SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " Philanthropist " 70 found 🔀 AI-powered Shuffle
Roane State dedicates Knox Regional Health Science Education Center courtyard to philanthropist Natalie Haslam
Roane State and Tennessee College of Applied Technology (TCAT) Knoxville leadership, Roane State Foundation board members and staff, former and current state government officials, and Haslam family members and friends
What Dolly Parton’s estate fight reveals about family business succession
Parton, the legendary American singer, actress, entrepreneur, and philanthropist, left an estate estimated at $450 million.
Dolly Parton's multifaceted legacy showcased at Nashville museum and hotel
A new Dolly Parton hotel and museum offers fans a look at the multifaceted singer, actor, entertainer and philanthropist, right in the heart of Nashville. At the Dolly's Life of
Dolly Parton's multifaceted legacy showcased at Nashville museum and hotel
A new Dolly Parton hotel and museum offers fans a look at the multifaceted singer, actor, entertainer and philanthropist, right in the heart of Nashville | WWL
Arkansas, Kentucky each awarded $10M grants for maternal health efforts
A nonprofit founded by philanthropist Olivia Walton announced Thursday it is awarding $10 million grants to Arkansas and Kentucky to improve maternal health in rural communities.
Broward Health Medical Center Dedicates Boyce Haller Family Cardiac Catheterization and Electrophysiology Suite, Made Possible by $5.2 Million Family Gift
(L-R): Michelle Thoman, chief operating officer, Broward Health Medical Center, Eileen LaMarca, consultant for the Broward Health Foundation, philanthropist Linda Haller, Shane Strum, president and CEO of Broward Health, Stacy Angier, commissioner on the North Broward Hospital District Board of Commissioners, and Lauri Littleton, associate chief nursing officer, Broward Health Medical Center, cut the ribbon […]
Is metascience being co-opted?
In July, the White House released a report that argued academia is deeply dysfunctional and in need of radical reform.Science: A New Golden Age sets out a litany of problems many academics will recognise: interminable waits for grants; short-term funding rather than support for longer, more ambitious projects; ballooning administrative requirements; pressure to publish, and many more. “The scientific machine is getting bogged down,” it says. At least on the face of it, Science: A New Golden Age is a triumph for the metascience movement, a loose-knit, global group of academics, philanthropists and think tankers that want far more testing and experimentation in how we fund public research and innovation. The report tells US research funders to set up internal metascience units to do just this. But it has also set alarm bells ringing that metascience is being conveniently deployed to help justify the defunding of US universities, which US vice president JD Vance has openly labelled “the enemy.” “Just because you have an issue with your plumbing in your house doesn't mean you light the entire house on fire and burn it to the ground,” said Colette Delawalla, chief executive of Stand Up for Science, a group campaigning against what it says are attacks on scientists by the Trump administration. No one is arguing that academia doesn’t need reform, but there’s debate over how far and how fast the system should be shaken up. Does public R&D need slow and steady evidence-based adjustment, or radical new experiments?One of the key arguments in Science: A New Golden Age is that there’s not enough funding for what it calls “mid-level” science: engineering-heavy projects that require tens of millions of dollars, involve ten to a hundred people, and last around five years. Such a project might develop a brain-computer interface for people with Alzheimer's disease, for example. As such, the US National Science Foundation (NSF) has already announced $1.5 billion to set up so-called X-Labs, effectively new research organisations to pursue breakthroughs in areas such as quantum sensing and new scientific instruments. Funding divertedBut there’s a catch: this money has squeezed NSF budgets for more traditional, fundamental research grants, Science reported in June, likely meaning less cash for university-based scientists. Science: A New Golden Age also makes various swipes at universities, accusing them of extracting overheads from scientists to fund administrative bloat. “We have become dependent on a narrow set of legacy institutions,” it says. The report doesn’t mention it, but the US government is simultaneously seeking greater powers over federal funding, which would allow political appointees at funding agencies to screen or cancel research grants mid-project. The White House is also seeking to slash the NSF’s budget by more than half in 2027, although similar cuts proposed for 2026 were blocked by Congress. Convenient hookThis has worried some that the metascience agenda could be misused as a kind of smokescreen to further weaken universities. James Wilsdon, executive director of the Research on Research Institute at University College London, said that the report contains lots of “interesting ideas” and agrees that in places, academia is a “pretty broken system.” But the risk is that metascience is being deployed as a “convenient hook” to support cuts and a “political land grab” to transfer grant power from scientists to political appointees in US funding agencies.So far, the metascience agenda hasn’t been seized on by radical right parties in Europe. But Wilsdon worries it will cross the Atlantic, politicising research reform efforts and making them more difficult to carry out. The report is already making some in Europe sceptical of the entire idea. “The system is not without flaws, but the metascience discussion is not likely to improve the system but rather to generate munition to undermine it,” said Claes de Vreese, a professor of AI and society at the University of Amsterdam. Peter Thiel protégéOfficially, Science: A New Golden Age has just one named author: Michael Kratsios, the director of the Office of Science and Technology Policy and a former chief of staff to Silicon Valley mogul Peter Thiel. He also served as chief financial officer of Thiel’s Clarium Capital Management. Since the 1990s, Thiel has criticised US universities for moving away from teaching what he views as the classic works of western civilisation, and drifting towards “anti-Western zealotry.” And since 2011, he has offered two-year fellowships of $250,000 to young people to skip or drop out of university, and instead start companies or pursue scientific research. “College can be good for learning about what’s been done before, but it can also discourage you from doing something new,” according to the Thiel Fellowships website. In other areas, the Trump administration has promoted academics with a longstanding interest in metascience. For example, the head of the National Institutes of Health, Jay Bhattacharya, in 2020 co-authored a study arguing the funder backs overly conservative proposals, although he achieved wider prominence as a critic of pandemic lockdowns. Careless talk costs fundingEven before the Trump administration embraced the metascience agenda, some metascientists privately wondered whether they should be careful not to overstate dysfunctions in academia, in case this gets used as ammunition against universities. But others think being cautious with criticism is pointless. After all, last year, the Trump administration sought to cut funding from US universities on an entirely different premise: supposed antisemitism on campus. “I don't think these governments need a technical metascientific excuse to attack the universities, they will want to do so anyway,” said Will Stone, a researcher at Science Works, a new think tank advocating for a “metascience revolution” in the UK. “I think researchers should report what they find, even when the findings may be used to advance policies they disagree with,” echoed Russell Funk, a researcher at the University of Minnesota, who in 2023 co-authored a highly influential paper that argued scientific papers were becoming less disruptive over time. No justificationThat said, Funk thinks that metascientific research certainly doesn’t justify a weakening of universities. Instead, scientists need “time, resources and stability to pursue unfamiliar ideas,” he said. “Taking away those conditions works against the very goal the reforms are supposed to achieve.”The Institute for Progress, a Washington DC-based innovation policy think tank that has championed X-Labs and metascience units, also says that reforms should complement, not supplant, universities. “Unpredictable, unreliable, and reduced federal funding to researchers is destabilising to the very foundations of research and development and is bad,” said Jenn Gustetic, the institute’s director of metascience and R&D policy.Evolution or revolution?This points to a much bigger divide in the metascience community: how far and how fast should public R&D be shaken up? Does it need evolution or revolution? For example, Science: A New Golden Age says the science system relies too heavily on traditional “workhorse” project grants, the type that pay out around $250,000 a year to fund “hypothesis-driven science by small teams on tractable questions.” However, in criticising project grants, the report “decisively picks one side of a debate that is far from settled,” David Hilmer Rex, a metascientist based in Denmark, has written. In June, Pierre Azoulay, a metascientist at the Massachusetts Institute of Technology, defended project grants, saying that the alternative of X-Labs “merits scepticism.”A-B testingOne challenge in metascience is that it’s easier to generate evidence for some types of change than others. Most straightforwardly, research funders can run A-B tests on different ways of awarding money. For example, Germany’s Volkswagen Foundation recently trialled distributed peer review, where applicants rate each other’s proposals, and measured its results against traditional review panels. Distributed peer review made quicker decisions, although awarded money to largely different ideas. However, much of the focus of the metascience movement has been on founding fast-moving and free-acting new research organisations and funders, in contrast to the alleged stodginess of mainstream academia or public innovation grants. A culture of speed and freedom are the animating principles behind Germany’s Sprind or the UK’s Advanced Research and Invention Agency (Aria).Related articlesViewpoint: it's time to experiment with how Europe funds science European researchers sound the alarm that Trump rule changes will hit cooperationHowever, while it’s possible to closely study previously successful bodies, such as the US Defense Advanced Research Projects Agency (Darpa), for historical clues to their secret sauce, it’s impossible to guarantee in advance that the likes of Sprind or Aria will actually work as hoped. But advocates of new organisations say this inherent uncertainly shouldn’t stop us trying. “If we wait for definitive proof that something will work before we try it, I don't know where your proof is coming from,” said Stone. Trade-offsUp until now, experiments in metascience haven’t generally come with hard trade-offs over money. In the US, new ideas such as focused research organisations have often been funded by billionaire philanthropists. In Europe, new innovation agencies such as Sprind and Aria, or the Netherland’s new National Agency for Disruptive Innovation, haven’t needed explicit cuts elsewhere in the research system. But with the $1.5 billion establishment of X-Labs by the NSF, the trade-offs are becoming clearer. Some metascientists privately wonder whether a smaller pilot would have been more appropriate, given that the idea is untested. The Institute for Progress counters that the $1.5 billion X-Labs budget is spread out over a decade, so will account for less than 2% of the NSF’s annual budget. “It’s important to remember that [Darpa] was once an institutional experiment as well. Now it’s one of the most cited innovative funding models in the world,” said Gustetic.As for Europe?The US isn’t the only country placing metascience at the heart of its research strategy. Science: A New Golden Age looks admiringly at the UK, which in 2024 set up a Metascience Unit to scrutinise how it funds research. In Brussels, it’s more of a mixed picture. In 2018, the EU set up the European Innovation Council to funnel grants and equity to start-ups, although it’s sometimes criticised for awarding money too slowly. Recently, the council has started experimenting with challenges, where teams of inventors compete to overcome a technological challenge. The European Commission also wants to experiment with partially randomising grant winners, to cut down on bureaucracy. However, the Commission’s own advisers have said the EU’s own research schemes are too conventional. They want the Commission to establish a new dedicated unit to scrutinise and experiment with funding. But there’s no sign of a such unit emerging in Brussels’ plans for the next Horizon Europe programme, which from 2028 is set to distribute more than €160 billion over seven years. Sam Bogerd, director of breakthrough innovation at the Brussels-based Arq Foundation, an AI-focused think tank that also looks at metascience, says that Europe might have the opposite problem to the US: universities and basic research funding are still reasonably well supported, but there’s not enough experimentation. “We're not taking a close enough look at where this money can achieve the most, and I am worried that the good ideas around metascience will be tainted politically by their association with the Trump administration,” he said. He’s still lobbying for the Commission to set up an experimental unit. But in the meantime, the Arq Foundation plans to do its own research, and is currently hiring two metascience researchers to run the rule over how Brussels spends research funding.
Betsy Devos, education advocate, business leader, philanthropist
DeVos is a longtime education advocate and one-time U.S. Secretary of Education under President Donald J. Trump.
MIT welcomes David Siegel SM ’86, PhD ’91 as its next Innovation Fellow
Computer scientist, entrepreneur, and philanthropist David Siegel has joined MIT as an Innovation Fellow, where he will collaborate with the MIT Schwarzman College of Computing to advance AI and scientific discovery.
Why Melinda French Gates is shifting her philanthropy on women’s health
The philanthropist is investing in care for women in their midlife.
Alice Walton says Bentonville healthcare campus to expand Arkansans’ access to specialty care
A new Bentonville healthcare campus backed by billionaire philanthropist Alice Walton will increase Arkansans’ access to specialty care and a “whole person” approach to medicine, she said at a groundbreaking ceremony Thursday.
Bob Bolus, Scranton political activist, philanthropist, dies at age 83
Bob Bolus, a tow-truck company owner, divisive political activist and Christmas dinner philanthropist, died late Thursday night in a hospital at age 83 from an illness, a longtime friend confirmed Friday. Earlier this year, the Scranton…
Olivia and Tom Walton pledge $100M for national campaign to cut maternal deaths
Philanthropists Olivia and Tom Walton announced Thursday they’re giving $100 million toward a national effort to cut maternal deaths in half.
Mission accomplished
After a 14-month construction mission, the “Apollo” landed at the Kelly Falls apartment complex this week with the completion of the Mark Stebbins Community Center, the culmination of a vision by the late Mark Stebbins, a long-time business leader and philanthropist.
Dolly Parton remembered in new 28-page tribute comic book
The country music superstar, entrepreneur and philanthropist died Aug. 25
Dolly Parton And Tim Curry, Two Entertainment Icons Gone
On Tuesday, Aug. 25, the world received a one-two gut punch. First, the news hit that American musical icon and philanthropist Dolly Parton passed away at the age of 80.
From builder to philanthropist: How entrepreneurial business owners can navigate wealth transitions, identity and purpose
For many entrepreneurial business owners, the next phase involves giving—approached with the same intentionality that built their company.
Larry Thornton Sr. Inducted Into the Birmingham Business Hall of Fame
By Javacia Harris Bowser | The Birmingham Times Birmingham entrepreneur, artist and philanthropist Larry D. Thornton, Sr., was inducted into the Birmingham Business Hall of Fame on Tuesday by the K…
What does Dolly Parton mean to you?
The prolific performer, songwriter, actor and philanthropist Dolly Parton died Tuesday at 80. World leaders and the general public are in mourning.
Dolly Parton dead at 80: Taylor Swift, Jane Fonda and Grand Ole Opry lead tributes after country legend dies from cancer
The passing of the country music legend and philanthropist has sparked a wave of tributes from the world of music, politics, film and beyond.
Dolly Parton, beloved country music icon, dies at 80 after 'brief battle with cancer'
Dolly Parton, the beloved singer, songwriter, actor and philanthropist, has died, her family said on Tuesday. She was 80 years old.
Dolly Parton's death ripples across sports, where she stole the show
Singer, actress and philanthropist Dolly Parton died Aug. 25, 2026, at 80. She stole the show in the sports realm, as she did in so many walks of life.
Moving science out of silos: A conversation with biochemist and philanthropist Mick Hitchcock, Ph.D.
Biochemist Mick Hitchcock reflects on his career in pharmaceutical innovation and his commitment to advancing science and communication at the University of Nevada.
CBU receives $6.2 million gift to strengthen Business Education, renames school
Christian Brothers University has received a $6.2 million gift from philanthropists in efforts to strengthen the University’s School of Business.
Catherine Ngo earns business accolade as Wahine of the Year
Hawaii Business Magazine has named Catherine Ngo the recipient of its inaugural Wahine of the Year award, a new accolade recognizing a woman whose leadership, service and impact have helped shape Hawai‘i’s business community and beyond. Ngo will be honored at the magazine’s Wahine Forum in October. A respected banking executive, entrepreneur and philanthropist, Ngo has spent more […]
Penn State Health celebrates naming of Golisano Children’s Hospital
Penn State Health unveiled new Golisano Children’s Hospital signage on July 24, marking the next chapter in celebrating philanthropist Tom Golisano’s transformational $50 million gift…
Melinda French Gates Struggled to Get Perimenopause Care
The philanthropist said that even in her “unbelievably privileged situation,” it took three different doctors to diagnose her.
Denny Sanford, philanthropist who gave nearly $2 billion to Sanford Health, dies at 90
Thomas “Denny” Sanford, the Sioux Falls philanthropist whose generosity transformed a regional hospital system into one of the largest rural health networks in the country, died Saturday.
Philanthropist, Sanford Health namesake T. Denny Sanford passes away at 90
Sanford Health announced on Saturday morning that businessman and philanthropist T. Denny Sanford has passed away at the age of 90.
Philanthropist, Sanford Health namesake T. Denny Sanford passes away at 90
Sanford Health announced on Saturday morning that businessman and philanthropist T. Denny Sanford has passed away at the age of 90.
Business founder, philanthropist T. Denny Sanford dies
T. Denny Sanford, the founder and chairman of First PREMIER Bank/PREMIER Bankcard and the most significant philanthropist in South Dakota history, has died at age 90.
Denny Sanford leaves legacy in healthcare and beyond
Philanthropist, businessman, and Sanford Health namesake T. Denny Sanford has died age 90. He donated nearly $2 billion to Sanford Health.
Leonard Abramson, Health Care Innovator and Philanthropist, Dies at 93
He created U.S. Healthcare, one of the first H.M.O.s, and used his great wealth from the sale of the company for causes like advancing cancer research.
Zarb School of Business Remembers Douglas L. Maine, MBA, '73, Chair of the Dean's Advisory Board
The Hofstra University community mourns the passing of Douglas L. Maine, MBA, '73, a distinguished business executive, visionary, philanthropist, and steadfast advocate for the Frank G. Zarb School of Business. Maine, who chaired the Zarb School's Dean's Advisory Board, leaves an extraordinary legac
Seattle philanthropist, Pulitzer-winning playwright open new theater center
Grace Nordhoff, daughter of Hedgebrook co-founder Nancy Nordhoff, helps launch new Cape Cod theater retreat Bards on the Bay.
Irene Pritzker buys Crowns’ Streeterville condo for $5.5 million
A member of the Pritzker family has emerged as the buyer of billionaire philanthropists Lester and Renee Crown’s longtime condominium at the Water Tower Residences in Streeterville.
Tampa medical building tied to philanthropist, investor Patel sold
In the week's top commercial real estate news, a grocery store property sold in Venice, a former beach hotel sold in Clearwater, and a prominent CRE broker makes a move in Fort Myers.
Melinda French Gates Just Revealed the Health Crisis She Was Completely Blindsided By
The philanthropist recently announced that she will direct $215 million to women's health initiatives.
Statue unveiled in Boston for late business magnate, philanthropist Jack Connors
A large crowd gathered at John Hancock Tower Tuesday morning to unveil a statue honoring revered and celebrated philanthropist and business magnate Jack Connors.
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.
Melinda French Gates donates $215 million to improve women's health worldwide
Philanthropist Melinda French Gates will expand her giving to improve women’s health globally, pledging another $215 million to support contraceptive access
Melinda Gates pledges another $215 million to improve women's health around the world
In the past two years, the philanthropist's donations for women's health have exceeded $600 million.
University of Utah honors the life of Karen Huntsman
Businesswoman and philanthropist Karen Huntsman died this week. The University of Utah honors her accomplishments and legacy.
Melinda French Gates Just Made a Massive, Unexpected Move Into Professional Sports
Yesterday, the philanthropist announced that she would join a popular organization as a minority investor.
One Roof Sports and Entertainment Announces Investor Update
One Roof Sports and Entertainment, the parent brand of the Seattle Kraken and Climate Pledge Arena, today announced Melinda French Gates, philanthropist and businesswoman, as the organization's newest minority investor, pending NHL approval.
Area business leader, philanthropist Stanley Star dies
One of the northern Chautauqua County's "brilliant" business and community leaders has passed. Stanley Albert Star, who co-founded Cliffstar Corp. and, through extraordinary determination and leadership, built it into the largest and most respected private label beverage company in the United States, died Friday at 89. His obituary notes he was "a devoted husband, loving…
Nicole Wertheim, Philanthropist and Champion for Public Health, Dies at 82
Join us in remembering Nicole Wertheim, a visionary whose transformative gift ignited a movement at UC San Diego. From founding our school of public health to receiving the Chancellor’s Medal, her legacy of spirit and generosity will inspire students and shape a healthier world for generations.
UWM gets $10 million gift to expand freshwater sciences research
Liberal philanthropist Lynde Uihlein gave $10 million to UWM to support the only graduate school of freshwater sciences in the country.
The largest generational divide in American politics is about Israel
For Jewish communal leaders and philanthropists, a critical question looms: Is Israel’s current unpopularity in the United States a temporary reaction to wartime images, or does it reflect a deeper transformation in American political culture? The most recent Gallup data released...
‘It has to be bipartisan’: Governors find solutions on maternal health
Gov. Wes Moore (D-Md.), Gov. Sarah Huckabee Sanders (R-Ark.) and philanthropist Olivia Walton join Meet the Press for a Common Ground conversation around maternal health.
CNN founder Ted Turner, maverick media mogul who married Jane Fonda, dies at 87
Ted Turner, the maverick businessman and philanthropist who founded CNN, TBS and TNT, has died at 87.
A day in the life of Claudia Romo Edelman, the founder of Sotol Romo
Claudia Romo Edelman is a philanthropist, the founder of Sotol Romo, a a spirit similar to tequila, and the wife of Richard Edelman.
Avera receives $35M gift for New Golisano Children’s Hospital
Avera Health receives $35 million gift from philanthropist B. Thomas Golisano, thus renaming its new Sioux Falls women's health and children’s hospital tower the Avera Golisano Children’s Hospital.
Once Dubbed ‘Toughest Babe in Business,’ Philanthropist Rides Around Hometown in ‘Sports Car’ Golf Cart and Helps Artists
"I never thought I'd come back," says Wall Street legend Darla Moore of returning to her hometown of Lake City, S.C.
Business Woman, Legislator, Philanthropist and Alumna Toni Boucher Describes Her Journey from Poverty to the American Dream
Boucher, one of the School of Business’ most important alumni benefactors and the undergraduate commencement speaker this spring, has long been a champion o ...
Cox Science Center and Aquarium Announces the Judy and Leonard Lauder Hall of Science
/PRNewswire/ -- The Cox Science Center and Aquarium (CSCA) announced a $10 million gift from longtime Palm Beach residents and philanthropists Judy and the...
Texas Children’s Receives $5 Million Estate Legacy Gift to Advance Pediatric Behavioral Health Services
HOUSTON (April 10, 2026) — Texas Children’s announced a very special $5 million estate gift from Houston philanthropist Barbara LeGrange, who passed away last month. When fully realized, her planned gift commitment — made prior to her passing — will provide critical endowed support, along with $1 million in immediate support, for Texas Children’s Behavioral Health Initiative.
UT Health San Antonio announces $6.5 million gift to strengthen pediatric health workforce through new Harvey E. Najim Pediatric Health Scholars Program - UT Health San Antonio
UT Health San Antonio, the academic health center of The University of Texas at San Antonio (UT San Antonio), has announced a $6.5 million gift from San Antonio philanthropist Harvey E. Najim to establish the Harvey E. Najim Pediatric Health Scholars Program to support future pediatric-focused professionals in dentistry, medicine and nursing in San Antonio and the surrounding […]
UT Health San Antonio announces $6.5 million gift to strengthen pediatric health workforce - UT Health San Antonio
A $6.5 million gift from San Antonio philanthropist Harvey E. Najim to UT Health San Antonio will establish the Harvey E. Najim Pediatric Health Scholars Program to support future pediatric-focused professionals in dentistry, medicine and nursing in San Antonio and the surrounding region.
UT Health San Antonio announces $6.5 million gift to strengthen pediatric health workforce through new Harvey E. Najim Pediatric Health Scholars Program - UT Health San Antonio
Contacts: Monica Taylor, UT Health San Antonio, taylorm1@uthscsa.edu, 210-450-8970 Eileen Teves, UT Health San Antonio, tevese@uthscsa.edu, 210-450-7239 SAN ANTONIO, March 26, 2026 – UT Health San Antonio, the academic health center of The University of Texas at San Antonio (UT San Antonio), has announced a $6.5 million gift from San Antonio philanthropist Harvey E. Najim […]
UCLA Health announces $100 million gift from Stewart and Lynda Resnick to advance mental health care
UCLA Health has received the single largest gift to advance mental health care in its history – $100 million from global philanthropists Stewart and Lynda Resnick, co-owners of Los Angeles-based The Wonderful Company, one of the nation’s largest privately held companies.
What parents need to know about Trump Accounts: An FAQ
There has been a lot of attention paid to the new Trump Accounts – especially the promised $1,000 federal government contributions for eligible newborns and the public declarations by companies and philanthropists that they will be making contributions, too.
Local philanthropist, businessman Doug Pitt named 2026 Springfieldian
Doug Pitt is the founder of nonprofit Care to Learn and owns a technology firm and a development business.
Atlanta's 500 Most Powerful Leaders in 2026: Arts, Sports, & Entertainment
These are Atlanta's 500 most powerful leaders. We spent months consulting experts and sorting through nominations to get a list of the city's most influential people—from artists to chefs to philanthropists to sports coaches and corporate CEOs. In this section, we focus on arts, film, music, entertainment, and sports.
FAU Honors Craig Zinn as Business Leader of the Year
Florida Atlantic University’s College of Business recently hosted a ceremony to honor Craig Zinn, an American automotive entrepreneur and philanthropist, as its 31st “Business Leader of the Year” event.
The Institute of Science and Technology Austria (ISTA) receives €5 million donation for AI research
The Institute of Science and Technology Austria (ISTA) has received a donation of 5 million euros from Canadian philanthropist and entrepreneur Garrett Camp to help advance AI as a trustworthy, human-centered technology that benefits society. ISTA’s commitment to responsible AI, coupled with its focus on frontier research and interdisciplinary culture, make it perfectly placed to pursue this goal.
FSU board OKs College of Business naming after billionaire's $65M gift
FSU's College of Business now bears the name of a billionaire after businessman and philanthropist Herbert Wertheim’s major gift commitment.
MacKenzie Scott donated $7.1 billion to nonprofits in 2025, a major increase
The author and philanthropist MacKenzie Scott revealed $7.1 billion in donations to nonprofits in 2025 Tuesday, marking a significant increase in her annual giving from recent years.
Why Bill Gates Thinks Donald Trump Cares About Global Health
Philanthropist is talking to US president as report shows childhood deaths will rise.