquire Penumbra for approximately $14.5 billion.
'Still very immature': Texas sports bar owner sounds alarm on NFL's streaming pivot
Texas restaurateur Jim Hallers warns Congress that NFL streaming fragmentation threatens sports bars, citing $30,000 to $40,000 upgrade costs per venue.
HBOT USA Expands Education and Business Consulting Initiatives as Interest in Hyperbaric Oxygen Therapy Continues to Grow
HBOT USA is expanding its focus on education, compliance, and business consulting to help healthcare professionals build safe and scalable hyper...
Vanderbilt Health and Fifth Third Bank partnership gave lucky families another bundle of joy
The 53 Babies campaign gave babies born on May 3 at three Vanderbilt Health hospitals $1,053 toward a 529 college savings plan.
New surgery for thumb arthritis offered at Vanderbilt Health
Thumb carpometacarpal implant arthroplasty with Touch prosthesis is “like a small total hip replacement within the thumb joint.”
Second Vanderbilt Health team wins NIH Replication Prize
Led by Simon Vandekar, PhD, a group of biostatisticians earned the honor for tools that help brain researchers tell strong, trustworthy findings from weak ones. Vanderbilt took two of 15 total NIH prizes.
EU asylum pact: will it exacerbate UK’s migration woes?
Stricter bloc-wide rules come into force today as worries persist over soft UK-Ireland border
Why show jumping derbies remain equestrian sport’s most special and enduring event
Show jumping derbies are tests of stamina and versatility over long-distance natural terrain featuring ditches, hedges, and water crossings.
House committee votes to halt prior authorization pilot impacting radiology services
Lawmakers have opted against authorizing funding for the Wasteful and Inappropriate Service Reduction Model, citing concerns it will overburden patients and providers.
Dak Prescott: Quarterbacks are judged by winning that last game
Dak Prescott and Tony Romo own all of the Cowboys' major passing records.
📊 Lira's numbers and a SPECTACULAR day with Mexico
With Edson injured, Erik Lira stepped up with a superb performance in Mexico’s debut at the 2026 World Cup. The Mexican midfielder played 75 minutes at an incredibly high intensity, becoming the te...
NC State football up to 15 commitments for 2027
NC State’s 2027 recruiting cycle is going well by Dave Doeren standards—call it Gunnermentum. Gunnercitement! Gunner … hell, I don’t know. NC State has 15 verbal commitments with the addition of offensive lineman Jacob Burns, a high-three-star prospect from Georgia. Burns is the fourth player to commit to NC State since Sunday, joining safety Alex […]
Sorsby gambling case comes up during push for federal college sports rules
A judge’s decision to let a Texas Tech University quarterback keep playing despite breaking the NCAA’s gambling rules is exposing the cracks in college sports’ ability to regulate itself.
Sorsby gambling case comes up during push for federal college sports rules
A judge’s decision to let a Texas Tech University quarterback keep playing despite breaking the NCAA’s gambling rules is exposing the cracks in college sports’ ability to regulate itself.
APSU formalizes partnership with University of Belgrade’s Faculty of Political Science
Austin Peay State University (APSU) has formalized a significant new international partnership with the Faculty of Political Science at the University of Belgrade (FPN), one of Serbia's most distinguished university faculties and home to a 21-year-old Center for American Studies.
Why Sports Illustrated Believes Chargers Have Top Offensive Triplets Ahead of 2026 Season
Sports Illustrated’s Matt Verderame recently ranked the trio of Justin Herbert, Omarion Hampton and Ladd McConkey among the best in the NFL
Trump’s UFC matches are unprecedented, but sports at the White House aren’t
From “Hoover-ball” to horseshoes, sports have long been a part of the White House, although there has never been anything like the live UFC event to be held Sunday.
Using AI for medical advice; pelvic floor exercises; the hidden dangers of burning incense; plus other stories with Vanderbilt Health sources
Colin Walsh, MD,Associate Professor of Biomedical Informatics, was on WTVF News Channel 5‘s “Morningline” show in an interview about whether or not it is safe to use AI for medical advice. Time magazine reporter Stacey Colino interviewed Elisabeth Sebesta, MD, Assistant Professor of Urology, for a story about pelvic floor exercises for issues including menopause, erectile dysfunction and urinary incontinence in men. “Each Breath,” published by the American Lung Association, quoted Brian Christman, MD, Adjunct Professor of Medicine, for a story about the hidden dangers of burning incense. William Schaffner, MD, Professor of Preventive Medicine, was quoted by several news outlets about public health issues, including: Healthline (low vaccination rates lead to more cases of measles, whooping cough and other preventable diseases); ABC News (U.S. measles cases surpass 2,000 for second year in a row); and CIDRAP News (high-dose flu shots cut rates of hospitalization in older adults). Sarah Rohde, MD, Associate Professor of Otolaryngology-Head and Neck Surgery, was quoted in a People magazine story on patient Makalii Andrade, a surfer from Kauai Island who suffered a serious neck injury in 2022 and recently underwent surgery at Vanderbilt Health to begin the final phase of his recovery. James Crowe, MD, Director of the Vanderbilt Center for Antibody Therapeutics, for a piece in Nature about antibodies against a strain of Ebola. SFGATE reporter Gillian Mohney interviewed Xue Zhong, PhD, Research Assistant Professor, Division of Genetic Medicine and Clinical Pharmacology, for a story about a study of a blood test looking at Alzheimer’s disease biomarkers. Matthew Franklin Mart, MD, Assistant Professor of Medicine, was quoted in a Healio story about how inflammation and illness severity is linked to less cognitive resilience after a person has been an ICU patient. The “How We Really Feel” podcast host Sula Windgassen, PhD, interviewed Lindsey C. McKernan, PhD, MPH, Associate Professor of Psychiatry & Behavioral Sciences, Physical Medicine & Rehabilitation and Urology, for an episode focusing on pelvic and bladder health. The podcast is also available on YouTube and the podcast website. In addition, podcaster Monica Sanford interviewed cardiologist Mark Glazer, MD, for her podcast “The Monica Sanford Show”; the two-part interview is here and here.
Ravens coach uses expletives with Lamar Jackson during challenging OTAs
Baltimore Ravens quarterback Lamar Jackson says he's being challenged by new offensive coordinator Declan Doyle this offseason.
Browns Pro Bowler shades Johnny Manziel during his retirement announcement
The Cleveland Browns drafted former Texas A&M star quarterback Johnny Manziel in the first round of the 2014 NFL Draft.
Eagles offense, Jalen Hurts falling behind at minicamp
The Philadelphia Eagles offense and quarterback Jalen Hurts are falling behind the defense before training camp starts in July.
Drake Maye says A.J. Brown gives Patriots missing element
New England Patriots quarterback Drake Maye is excited to play alongside star receiver A.J. Brown following the blockbuster trade.
Top 25 prospect Davion Thompson commits to Arkansas basketball
Top 25 class of 2027 prospect Davion Thompson has announced his commitment to Arkansas coach John Calipari and staff over other finalists Michigan, Baylor and Vanderbilt.
Tanner McKee takes second-team reps at Eagles minicamp practice
The Eagles continue evaluating their backup quarterbacks, and Tanner McKee received his turn with the second-team offense.
Chiefs rework Patrick Mahomes' contract as quarterback becomes NFL's first half a billion dollar player
With the new deal that runs through 2033, Mahomes will earn an NFL-best $64 million per year
Acknowledgments
This report was made possible by The Pew Charitable Trusts. Pew Research Center is a subsidiary of The Pew Charitable Trusts, its primary funder. This report is a collaborative effort based on the input and analysis of the following individuals: Research team Jocelyn Kiley, Director, Political ResearchSteven Shepard, Associate Director, Political ResearchHannah Hartig, Senior ResearcherBaxter […]
Ben Roethlisberger Predicts Steelers Record Under Mike McCarthy
Pittsburgh's former quarterback expects a solid season.
Ubisoft Closes Belgrade Studio, 100 Employees Let Go
Ubisoft has closed its studio in Belgrade, Serbia. The shutdown will result in all of its employees being let go.
Jeffrey Lewis and Herbert Lin join the Bulletin’s Science and Security Board
The Bulletin is honored to welcome nuclear proliferation and arms control expert Jeffrey Lewis and nuclear risk and disruptive technologies expert Herbert Lin to its Science and Security Board (SASB). As SASB members, they will provide their perspective on nuclear issues and technological threats, represent the nonprofit at public events, and participate in setting the time on the Doomsday Clock.
I’m relieved Siri AI isn’t trying to be a health coach
I’d rather no announcement than an underbaked Siri-flavored health coach.
A Look At PENN Entertainment (PENN) Valuation As It Opens A New Land Based Hollywood Casino Aurora
PENN Entertainment (PENN) is reshaping its Illinois footprint as it prepares to close the longtime Hollywood Casino Aurora riverboat and open a new US$360 million land-based complex later in June. See our latest analysis for PENN Entertainment. The latest Hollywood Casino Aurora announcement comes after a strong run in PENN Entertainment's stock, with a 36.8% year to date share price return and a 36.7% 90 day share price return. However, the 5 year total shareholder return is down 74.1%, so...
AI token leaderboards are 'dystopian': Replit AI chief
As Amazon and others rethink AI-use rankings, Replit's AI head said it was a poor measure of employee performance.
Joe Burrow gives a health update
Bengals quarterback feeling good during OTA’s
College sports is suddenly facing a major question that hinges on gambling, the 'unpardonable sin'
The controversy over gambling in college sports has intensified with Texas Tech quarterback Brendan Sorsby's court victory.
College sports is suddenly facing a major question that hinges on gambling, the 'unpardonable sin'
The controversy over gambling in college sports has intensified with Texas Tech quarterback Brendan Sorsby's court victory
Falcons QB battle takes curious pause
The Atlanta Falcons are passing their quarterback battle. Will the delay hurt the eventual starting quarterback?
Vanderbilt Health and UAB partner to help more clinicians use genomic medicine in everyday care
The project will create a genomic eConsult service that allows clinicians to ask practical questions about genetic testing and interpretation.
Cleveland Browns Not Ready To Name Starting Quarterback
Cleveland Browns head coach Todd Monken said he won't declare a starting quarterback during minicamp.
Packers’ rookie a rising star during minicamp practices
The Packers spent this offseason revamping the defense. From selecting Dani Dennis-Sutton in the fourth round to bolster the pass rush, getting more experienced at linebacker, by trading for veteran Zaire Franklin, to investing Green Bay’s first pick of the draft, in the second round, in cornerback Brandon Cisse, the Packers’ defense will look much [...]
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 [...]
Vanderbilt football roster among nation's most experienced
Commodores rank second in most games played, 10th in snaps, 12th in starts
Micah Parsons' Caleb Williams prediction should worry Packers fans
Micah Parsons singled out Caleb Williams when asked who could become the NFL's best player, adding more momentum to the Bears quarterback's rise.
Ranking the 15 NFL quarterbacks who most need a Super Bowl win for their legacy
Ranking 15 quarterbacks that need to win the Super Bowl to define their legacy in the NFL.
2026 Fantasy Football QB Projections: Key Stats for Top Quarterbacks
Quarterback projections for 2026 emphasize passing volume, rushing production, touchdown rates, and turnover potential.
“Entered A Really Complicated Place”: Mike Greenberg Sounds Off On Sports Betting Debate After Brendan Sorsby’s NCAA Victory
Texas Tech Red Raiders quarterback Brendan Sorsby was granted an injunction by a judge in Texas on Monday. He is now allowed to play for the Red Raiders in the 2026 season and won’t enter the NFL supplemental draft.
Despite gambling ban, judge says Texas Tech QB can play
A Texas judge granted Texas Tech quarterback Brendan Sorsby a temporary injunction that clears the way for him to play this fall despite being declared ineligible by the NCAA for wagering on college sports, including bets made on his own team while he was at Indiana. The decision sent shock waves across college sports since […]
UNC football lands three-star quarterback
The UNC football program landed a commitment from a three-star QB out of texas.
QB coach: Falcons won't have QB1 battle until Penix fully healthy
The Falcons will not have a true quarterback competition between Tua Tagovailoa and Michael Penix Jr. until Penix is able to do all the things in practice that Tagovailoa can do, quarterbacks coach Alex Van Pelt said Monday.
From Emilia Clarke to Paul Rudd, see the stars at our 2026 Tribeca Festival studio (exclusive)
Hayley Erbert and Derek Hough, Alison Brie, and more dropped by EW and PEOPLE's photo studio in NYC.
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.
Steelers gift Joey Porter Jr. all the leverage
Joey Porter Jr.’s price may have climbed after Pittsburgh set a costly internal benchmark with Nick Herbig’s extension.
Brendan Sorsby Ruling Shows There Are No Rules Left for College Sports
The NCAA’s bylaws are clear, and yet the Texas Tech quarterback’s admitted gambling will not prevent him from playing this fall thanks to a court’s decision.
Brendan Sorsby granted injunction vs. NCAA, eligible to play in 2026
Texas Tech star quarterback Brendan Sorsby has been granted a temporary injunction against the NCAA and will be eligible to play for the Red Raiders in 2026.
Broncos' backup quarterback competition underway (is there a favorite?)
Sam Ehlinger and Jarrett Stidham are competing for the Broncos' backup quarterback job this summer.
Buffalo Bills ranked best new quarterback-head coach duo in NFL
The Bills changed their head coach, but Josh Allen's familiarity with Joe Brady already has Buffalo's new pairing ranked No. 1 in the NFL.
1974 Film Named 'Funniest Movie of All Time' by Fans - And You Can Watch it Free
The competition for funniest movie of all time is fierce, with the likes of Airplane!, Superbad and Dumb and Dumber in the running. Comedy geniuses like Will Farrell and Chevy Chase have delivered cou...
Our Staff Names the Biggest Vikings Concerns for 2026
The Minnesota Vikings will feature about eight new starters in 2026, from Kyler Murray at quarterback to possibly two rookie […]
Brandon Rose has transferred back to Utah
Brandon Rose has transferred back to Utah, which strengthens the quarterback room.
Myles Garrett delivers in his first L.A. appearance
As Dolphins quarterback Malik Willis learned last month, throwing out the first pitch at a Major League Baseball game is usually a no-win proposition.
Former Auburn, Oregon star Bo Nix named ASWA Pro Athlete of the Year
In two short NFL seasons, Bo Nix has more than proven his worth as starting quarterback for the Denver Broncos.
Kosovo Seeks to End Impasse With Snap Election: What to Watch
Kosovo goes to the polls for the third time in 18 months Sunday in an attempt to break a political impasse that’s stymied progress toward improving ties with Serbia and gaining more European aid.
Newport Italianfest return's to city's Festival Park June 11-14 with full slate of food, fun and family entertainment
One of Northern Kentucky’s most anticipated summer traditions will return to Newport Festival Park from June 11-14, as Newport Italianfest takes kicks off four days of Italian food, live entertainment and family-friendly activities to the riverfront. Located along Riverboat Row between the Purple People Bridge and the Taylor-Southgate Bridge, Italianfest attracts more than 120,000 visitors...
As Iran threatens regional fuel shipping, Azerbaijan becomes Israel’s gas buffer
Backup supplies from SOCAR are giving Egypt and Jordan alternatives when Israeli gas exports are disrupted, while keeping Israel linked to regional customers that may avoid direct purchases.
Ancient Chinese medicine could transform hair loss treatment
A traditional Chinese medicinal root used for over a thousand years is attracting new scientific attention for its potential to combat hair loss. Studies suggest Polygonum multiflorum can block harmful hormones, activate hair-growth signals, protect follicles, and boost blood flow to the scalp. Researchers say the herb’s effects align remarkably well with both ancient descriptions and modern hair biology.
Steelers’ Nick Herbig contract details revealed
Herbig’s deal has less fully guaranteed money that previously reported.
These Vikings Storylines Aren’t Getting Enough Buzz
The major storylines for the Minnesota Vikings are apparent this summer: Will Kyler Murray easily win the quarterback battle? Will […]
Kansas City Chiefs: ESPN Expert Drops Major Patrick Mahomes Prediction
Patrick Mahomes and the Kansas City Chiefs are once again entering a season with championship expectations, but one prediction has elevated the conversation surrounding the star quarterback even further. An NFL analyst recently projected that Mahomes will capture the third Most Valuable Player award of his career during the 2026 season, a forecast that underscores […] The post Kansas City Chiefs: ESPN Expert Drops Major Patrick Mahomes Prediction appeared first on Gridiron Heroics.
Denzel Ward Addresses His Browns Future After Myles Garrett Trade
Cornerback Denzel Ward got honest about his future with the Browns after they traded Myles Garrett to the Rams.
NY Giants minicamp storylines
Will NY Giants cornerback Greg Newsome II be able to hold off Deonte Banks in mini-camp?
Patriots scouting report: Karon Prunty offers some intriguing tools
Previewing the Patriots cornerback heading into his first NFL season.
New mock drafts offer possibilities for potential Penguin picks
It’s getting to be mock draft season with the event now three weeks away, let’s check on a few of them. 22. Pittsburgh Penguins: Adam Novotny, LW (Peterborough Petes, OHL) Novotný would be a stellar pick here. He’s a rugged forward with an excellent shot – something we saw plenty of times with Peterborough. Novotný surpassed the […]
Bengals enjoy embarrassment of riches at QB, too
It's not just wide receiver. The Bengals have the best quarterback room in the NFL, too.
Rossford roundabout construction disrupts local businesses
A roundabout construction project is limiting customer access to downtown businesses, with some owners reporting significant drops in traffic.
University of Miami launches Master of Science in Marketing
The University of Miami Patti and Allan Herbert Business School is making its mark on graduate marketing education with the launch of a STEM-designated Master of Science in Marketing, designed to prepare students for a rapidly evolving field shaped by analytics, digital innovations, and emerging technology.
PENN Entertainment Bets On New Aurora Casino And Valuation Gap
PENN Entertainment (NasdaqGS:PENN) is opening the new US$360 million Hollywood Casino Aurora as its latest land-based flagship in Illinois. The long-running Hollywood Casino riverboat in Aurora is set to close after more than 30 years of operation as activity shifts to the new property. The new complex combines gaming, hotel rooms, dining, and entertainment offerings in a single, purpose-built facility. The move reflects PENN Entertainment's push to grow its brick and mortar footprint...
Steelers TE Pat Freiermuth shares early takeaways on Drew Allar
The Steelers’ tight end had some nice words for his new quarterback.
Vanderbilt Health Pets of the Day: Freddy and Cooper
Today’s first Dog of the Day is Freddy, submitted by Beth Piazza of the Vanderbilt-Ingram Cancer Center. “Freddy was adopted on Valentine’s Day of 2024 from the Nashville Humane Association. He is the cuddliest 90-pound lap dog.“ Today’s second Dog of the Day is Cooper, submitted by Brandie Taylor of Medicine. “Cooper is a 14 year old chocolate lab. He loves eating and going to get pup cups!” Freddy and Cooper were featured in the June 9, 2026, edition of MyVUMC News. To see the archived collection of Vanderbilt Health Pets of the Day, go to: https://news.vumc.org/section/voice/pets-vumc/. Pet photos wanted! The Vanderbilt Health Pets of the Day are posted to the Voice section of Vanderbilt Health News and included in regular editions of the MyVUMC News newsletter, which is published twice a week by Vanderbilt Health News and Communications. Now through July 6, we especially want to see photos of your pets enjoying spring and summer. That might be having fun at the lake or beach, hanging out in the backyard, lying on the couch, or in the case of a pet fish, just living the life aquatic (we’re not too strict about what constitutes enjoying spring and summer). If you have a pet picture you would like to send in for consideration, go to the submission form here and follow the guidelines.
E-bike safety; lung cancer treatment and prevention; keeping CMA Festival attendees safe; plus other stories with Vanderbilt Health sources
WKRN News 2 interviewed Jeffrey Upperman, MD, FACS, Professor and Chair of the Department of Pediatric Surgery and Surgeon-in-Chief of Monroe Carell Jr. Children’s Hospital at Vanderbilt, about e-bike related injuries following the recent death of a Brentwood High student and a proposal to require safety training before students could ride a bike on a school campus in Williamson County. Fabien Maldonado, MD, MSc,Professor of Medicine and Thoracic Surgery, was on WTVF News Channel 5‘s live studio show, “Openline,” with host Ben Hall, to discuss lung cancer, treatment and prevention. WSMV’s “Today In Nashville” program hosted Vanderbilt LifeFlight paramedic/flight nurse practitioner Tony Smith to talk about safety for the CMA Festival. The New York Times reporter Carl Zimmer interviewed James Crowe, MD, Director of the Vanderbilt Center for Antibody Therapeutics, for a story about the race to find vaccines and treatments as Ebola spreads. The Vanderbilt Health News release about the pilot clinical trial conducted by Vanderbilt Health and Cumberland Pharmaceuticals Inc., that confirms the safety of ifetroban and supports the further development of the drug to prevent cancer metastasis, was picked up by Reuters, Stock Titan,and others. Women We Admire has named Lee Ann Liska, President and Chief Operating Officer, to its list of top women leaders of Nashville for 2026. Radiology Business, Aunt Minnie, Bioengineer, and Imaging Technology News covered the study from Consuelo Wilkins, MD, MSCI, the Mildred Thornton Stahlman Professor in Rural Health and professor of Medicine in the Division of Geriatric Medicine, that found Black and Hispanic people, while known to be far more apt to have dementia, are significantly less apt than other racial and ethnic groups to show Alzheimer’s pathology on brain scans. STAT News interviewed Deva Sharma, MD, Transfusion Medicine & Hematology-Oncology, for a story about more patients requesting unvaccinated blood and what it means for the medical system at large. Yahoo! Health reporter Korin Miller interviewed Gitanjali Srivastava, MD, Director of Obesity Medicine, for a story about how semaglutide and tirzepatide compare. William Schaffner, MD, Professor of Preventive Medicine, was quoted by several news outlets about public health issues, including: NBC News (new COVID vaccinations); Medscape (pneumonia and sepsis); and CNN (protection from contagious viruses). Shelbyville Times-Gazette is repurposing Jessica Pasley’s July 2025 Vanderbilt Health News story on tick-borne illnesses as a front-page story.
Caleb Williams' 'Madden NFL 27' cover inspired by Michael Jordan
The Bears quarterback said the pose, skyline and overall concept were designed as a tribute to Chicago's most famous athlete.
Big question facing Jaguars quarterback position heading into minicamp
Previewing the Jaguars' upcoming minicamp practices, here is our one big question facing the quarterback position.
Rising Serb star Stankovic returns to Inter Milan
Serbian international Aleksandar Stankovic will return to Italian champions Inter Milan, the Serie A club confirmed on Friday.Inter Milan said they had "exercised the buyback clause" to re-sign Stankovic from Club Brugge after just one season.
Joel Klatt replaces Kirk Herbstreit as color commentator in EA Sports College Football 27
It was recently reported that Kirk Herbstreit will not be in EA Sports’ College Football 27. Herbstreit served as the color commentator alongside play-by-play announcer Chris Fowler for the “Big Game” broadcast team in College Football 25 and 26, after EA Sports relaunched the popular video game franchise that was previously known as NCAA Football.…
Big question facing Colts' QB position heading into minicamp
As part of our minicamp preview, let's highlight the big question facing the Colts' quarterback position.
Football regulator faces 'defining test' over potential Derby investment
English football's independent regulator faces a "defining test" as Saudi Arabian government official Turki Al-Sheikh attempts to invest in Derby County, says Amnesty International.
Trieu: Blake Jenkins, four-star cornerback, commits to Michigan football
Michigan made a strong closing push to beat out Vanderbilt, Texas, Houston and others for Katy (Texas) Tompkins cornerback Blake Jenkins.
What is El Niño and how could it affect weather this year?
A strong El Niño this year, colloquially dubbed a super El Niño, could lead to extreme weather events — from heavy rainfall to exacerbated droughts.
Jacksonville Jaguars: Sign Experienced Corner with 31 Regular-Season Starts
The Jacksonville Jaguars still needed to address their cornerback depth this offseason after losing Greg Newsome II to the New York Giants and failing to select one in the 2026 NFL Draft. Travis Hunter is recovering from a season-ending LCL tear and has been limited to individual drills off to the side during OTAs but […] The post Jacksonville Jaguars: Sign Experienced Corner with 31 Regular-Season Starts appeared first on Gridiron Heroics.
TxDOT Hosting Event for Small Businesses, July 20th
Texas Border Business PHARR, Texas – The TxDOT Pharr District, which oversees the construction and maintenance of state highways in the eight southernmost counties of Texas, is hosting an event on July 20 for small businesses interested in securing state highway construction contracts. The Pharr event labeled BOSS, for big opportunities start small, gives attendees the opportunity to connect with local TxDOT engineers, […]