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ICYMI: Chairman Cruz Hosts Roundtable on the Protect College Sports Act - U.S. Senate Committee on Commerce, Science, & Transportation
Click here to watch a video recap of the roundtable. WASHINGTON, D.C. – U.S. Senate Commerce Committee Chairman Ted Cruz (R-Texas), Ranking Member Maria Cantwell (D-Wash.), and Senator Chris Coons (D-Del.) hosted a roundtable with coaches, student athletes, and university presidents to discuss the Protect College Sports Act. Chairman Cruz emphasized, “The Protect College Sports Act is […]
New series with veteran science journalist Miles O'Brien to feature ASU researchers
Extreme heat kills more people than hurricanes, floods and tornadoes combined in a typical year, but people don't recognize it as a serious problem. Why is that?That was the question veteran science journalist Miles O’Brien asked Arizona State University heat researcher Jennifer Vanos in front of a studio audience at Arizona PBS on Thursday.
University of Minnesota expands student, workforce development through health and healthcare, enrollment and learning initiatives
The University of Minnesota Board of Regents today agreements with University of Minnesota Physicians and Fairview Health Services, approved a University-wide enrollment plan, and continued its focus on financial stewardship.
Emory University lands $15 million grant to study health risks linked to Brunswick Superfund sites
Emory University has received a five-year, $15 million grant from the National Institutes of Environmental Health to establish a center to research how contaminants from Georgia Superfund sites affect human health.
Is There Any Room for Politics in Judicial Impeachment? The Moliné O’Connor Case in the Inter-American System of Human Rights
--Emiliano Vitaliani, Fox Fellow, University of São Paulo; LL.M., Yale Law School The Inter-American Court of Human Rights (ICtHR) is currently consid
New degree and certificate programs approved to meet growing workforce demand, critical shortages
Several new degree and certificate programs at Indiana University campuses across the state will prepare students for high-demand careers in health care, ...
Texas Tech University Health Sciences Center Appoints New Graduate School of Biomedical Sciences Dean and Vice Dean
TTUHSC has named Lance R. McMahon, Ph.D., as the new Graduate School of Biomedical Sciences dean and Kendra P. Rumbaugh, Ph.D., as vice dean.
Texas Tech University Health Sciences Center Appoints New Graduate School of Biomedical Sciences Dean and Vice Dean
TTUHSC has named Lance R. McMahon, Ph.D., as the new Graduate School of Biomedical Sciences dean and Kendra P. Rumbaugh, Ph.D., as vice dean.
Maryland Athletics Broadcast & Production Unit Nominated For Six Capital Emmy & Sports Video Group Awards
University of Maryland Athletics
Integrating sustainable practices into undergraduate science education
Faculty and students at Georgia State University are working to integrate sustainable practices into undergraduate science education, and a new study highlights ways to advance laboratory practices and ...
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.
WSU expands program to address critical middle school STEM teacher shortages
June 11, 2026 — Wichita State University is expanding its Teacher Apprentice Program™ (TAP) to include new middle-school level math and science pathways aimed at addressing critical teacher shortages across Kansas.
Tennessee Building Commission approves Neyland Entertainment District projects
During Thursday’s meeting, the commission approved several of the arrangements the university had made to get the project built.
Tennessee Building Commission approves Neyland Entertainment District projects
Tennessee’s State Building Commission approved Thursday the University of Tennessee’s upcoming major project aimed at building an entertainment district right outside Neyland Stadium.
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.
Engineering’s Shuo Li selected for Crain’s Cleveland Business’ 2026 Notable Leaders in Architecture, Engineering and Construction | CWRU Newsroom
Shuo Li, PhD, the Leonard Case, Jr. Professorship in Engineering at the Case Western Reserve University Department of Biomedical Engineering, was sele...
Emory gets $15M to establish first center to research toxic Superfund sites' health effects
Emory University has received a five-year, $15 million grant from the National Institutes of Environmental Health to establish a center to research how contaminants from Georgia Superfund sites affect human health.
Farm stress program warns funding gaps can disrupt mental health services for farmers
An extension educator says consistent funding would provide better mental health resources for farmers. Remington Rice with Michigan State University Extension’s Managing Farm Stress Program recently testified during a Michigan House subcommittee hearing about increasing demand for the program. “If we want a strong agricultural system, we have to support the people who make that system work,” […]
NMSU computer science undergraduate research experience points students toward Ph.D.
New Mexico State University computer science students were among 120 attending the inaugural in-person workshop and research showcase for the Computing Research Association (CRA) Undergraduate...
NMSU computer science undergraduate research experience leads students toward Ph.D.
New Mexico State University computer science students were among 120 attending the inaugural in-person workshop and research showcase for the Computing Research Association (CRA) Undergraduate...
Sports Betting, Problem Gambling Tackled at MU Summer Institute in July
This is a story about a Millersville University Summer Institute that will tackle sports betting and problem gambling.
Elon earns national recognition for preparing future elementary teachers in the science of reading
The Bachelor of Arts in Elementary Education program at Elon University has earned an A+ from the National Council on Teacher Quality (NCTQ) for how well they prepare future teachers to teach...
Study: Less sedentary time, more light activity may lower key health risk in pregnancy
University of Iowa researchers recommend a daily mix of movement and sleep, along with a cap on sedentary time, to lower the risk of hypertensive disorders in pregnancy.
UTRGV Sports Medicine Adds Muteba Dikanda as Assistant Athletic Trainer
RIO GRANDE VALLEY – The University of Texas Rio Grande Valley (UTRGV) Department of Intercollegiate Athletics announced the addition of Muteba Dikanda as an Assistant Athletic Trainer.
Experts warn: Natural gas leaks may pose health risks
A Boston University study found that low levels of natural gas are leaking into many New England homes
Temple University Japan Further Expands Academic Offerings with Launch of Cybersecurity Major and Data Science Certificate in Fall 2026
Temple University, Japan Campus (TUJ) will launch a Bachelor of Science in Cybersecurity through the university’s College of Science and Technology beginning in the fall 2026 semester.
The secret to healthy aging could be hiding in skeletal muscle
The powerful role of exercise in maintaining skeletal muscle could be the key to improving health and resilience in older age, according to new research from Monash University. The new research, published ...
GCSU hosts Summer Science Program as top high schoolers research asteroids
This June, Georgia College & State University (GCSU) is hosting the prestigious Summer Science Program (SSP), where top high school researchers will track aster
Pregnant women may reduce key health risk through less sitting, more light exercise
Women who engage in light physical activity and lessen their sedentary time may significantly reduce the risk of key health problems during pregnancy, according to a new University of Iowa-led study. ...
‘It can affect your attention, your cognition’: D.C. expert describes extreme heat’s mental health harms
Plenty of people report having the wintertime blues, but a George Washington University School of Medicine professor said extreme summer heat can also have negative impacts on mental health.
UF trustees advance President-elect Stuart Bell to final state board vote
The vote advances Bell, the former University of Alabama president, to the final stage of a hiring process that has become entangled in culture-war battles over diversity, equity and inclusion.
College sports bill sparks unusual alliances
A push on Capitol Hill to craft legislation to rein in college sports amid skyrocketing costs and roster upheaval has created strange alliances across both the political and athletic spectrums, as was on display Wednesday at a roundtable hearing to rally support for the Senate’s version. The head football coaches at the University of Memphis […]
APSU to host Health and Performance Summit for sport, recovery, tactical fields
Austin Peay State University's Department of Health and Human Performance will host its inaugural Health and Performance Summit.
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
University of Utah to build major new health campus at The Point in Draper, officials announce
The rapidly growing area of Salt Lake County, which once housed the state prison, has been eyed for significant development.
Biochemistry Student to Participate in National Science Foundation Undergraduate Research Program
Elmhurst University biochemistry major Hannah Cardenas ’27, of Des Plaines, Illinois, received a National Science Foundation Research Experiences for Undergraduates (NSF REU) award to participate in a 10-week summer research internship at the University of Texas at Dallas.
Emory gets $15M NIH grant to research Superfund sites’ health effects
Emory University has been awarded a five-year, $15 million grant from the NIH to study the link between environmental contaminants and human health in Brunswick, Georgia, which is home to four of the state's 23 Superfund sites.
1 in 3 middle-aged adults struggle with basic 'everyday' health tasks, study finds
A new Northwestern University study has found one in three middle-aged American adults ages 35 to 64 cannot consistently read prescription instructions correctly, understand medical forms or recall details ...
University of New Haven Graduate Students Demonstrate Excellence at National Collegiate Sports Analytics Championship
Tasked with analyzing and interpreting a large amount of data in a short period of time, master’s candidates in sport management exceled presenting their findings to industry leaders and embracing the ultra-competitive, fast-paced environment simulating working in sports.
University of New Haven Sport Management Graduate Students Excel at National Sports Forum Case Cup
From analyzing a case, presenting findings, and networking with industry professionals, the Chargers taking part in one of the sports industry’s most competitive programs showed why the outcomes and the ROI of the M.S. in sport management are among the best in the world.
Large language model helps radiology department boost patients’ report comprehension
Emory University has utilized OpenAI’s GPT-5 to create LLM-produced radiology report summaries, clickable terms with embedded educational content, and AI-generated videos.
College of Business grad’s investment prowess leads to prestigious summer program at Harvard
Most undergraduate students do not manage $6.2 million in assets, but Dola Popoola is not most students. While completing her double major in finance and marketing, the Oregon State University Presidential Scholar and soon-to-be College of Business graduate also served as president of the Oregon State Investment Group, one of the top 25 student-managed investment funds in the nation. That experience helped cement her love of finance and taught her what it takes to be successful in the industry, she said.
UHC Medicare Advantage patients set to lose in-network access to Brown Health physicians
Rhode Islanders insured under UnitedHealthcare’s Medicare Advantage plans may once again have to find new doctors amid contract negotiations between the insurer and Brown University Health.
Roundup: Existing home sales / Faith Technologies / University Lakes update
A May surge: U.S. existing home sales rose in May to their highest level since December, reaching an annual pace of about 4.17 million. The increase was driven by slightly lower mortgage rates and stronger buyer activity. However, affordability remains a challenge as home prices stay elevated and supply is still limited. CNBC has the […]
University of Vermont Health eliminates 76 jobs, restructures 66 roles
Dozens of jobs are either being eliminated or restructured at the University of Vermont Health Network as administrators work to streamline services and reduce massive financial strain.
Widespread layoffs underway at UVM Health
The University of Vermont Health network announced Tuesday it would cut 76 employees system-wide. Another 66 will have to reapply to restructured positions.
Southern Arkansas University launches new Bachelor of Science in Emergency Management for Fall 2026 | News
Southern Arkansas University has announced the launch of a new Bachelor of Science in Emergency Management, with enrollment beginning in Fall 2026. The program, housed in the Department of Behavioral…
U of A dismantles Health Sciences unit, disperses functions university-wide
University of Arizona Health Sciences — which has housed the colleges of medicine in Tucson and Phoenix, and the colleges of nursing, pharmacy and public health — is being dismantled
U of A dismantles Health Sciences unit, disperses functions university-wide
University of Arizona Health Sciences — which has housed the colleges of medicine in Tucson and Phoenix, and the colleges of nursing, pharmacy and public health — is being dismantled
UMW Launches Virginia’s First Master’s Degree in AI in Business
byThe University of Mary Washington has opened enrollment for a new Master of Science in Artificial Intelligence in Business (MS in AI in Business), an innovative graduate program designed to prepare professionals for a rapidly evolving, AI-driven economy.The graduate degree is the first of its kind in Virginia to focus specifically on artificial intelligence in […]
WSU study finds father’s health before conception may affect future children
A father's health before conception may play a role in the future health of his children, according to new research from Washington State University.The study h
UWA earns national recognition for preparing future elementary teachers in the science of reading
The University of West Alabama’s undergraduate elementary teacher preparation program has received an A+ from the National Council on Teacher Quality (NCTQ) for its excellence in preparing future elementary teachers to teach reading effectively.
Drury chemistry professor lands $450,000 research grant from the National Science Foundation
SPRINGFIELD, Mo., June 9, 2026 – Drury University Assistant Professor of Chemistry Dr. John Kiernicki has received a $449,297 research grant from the National Science Foundation (NSF) for the study […]
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.
Some drugs 'fail' because of unrealistic testing conditions, scientists discover
A drug once dismissed as ineffective suddenly worked—when scientists tested it under more realistic conditions that mimic the human body. In this surprising new discovery, Northwestern University scientists ...
Spectrum News: Wright State University and Premier Health receive $2.5M grant to expand street medicine
For people experiencing homelessness or unstable housing, they also often face overlapping challenges like chronic illness, behavioral health conditions and substance use that makes day to day living even more difficult. Often a routine trip to the doctor is the … Continue reading →
From Classroom to Racetrack: How Charlie Baur is Building a Motorsports Career in a Business Discipline
Charlie Baur can trace his racing story back to a Christmas morning in Michigan — the kind that starts with snow on the ground and ends with a throttle in a kid’s hands. “I remember being 3 years old and then for Christmas that year, my parents had gotten me a 120 cc snowmobile,” Baur said. Long before sprint cars, he was a Michigan kid on snowmobiles, dirt bikes, four-wheelers and jet skis — and a regular at car shows and races with his family. Photo courtesy of Charlie Baur That early exposure became a calling. At 12, he sat in a sprint car for the first time and knew he’d found the next chapter. He started in quarter midgets, moved to go-karts, and the day before he turned 16 — one day shy of the minimum age required by track insurance — he made his first sprint car start after convincing officials to let him race. Five years later, Baur is still pushing forward, now racing sprint cars on both pavement and dirt while pursuing an automotive business education at Northwood University — with a clear-eyed understanding that motorsports encompasses more than what happens under the lights on Saturday night. “It’s a business,” said Charlie, a 20-year-old who calls Fenton, Michigan, home when he’s not at a racetrack or at Northwood’s residential campus in Midland, Michigan. Photo courtesy of Charlie Baur Racing is the product — but preparation is the job To the average fan, race day begins around dinner time. For a team, race day can be a 12-hour shift — plus the work that came before it. And Baur’s racing operation is a family affair. “The team is my parents and myself,” he said, explaining they own the cars, maintain equipment and manage the business side — from sponsor relations to budgeting. On race weekends, the core group includes Baur and his parents (Eric and Stefanie), plus a couple of additional hands (Alex Photiou and Robert Flannigan) who help with the intensity and pace of trackside work. That structure has shaped how he thinks about efficiency and professionalism. “We’ve always kind of had the mentality of we’re never working on the car for maintenance at the track,” he said. “Our goal is to do as little work as possible to the car because it should be ready when that car rolls out of the trailer to go racing.” That mindset shows up in routines: bolt checks, tire procedures, safety equipment and a repeatable process designed to limit errors. “Once I fire the car up and put my helmet on, that’s when it’s go time,” he said. “You can plan as much as possible for how the race is going to play out, but until you take the green flag … you don’t know how it’s going to go.” Photo courtesy of Charlie Baur First-generation driver, student of the game In racing, “first-generation” matters — and Baur wears that label with pride. “A lot of the drivers are third or fourth generation,” he said. “My family has never been in motorsports. So for me, we’ve always looked at it as we’re new to it and we want to be as different as possible. From a marketing standpoint, it helps us stand out.” It also pushes him to seek out mentors — especially veteran drivers who have seen every scenario, solved every problem and won in multiple eras. Baur credits accomplished driver Jason Blonde, a 10-time champion, for becoming his driver coach and helping him develop as a competitor. “To me, learning from Jason helps me because he has had lots of success and knows what to do,” Baur said. “You have to humble yourself and say, ‘I don’t know what to do; can you help me out?’” That willingness to learn extends off the track, too. Baur says one of his biggest challenges is not a mechanical limitation, but credibility. “It’s my age,” he said. “Some people won’t take me seriously because I’m so young. Even though … I do know what we’re talking about and have a general idea.” His answer has been to out-prepare, out-communicate and treat the operation like a real enterprise — because it is. Photo courtesy of Charlie Baur Northwood’s role: Turning passion into a plan Baur is majoring in automotive aftermarket management and pursuing an accelerated path that pairs undergraduate study with graduate work. He’s also exploring how to align his studies with motorsports-focused coursework as Northwood advances related programs and pathways. He sees the value clearly: motorsports needs business-literate professionals who understand budgets, sponsorship, marketing, operations and long-term strategy — and who can translate between the language of the shop and the language of the boardroom. That’s why his Northwood experience isn’t limited to the classroom. He has been involved with the Northwood University International Auto Show and serves as motorsports chair — a leadership role that demands outreach, contracts, coordination and a steady professional demeanor. “There’s so much outside work that makes the auto show successful that people don’t realize,” he said. “And it is truly student led.” He’s also participated in industry experiences through Northwood at major events such as AAPEX, SEMA and PRI, along with other automotive networking events — opportunities he describes as a fast track to understanding how business really gets done. “You learn a lot in the classroom,” he said. “But if you learn it and you can’t apply it to the real world, it loses its value. Or if you learn it and can apply it, but you don’t know anyone, it is still of no value.” In his words, Northwood helps him win because it “gives me the tools to succeed” — including flexibility and faculty support as he balances travel and racing commitments with academics. Photo courtesy of Charlie Baur Racing as an ecosystem — and a talent gap waiting to be filled Baur is blunt about what he sees across the motorsports world: a deep bench of experienced professionals, and not enough young talent entering the pipeline. “I go to car shows, I go to these different events, and typically … the average age is between 45 to 55,” he said. “There’s not a lot of young people going into the motorsports world.” That reality reinforces Northwood’s communications focus: positioning motorsports not as a narrow lane, but as a wide ecosystem of business careers — sponsorship, logistics, data, media, leadership, hospitality and innovation — with real demand for prepared graduates. It also shapes how Baur talks to younger students who love racing but aren’t sure what their future looks like. “If you have a passion for motorsports, there’s gonna be a spot for you somewhere,” he said, emphasizing that driving is only one of many career paths — and that local tracks and hands-on experience are often the best first step. But if someone is interested in driving as a career path, it will take a team to make that happen. Baur’s team includes Stahl’s Motors and Music Experience, Rhino Racing, Randy Wise Buick GMC Chevrolet, Western Michigan Fleet Parts, Mother’s Polish, Schaeffer’s Oil, Hepfner Racing Products, Ameriguard Storage Centers, Justice Brothers, Race 1 Wraps, TBM Brakes, Behind Your Design, CharlieBaur.com and Northwood University. “There are so many people who invest not only in myself but in my race team and who believe in us to succeed,” he added. Pictured: Charlie Bauer’s sprint race car. Looking ahead: A headline worth chasing Ask Baur to imagine 2035, and he’ll give you two answers — one dream, one blueprint. “In a perfect world,” he said, “winning the Indy 500.” Realistically, he wants to build a life where business ownership and racing reinforce each other and where he can pay forward the help he has received by mentoring younger drivers, especially those trying to break into motorsports without a family legacy. “When I retire from full-time racing, I want to be able to provide the same opportunities that were presented to myself to the next generation of drivers,” Baur said. “I know how difficult it is to get your foot in the door.” For now, the focus is simple: keep building the operation, keep learning the business, and keep showing up prepared — because in sprint car racing, as in life, process matters. And once the helmet goes on? “It’s go time,” Baur said. Photo courtesy of Charlie Baur Learn more Students interested in motorsports careers — whether in competition, team operations, marketing, finance, sponsorship, data, or management — can explore opportunities through Northwood University’s Center for Automotive and Mobility Studies. For Charlie Baur’s latest motorsports adventures, follow Charlie_Baur and Charlie Baur Racing on social media. To learn more about Northwood’s Bachelor of Business Administration in Automotive and Mobility Studies and motorsports management concentration, visit www.northwood.edu/programs/automotive-mobility-studies/. Photo courtesy of Charlie Baur Pictured: Charlie Baur at Butler Motor Speedway on May 31, 2026. Share this page
UTC postdoctoral researcher places second in CLEO Science Slam
Dr. Mohmad Junaid Ul Haq, a postdoctoral research associate in the University of Tennessee at Chattanooga Quantum Center, placed second in the annual CLEO Science Slam, which challenges scientists, students and postdoctoral researchers to present complex work in laser science, optics and quantum technology in a clear, engaging way.
Environmental Science Master’s Graduate Reflects on Community and Commencement
Giavanna Cucarese ’25, ’26 M.S., looks back on her journey to the University of New Haven, the power of community, and the importance of embracing the uncertainty of what comes next.
Mark Nelson, Ph.D., Elected to the UK’s Academy of Medical Sciences
Mark Nelson, Ph.D., University Distinguished Professor and chair of pharmacology at the Robert Larner, M.D. College of Medicine at the University of Vermont, has been named a 2026 Fellow of the Academy of Medical Sciences.
Coca-Cola and Notre Dame bring poverty alleviation efforts to host cities during the FIFA World Cup 2026
When the FIFA World Cup 2026 games kick off this week, bringing global attention to cities across North America, communities from Boston and Miami to Toronto, Dallas and Los Angeles will come together for one of the world’s largest sporting events. In these same cities, the University of Notre Dame’s Urban Poverty and Business Initiative (UPBI), a program aimed at helping underrepresented populations create and grow independent businesses, is working with local partners to strengthen small business ecosystems throughout a total of 59 cities, including a strategic activation in 13 soccer host cities.
University of Miami joins new NOAA Cooperative Institute to advance sustainable U.S. aquaculture
Rosenstiel School researchers will contribute expertise in ocean science, environmental forecasting, and aquaculture innovation through a national partnership focused on strengthening America's seafood supply.
Dr. Jessica A. Johnson: How race, politics and sports intersect
Toward the end of the spring semester, I sent a final email to students in my Sports Icons class at Ohio State University’s Lima campus regarding the NAACP’s proposed boycott urging Black football players to avoid attending Power 4 conference schools in Southern states that have redrawn their congressional and local legislative districts. I explained […]
Race, politics, sports intersect
Toward the end of the spring semester, I sent a final email to students in my Sports Icons class at Ohio State University’s Lima campus regarding the NAACP’s proposed boycott urging Black football players to avoid attending Power 4 conference schools in Southern states that have redrawn their congressional and local legislative districts. I explained […]
Mylpf protein serves as a molecular linchpin for muscle health
University of Maine researchers have published new findings about how muscles form, why certain muscle diseases develop and why symptoms may not appear until years after muscle degeneration begins.
New Oregon State building will support five field sports
Oregon State University supporters have made philanthropic commitments totaling $25 million to construct a new facility that will support 150 student-athletes in softball, men’s and women’s soccer, women’s cross country an
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.
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Your complete guide to the upcoming season of IU sports
Indiana University's independent student newspaper.