SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " Bea " 8,856 found 🔀 AI-powered Shuffle
Alfie Oakes proposes Bonita Springs entertainment venue
Naples businessman Alfie Oakes proposes a 12-acre entertainment complex in Bonita Springs called Oakes Landing, featuring live music, dining, pools, and family areas near Bonita Beach Road and Old 41.
It’s not just gross: Seaweed buildup can pose health risks on South Florida beaches
WPEC CBS 12 provides local news, weather, sports, traffic and entertainment for West Palm Beach and nearby towns and communities in South Florida including the Palm Beaches and Treasure Coast, serving Stuart, Royal Palm Beach, Fort Pierce, Vero Beach, Port St. Lucie, Okeechobee, Jupiter, Palm Beach Gardens, Wellington, Delray Beach, Boca Raton, Lake Worth, Boynton Beach, Greenacres, Belle Glade, Palm Beach, and Riviera Beach.
Rye Beach parking cuts protested by residents, business owners
The Rye Select Board is defending its decision to eliminate roughly 90 public beach parking spots on Ocean Boulevard amid public criticism.
Doctor Addresses Big Question After Trump, 79, Sets Alarming Health Record
Trump was probed by 22 specialists during a three-hour checkup.
Oscar Health (OSCR) Stock Valuation After Conference Rally And Reaffirmed 2026 Guidance
Oscar Health (OSCR) has been back on investors’ radar after a sharp stock rally following its business update at the Goldman Sachs Healthcare Conference, where management reaffirmed full-year 2026 guidance and highlighted favorable utilization trends. See our latest analysis for Oscar Health. The stock’s rally around the Goldman Sachs Healthcare Conference and upbeat commentary on utilization trends come on top of very strong momentum, with a 90 day share price return of 118.52% and a 1 year...
Gretna Landing Health Center reaches new heights
Another milestone in the construction of Gretna Landing Health Center was marked June 10 with a topping-off ceremony.
Carlos Rodon now being viewed as player Yankees could move due to expected MLB CBA
The Yankees may have to do this.
A blind Ukrainian veteran turns pottery into a business and mentors others
VINNYTSIA, Ukraine (AP) — The two burly men stare straight ahead, hands intertwined on a pottery wheel, fingers buried in the clay. They sense each other’s presence through touch alone.
Dolly Parton affiliated entertainment complex proposed in Panama City Beach
PANAMA CITY BEACH, Fla. (WMBB) – A new family entertainment attraction could be coming to the space next to Pirates Voyage Dinner & Show in Panama City Beach. A Dolly Parton affiliated co…
Dolly Parton affiliated entertainment complex proposed in Panama City Beach
PANAMA CITY BEACH, Fla. (WMBB) – A new family entertainment attraction could be coming to the space next to Pirates Voyage Dinner & Show in Panama City Beach. A Dolly Parton affiliated co…
Hurricanes beat Golden Knights 4-2 to take series lead
The Carolina Hurricanes beat the Vegas Golden Knights 4-2 to take a 3-2 lead in the Stanley Cup Final.
Eagles Sign Offensive Lineman Michael Jordan and Defensive End A.J. Epenesa
Jalen Hurts and the Philadelphia Eagles will not reconvene until training camp in late July after ending mandatory minicamp on Wednesday. The mandatory veteran minicamp took place at the Jefferson Health Training Complex, with players' sights set on their eventual Week 1 matchup against the Washington Commanders. A.J. Brown was still an Eagle when he married Kelsey Nicole Riley on May 16 at the Montage Laguna Beach, a property owned by current United States Ambassador to Italy and Houston Rockets owner Tilman Fertitta.
What is BYU QB Bear Bachmeier’s Ceiling?
2025 was one of the best seasons in BYU football history. They won 12 games for just the fifth time in school history. They made the Big 12 Conference Championship Game and won an exciting Pop-Tarts Bowl over Georgia Tech. They finished ranked No. 11 in the final AP poll. Only three BYU teams ever, […]
Blue Jays Adjust Alejandro Kirk's Role Ahead of Yankees Series
With Alejandro Kirk nearing a return, the Toronto Blue Jays made a notable adjustment ahead of a pivotal weekend series against the New York Yankees.
How the Rangers Got Back to .500
The Texas Rangers are no longer a losing team after beating the Kansas City Royals on Thursday.
Brad Pitt fights for survival in 'Heart of the Beast' trailer as fans say he's 'cooler' than younger actors
Brad Pitt stars as a former Navy Seal fighting for survival in Alaskan wilderness in the new thriller "Heart of the Beast," directed by David Ayer.
HOMETOWN ENTERTAINMENT: Community theatre in Roanoke to stage ‘Romeo and Juliet’
Bear Theatre presents Romeo and Juliet at Community High School
Long Beach awards $54M in small business contracts
The biggest U.S. container port leveraged a program to award $54.4 million in materials and services contracts to small businesses. The post Long Beach awards $54M in small business contracts appeared...
Democrats try to repeal tax credit from 'Big Beautiful Bill'
Milwaukee Congresswoman Gwen Moore called it a “national voucher scheme.”
Grounds for celebration: Dean’s Beans named Massachusetts Rural Business of the Year
When founder Dean Cycon stepped down from his Dean’s Beans Organic Coffee Co. in 2023, he didn’t look for a wealthy outside buyer or a massive conglomerate to take over. Instead, he handed the keys directly to the roasters, packers and office staff who helped him build the brand. Three years into its journey as […]
6 Stunning Images That Show the Beauty and Impact of Science
BMC Health System's inaugural science imagery contest showcased the many ways team members bring science to life.
Cedric The Entertainer Signs With IAG
EXCLUSIVE: Independent Artist Group has signed actor and comedian Cedric the Entertainer for representation across the board. IAG will also represent A Bird And A Bear Entertainment, Cedric’s producti...
Juliano Valdi takes us behind-the-scenes of Michael Jackson biopic (exclusive)
'Michael' star Juliano Krue Valdi is sharing happy memories from the set of the Michael Jackson biopic, including hilarious moments with costar Colman Domingo and winning $50 in a bet with director Antoine Fuqua.
Sasquatch ‘sightings’ reignite fervour and scepticism about ape-like beast
Latest reports from rural Ontario add to tales going back decades about bipedal creature also known as Bigfoot
FIFA forces Haiti to remove political imagery from World Cup jersey
Haiti has been forced to change the design of its World Cup jersey after it was deemed too political by FIFA just months after the Caribbean nation had to amend its Winter Olympic uniforms.
These Are the Lowest Prices Ever on AirPods Pro 3 and AirPods Max 2
Yesterday we began tracking a new record low price on the AirPods Pro 3 on Amazon, and they're still available for $179.00 today, down from $249.00. This beats the previous Amazon low price by $20. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Inbox: That’s part of the beauty of this sport
Micah Parsons is real in everything he says and everything he does
Brad Pitt and a dog take on wolves and the Alaskan wilderness in 'Heart of the Beast' trailer
In David Ayer's 'Heart of the Beast,' Brad Pitt stars as a former soldier who is fighting for survival in Alaska alongside his combat dog.
Entertainment this week: Lila Lapanja meet and greet, Homewood Community Gathering and more
Friday, June 12 2026 Music at Ski Beach – 4-7 p.m., Fridays at Ski Beach in Incline Village – IVGID passes required For more information, visit https://business.ivcba.org/event-calendar/Details/2026-music-at-ski-beach-1745157?sourceTypeId=Hub. Meet & Greet with Olympian Lila Lapanja at...
SpaceX by the numbers: Six charts mapping businesses driving its IPO ambitions
SpaceX's market debut on Friday is expected to be the largest-ever IPO, capping the meteoric rise of a company that has reshaped the space business with reusable rockets and internet beamed from orbit and which now targets space-based AI.
Trump, 79, Sets Alarming Medical Record as Health Concerns Mount
A top doctor called the revelation “extraordinary.”
ArtBeat: Spotlight on the local arts events and entertainment
Here’s a closer look at what you can expect from the area’s events: June 4– June 10: The weekly preview of arts and culture events in the Greater Knoxville area is included in the Arts & Cultural Alliance. Summer Movie Magic: The Tennessee Theatre’s family-favorite Summer Movie Magic Series returns with three dates and six […]
Reporter of the Day: Rachel Flynn Covers Proposed Panama City Beach Entertainment Complex
In Reporter of the Day, viewers get a chance to go behind the headlines with NewsChannel 7’s Rachel Flynn.
Assessing Accel Entertainment (ACEL) Valuation After A Mixed Q1 Earnings Beat And Modest Share Price Reaction
Q1 report and tempered market reaction Accel Entertainment (ACEL) recently posted its Q1 results, with revenue up 8.5% year over year and ahead of analyst expectations, while earnings per share also beat forecasts but adjusted operating income fell short. The stock has seen a modest move higher since the release, suggesting that investors are weighing stronger top line and EPS figures against the softer adjusted operating income performance as they reassess the company’s current setup. See...
Eugene braces for 90-degree heat as Lane County health officials urge residents to prepare
With temperatures in Eugene expected to spike into the 90s Sunday and Monday, health officials and HVAC experts are urging residents to prepare now to stay safe
Politicians Have an Honesty Problem. Why Should We Accept That?
Outright falsehoods and shameless evasions now seem less like scandals than job requirements.
From The Sports Desk: Carolina claims Game 4 in back-and-forth Stanley Cup Final
Jordan Staal scored the go-ahead goal, as the Hurricanes beat the Vegas Golden Knights 5-3 and even the series 2-2. Plus, today’s World Cup spotlight is Uruguay’s Federico Valverde.
The number of uninsured Californians could nearly double by 2030, says new report
Historic cuts to Medicaid and low-cost California health insurance could leave 4.6 million residents with no coverage. A new report from the UC Berkeley Labor Center says the working poor, older workers and undocumented workers could bear the brunt.
Can Graham Platner beat the ‘true unicorn’ of American politics now that he’s the Dem nominee for Maine Senate?
Trump, 79, Desperately Trying to Avoid One Comparison as Health Declines
The near octogenarian doesn’t want to seem old.
The Supply Side: Walmart continues to expand its beauty business
The sale of beauty products is already a huge business at Walmart, with the retailer garnering roughly 20% of the estimated $107 billion industry sales annually, according to analysts at...
"Pitch Black" Preorders Now Live on Pokemon Center!
Preorders for select Pitch Black products are now available on the Pokemon Center! The set officially releases on July 17th. Elite Trainer Box Booster
Killer Bean Is A Very, Very Bad Game
Some cool ideas don't make this open-world action-shooter worth playing
Deals: AirPods Max 2, 240W Beats cable, MacBook Pro, more 9to5Mac
Today’s 9to5Toys Lunch Break is headlined by AirPods Pro 3 dropping even lower to the best price ever at $179...
Commissioner Young joined Virtua Health for beam signing celebration at Virtua Our Lady of Lourdes Hospital
On Tuesday, Commissioner Jonathan Young joined local leaders and healthcare professionals for a beam signing celebration at Samson Pavilion, the new six-story tower at Virtua Our Lady of Lourdes Hospital ... More
Destiny 2’s Monument Of Triumph Update Is A Beautiful, Tragic Ending
Destiny 2's finale update, Monument of Triumph, has arrived, and it's everything it needed to be. But it's an utter tragedy the game will die after this.
Solis Mammography expands in Florida with 2 new centers
The Addison, Texas-based breast imaging provider is opening outposts in both Boynton Beach and Delray Beach, expanding its footprint in the “vibrant” Miami metro area
Graham Platner tears into Republicans after clinching Susan Collins matchup in Maine, and other primary night takeaways
Graham Platner was all but certain to win Maine’s Democratic Senate primary on Tuesday. But the progressive populist Platner was on course to earn about three-fourths of primary voters’ support — effectively ending any question about whether Maine Democrats wanted him to be their standard-bearer against Republican Sen. Susan Collins in one of the nation’s marquee races in November.
Hurricanes beat Golden Knights 5-3 to tie Stanley Cup Final at 2-2
Game 5 is Thursday night at Carolina, which will potentially have two games on home ice in its bid to win its first Cup in two decades.
Far-from-perfect 10: Dodgers put up double digits in seventh to beat Pirates, spoil Paul Skenes' quality start
In a tie game in the bottom of the sixth, rain poured. Flags flew horizontally. Fans headed for covered sections. Then the rain stopped. A rainbow appeared. But...
Planned Parenthood fights back
Click in for more news from The Hill{beacon} Health Care Health Care The Big Story Planned Parenthood fights back Planned Parenthood took to Capitol Hill Tuesday, as st…
This Bernie Sanders-endorsed Democrat will try to oust California’s toughest GOP incumbent
Voters rejected establishment politics in a Central Valley primary. Randy Villegas, a political newcomer, beat moderate Jasmeet Bains by focusing on change
Pritzker opens door to new Bears talks, blames team for stadium stumbles
Gov. JB Pritzker says he’s open to trying to come up with a solution to keep the Bears from leaving Illinois, including a special session of the Legislature.
New York Yankees @ Cleveland Guardians: Gerrit Cole vs. Slade Cecconi
The Yankees’ ace looks to bounce back against the team that handed him his first loss in 627 days.
Oregon, all 36 counties reach updated behavioral health agreement to boost care
Mental health care services across Oregon are getting a boost under a new agreement between the state and all 36 counties aimed at improving accountability and
DoorDash Entertainment Essentials Late-Night Delivery: Subscribe
From beauty and fashion essentials to props and food, DoorDash is the best delivery service for last-minute set essentials. Subscribe to DoorDash.
The next hopeful winner in the Bears sweepstakes: Gary airport
Local officials say a Bears stadium in Hammond could help attract new business, private and even commercial air service. Some aviation experts aren't buying it.
Arts, Beats & Eats adds veteran honors, a Pride stage, T-rex and more
The festival has also made a deal with Royal Oak to stay in the city at least through 2030.
BofA strategists say tech stocks are flashing a bearish warning
The stock market has clawed back some recent losses, but BofA strategists say technical signals are flashing a bearish warning for what's ahead.
Micah Parsons' Caleb Williams prediction should worry Packers fans
Micah Parsons singled out Caleb Williams when asked who could become the NFL's best player, adding more momentum to the Bears quarterback's rise.
Yakima's insurance company authorizes appeal of verdict in ex-business owner's plaza lawsuit
Since the city has already met its $100,000 insurance deductible in the case, CIAW is bearing the costs of the case and could decide whether to appeal.
Six Years on, Local Businesses Still Feel Effects of March 2020 Tornado
Asphalt Beach and FLWR Shop return to East Nashville, while High Garden charts new location
Liverpool take first step to agree mammoth Premier League deal
Liverpool are reportedly in the race for a mammoth Premier League transfer. They've taken the first step.Liverpool may nor may not replace Ibrahima Konate this summer. The Reds will lose the defender ...
Bears RB duo came inches away from claiming NFL's top rank - and they have a strong shot to repeat as one of the league's best
The Chicago Bears running back duo of D'Andre Swift and Kyle Monangai ranked second in the NFL in latest RB duo rankings, and yet they still seem to be disrespected.
Carolina Country Music Festival brings business boost to Myrtle Beach
Businesses along Ocean Boulevard reported a busy weekend as thousands of people flooded the Grand Strand for the Carolina Country Music Festival.
Ringo Starr talks new tour and why he still loves drumming
DENVER — Even at 85, Ringo Starr eagerly awaits each new tour with his All-Starr Band not just to play his own material, which includes Beatles classics such as “Yellow
BEACON: How Benchmarking Combats the Reproducibility Crisis in Modern Science
A new initiative called BEACON aims to advance scientific reproducibility by uniting siloed benchmarking efforts across biomedical research.
Chicago Bears Mandatory Minicamp Storylines: Monitoring Kyler Gordon
Josh Naylor's grand slam powers Mariners past Orioles, 6-3
Josh Naylor hit a grand slam during a five-run fifth inning and the Seattle Mariners beat the Baltimore Orioles 6-3 on Monday night. Randy Arozarena had three hits for the AL West-leading Mariners, who have won 10 of their last 13 games. Baltimore, which was 1 for 9 with runners in scoring position, has lost three in a row for the first time since getting swept May 18-20 at Tampa Bay.
Blue mushrooms, shy trees and glowing seas: Beaker Street Science Photography prize
The 12 finalists will be exhibited at the Tasmanian Museum and Art Gallery, including images of newborn fish, a native wasp and satellite trails across the night sky
Oregon lands two-sport star Achilles Reyna
Seattle (Wash.) Rainier Beach edge Achilles Reyna committed to Oregon after his official visit to Eugene...
Mariners Facing Troubling Development After Colt Emerson News
Seattle Mariners rookie shortstop Colt Emerson was removed from the lineup.
South Florida businesses, airports preparing for influx of World Cup fans
South Florida isn’t just hosting the World Cup, it’s hosting the world’s biggest celebration with soccer, sunshine and South Beach selfies.
Beachwood road closed during mental health crisis response, police say
The Beachwood Police Department responded to a report of a person experiencing a mental health crisis early Monday afternoon.
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.
A Hoopaholic’s Monday Fret
Saturday was the first of many to come when the warm joy of early spring morphs to unbearable humidity. Really humid. One didn’t need a Temperature Humidity Index to know. Air that inquires, like what am I doing wandering outside when my shirt feels like dank dishrag? The calendar said early June. The weather read […]
State CFO attacks Jacksonville spending; city calls the criticism politics
Appearing in Jacksonville Beach, CFO Blaise Ingoglia said Jacksonville wasted $275.7 million in its current budget
The 26 Finalists for the 2026 Beaker Street Science Photography Prize
Where science meets art.
Gwen Graham as David Jolly’s LG? The speculation is loud and clear
The Jolly campaign has yet to confirm the pick, but a Tallahassee pastor spilled the beans.
Tate & Lyle accepts Ingredion’s $3.6B buyout bid
It’s the latest in a series of deals in the industry.
Yankees beat the Red Sox 6-1
Cody Bellinger's tiebreaking homer sparked a five-run eighth inning capped by Jazz Chisholm Jr.'s three-run drive, and the banged-up New York Yankees beat the Boston Red Sox 6-1.
Blue Jays’ Ernie Clement Sends Message After Series Win
Blue Jays beat Orioles behind Ernie Clement.
Scientists Reveal the Terrifying Truth Behind Earth’s Most Powerful Eruption - Futura-Sciences
Scientists Raise the Alarm This time, the University of Oxford has taken on the task, announcing that super volcanic eruptions—far more frequent than previously believed—could threaten our entire civilisation. Let’s not beat around the bush, because this is just about the worst natural disaster imaginable. An explosive display of such...
Police: Suspect arrested after man shot in head outside Sandbar sports bar in Miami Beach
A suspect has been arrested after a man was shot in the back of the head Friday outside the Sandbar sports bar in Miami Beach, authorities confirmed.
Why Banning Shark Fishing Isn’t Enough to Save Them, According to Science
As of 2021, Caribbean reef sharks are categorized as Endangered by the IUCN Red List. To protect them, we need to stop exploiting them by introducing shark fishing bans. A new Florida International Un...
$1.5M Gift Establishes the Chase-Bear-Dyer Advanced Triage Unit at UConn Health and the Chase-Bear-Dyer Family Classroom at the UConn School of Law
The gift will expand the emergency care department at UConn Health and enhance learning spaces for School of Law students
The Bear’s Den, June 8, 2026
The Chicago Bears and Hammond Indiana stadium dominates the news and the comment sections
Impulse Passes $1 Billion in Funding
Redondo Beach-based Impulse Space Inc. catapulted past $1 billion in total capital raised Tuesday with a new $500 million series D funding round, led by
Bristol shock Gloucester-Hartpury to end season on high
Bristol Bears stun defending Premiership Women's Rugby champions Gloucester-Hartpury with a 26-21 win at Kingsholm on Sunday.
Giants Put Together 10th-Inning Rally, Edge Cubs 2-1
San Francisco Giants bookmark single runs in the first and 10th inning as they beat Chicago Cubs.
Local business purchases Loudoun Stairs in Purcellville
Purcellville-based Loudoun Stairs, a business founded by Brent Mercke nearly 40 years ago, was recently sold to local businessmen Scott Carpenter, Charles Beach, Paul Ferrari and Benjamin Carpenter.
VIEW Tech stocks dive as Fed bets rattle AI rally
Asian markets extended last week's bruising selloff with high-flying semiconductor stocks taking the heaviest beating and South Korea's KOSPI sinking more than 4.5%.
Entertainment Notebook: Fringe Festival Underway; Kings of Coke & The Blind Couple from Mali
The 2026 Montreal Fringe Festival is officially underway, continuing until June 21.