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Why 'Heated Rivalry' season 2 hopeful Jack Innanen couldn't make role work
Jack Innanen, a longtime 'Heated Rivalry' hopeful, was offered a season 2 role, but the 'Adults' and 'Big Mistakes' star couldn't accept due to production conflicts, EW can confirm.
POP Culture Group Reports Stellar Half-Year Results: Robust Business Growth with Revenue Surging 141% Year-Over-Year
During the reporting period, the Company recorded net revenue of $68,902,790, representing a year-over-year increase of 65% compared to $41,813,266 in the same period of 2024, marking a leapfrog expansion in business scale. Revenue from the digital entertainment segment increased from $37.18 million for the six months ended December 31, 2024 to $66.57...
Sydney Sweeney reacts to 'Euphoria' 'cast drama' rumors after final season
Sydney Sweeney responded to 'cast drama' rumors after 'Euphoria' ended with a heavily maligned final season, and spoke about 'clickbait' that's written about her.
Fire Emblem: Fortune's Weave's world map is partially inspired by medieval Spain, even if the Dagdan Empire setting looks much older
The next Fire Emblem is mixing Greek and Roman influences with names borrowed from medieval Spain, but the map is completely different.
Xbox CEO Asha Sharma teases "radically different business models", hints at potentially cheaper console to arrive this year
Xbox's newly-appointed CEO has hinted at what could be a major shakeup to the console model business that could help it navigate the RAM apocalypse
West Ham sponsor Boyle Sports ‘extremely concerned’ by David Sullivan allegations
Bookmaker says it supports football's independent regulator in reviewing the claims against Sullivan, which he denies
For FIS, whose sports drive the Winter Olympics, a contentious election arrives
Star athletes are calling for change. The incumbent isn't giving up easily. And it comes at a critical time for the future of winter sports.
This week in Santa Cruz County business: Events aim to boost visitors to Seabright amid latest Murray Street Bridge closure; air corridor project underway; Joby-Archer lawsuit developments
With the Murray Street Bridge set to be closed through September, business owners and community leaders have plans to bring visitors to the neighborhoods around the Santa Cruz Harbor this summer. Jessica M. Pasko's weekly look at local business also includes updates on a project to connect four regional airports, including Watsonville's; legal jabs between air mobility rivals; and plenty more names, numbers and dates to know.
Gears of War creator Cliff Bleszinski believes Xbox is "steering the 'ship' back in the right direction", as E-Day skips PS5
Gears of War creator Cliff 'CliffyB' Bleszinski says Xbox "hurt their loyal tribal fanbase's perception of the brand".
Pate lauds new Iowa law targeting fake business filings
Iowa Secretary of State Paul Pate says a new state law is a good first step to address scammers using an actual Iowa address when filling out online forms to register the name of a fake business. “What they’re doing to these poor homeowners is now setting them up for concern about what liabilities they […]
Serena Williams and the coming reckoning with GLP-1s and performance enhancement
GLP-1s are not prohibited; the way they work means they might never be. Anti-doping authorities are still monitoring how athletes use them.
Xbox CEO outlines strategy to prioritise cost-efficiency and exclusive titles over premium hardware
"We will continue to look at new business models – that's what is needed rather than premium, high-performance consoles," says Asha Sharma
Meet the Researcher: Jianbin Ruan, UConn Health
Jianbin Ruan's lab studies how our immune system works at the molecular level, paving the way for better treatments
Chesterfield-based entertainment agency forms music education nonprofit
“(It’s) basically a proof of concept ... what we’re doing, who we want to help,” Harry said. “We’re going to lean preferably to nonprofit organizations in this space that are focused on kids. Getting them exposed to music at an early age.”
NSF to remove four measurement arrays in the deep ocean
The National Science Foundation will remove four ocean monitoring stations used to collect measurements of ocean temperature, currents and more.
Kean misses narrow vote giving Trump immigration effort $70 billion NJ Spotlight News
'These gulags shouldn't exist in our country,' says Conaway, while House speaker praises GOP for doing 'responsible thing'
Connections: Sports Edition today: Hints and answers for June 10, 2026, puzzle No. 625
Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.
Sydney Sweeney hopes her cut 'Euphoria' pole-dancing scene is released: 'I put a lot of hard work into that'
Sydney Sweeney, who played Cassie on 'Euphoria,' says there was a pole-dancing scene that was cut. Here's why she was disappointed.
Fire would love to be part of the battle for Chicago’s sporting soul
Sporting director Gregg Broughton has big ambitions for the Chicago Fire to be a major player in the Windy City.
Former Superman Dean Cain takes jab at Milly Alcock's Supergirl
Milly Alcock, star of the new movie 'Supergirl,' was the butt of a joke posted on social media by actor Dean Cain, who played a ʼ90s TV Superman.
Food allergy group calls out Mindy Kaling's 'Not Suitable for Work' over 'dangerous' shellfish plotline
Mindy Kaling's comedy series 'Not Suitable for Work' included a 'dangerous' plotline involving shellfish, FARE, a food allergy awareness group, claims.
Andy Cohen reveals Jennifer Lawrence figured out how the 'Summer House' reunion leaked
After Bravo's three-part reunion for 'Summer House,' host Andy Cohen revealed the A-list actress who helped the network find the culprit of the viral leaked audio.
Horrifying 'America's Got Talent' act makes judges and audience look away: 'Have you ever watched a film called 'Misery'?'
This 'America's Got Talent' act horrified onlookers with their gruesome act. Even the judges couldn't stand to watch.
Resolution honoring LGBTQ health center in Arlington rejected by Tarrant commissioners
County commissioners voted along party lines not to honor the HELP Center for LGBTQ+ Health.
Steven Spielberg doesn't want to be the first human to meet aliens: 'I would not be the right person'
Steven Spielberg says that he doesn't want to be the first human to meet alien visitors: 'I would not be the right person.'
Former late-night host isn't sure he could have navigated Trump's presidency
Former 'Late Late Show' host Craig Ferguson said he isn't sure how he would have handled Donald Trump's presidency: 'I'm glad I didn't have to, to be honest.'
James Van Der Beek's first wife says he gave blessing to her new marriage before his death
James Van Der Beek's first wife, Heather McComb, says the late 'Dawson's Creek' actor gave his blessing to her new marriage before his death: 'Something that I will always hold on my heart.'
Lesley Stahl says Paramount boss David Ellison promised editorial independence for '60 Minutes'
Veteran journalist Lesley Stahl says Paramount boss David Ellison promised editorial independence for '60 Minutes' during a phone call following Scott Pelley's firing.
Federal science agencies facing a ‘generational loss,’ nonprofit says
New research from the Partnership for Public Service finds that many science agencies were cut deeply in the Trump administration’s workforce overhauls.
GM Doubles Down On Energy Business To Serve Data Center Electricity Demand
The carmaker scaled back electric vehicle plans, but is going all in on advanced batteries, including a new sodium-ion chemistry designed for large-scale power storage.
'The Pitt' star reveals another character is leaving the ER ahead of season 3: 'I'm scared and nervous'
'The Pitt' star Shabana Azeez reveals why her character won't be working in the ER in season 3.
Understanding the exposome
The world around us influences our health in countless ways. New tools and approaches are helping scientists measure our environmental exposures—both good and bad—on a large scale in the hopes of improving prevention and treatment strategies.
Manor College Announces Spring 2026 Dean’s List
Students on the Dean’s List carried a minimum of 12 credits while earning a 3.5 GPA or higher. Manor College announced the students who earned a place on the Dean’s List for the Spring 2026 semester. Students on the Dean’s List carried a minimum of 12 academic credits for the semester while earning a 3.5 Read more >
Chasing Storms for Science
Storm chasers Jen Walton and Anastasia Tomanek, of Girls Who Chase, work with the Doppler On Wheels team to pursue the secrets of tornadoes and hailstorms.
Is Donald Trump going to Game 4 of the NBA Finals?
After getting booed at Madison Square Garden and overseeing the end of the New York Knicks' historic winning-streak, Donald Trump has revealed whether he plans to attend Games 4 and 5 of the NBA Finals.
How Employee Recognition Breaks Down as Businesses Grow — and How to Fix It Before It Costs You
Recognizing employees positively impacts engagement and the broader business culture. As businesses scale, leaders need a reliable way to deliver recognition in the moment. Here's how.
Seattle Parks and Recreation Hosts Racquet Sports Strategy Meetings
Seattle Parks and Recreation (SPR) is hosting a second round of public engagement meetings for the Outdoor Racquet Sports Strategy to present findings from the first phase of public engagement and to hear additional feedback from the public. This strategy was developed in response to growing popularity of both sports, as well as from feedback […]
Steven Spielberg exposes the truth about his latest extra-terrestrial thriller 'Disclosure Day'
Steven Spielberg is still looking to the stars. The 'E.T.' filmmaker and actors Emily Blunt, Josh O'Connor, Colman Domingo, and Colin Firth declassify their mysterious thriller 'Disclosure Day.'
Mejia named to Small Business Committee, her second committee seat
Rep. Analilia Mejia (D-Glen Ridge) received a second committee assignment today, taking a seat on the House Small Business Committee. Mejia, who won a
NYC Health + Hospitals/Bellevue Marks 200th Transcatheter Aortic Valve Replacement
New York, NY – NYC Health + Hospitals/Bellevue announced a major milestone in its cardiovascular program: the completion of its 200th minimally invasive
NBA legend Charles Barkley makes wild Cardi B joke during Spurs-Knicks playoffs game
NBA legend Charles Barkley made a wild joke about Cardi B at the San Antonio Spurs-New York Knicks playoffs game as the rapper performed at halftime.
We're getting our first HD-2D Final Fantasy game, and it's based on the now-shuttered mobile title Brave Exvius
Rain on your parade.
Emmy Rossum and Liz Meriwether unpack their 'twisty' crime thriller 'Furious' in exclusive first look
'Entertainment Weekly' has your exclusive first look at Emmy Rossum and Liz Meriwether's 'twisty' new crime thriller, 'Furious': 'I want people to be on the edge of their seat.'
Boise Metro Chamber names finalists for 2026 Small Business and Excellence Awards
The Boise Metro Chamber has announced finalists for its annual Small Business and Chamber Excellence Awards, with winners to be recognized at a luncheon June 23 at Boise Centre East. The event begins with a trade show reception at 11 a.m., followed by the awards program at noon. The ceremony will also include induction of
Donald Trump reacts to being booed in the room at NBA Finals game
Donald Trump responded after New York Knicks fans booed him at the NBA Finals game inside Madison Square Garden.
Jack Schlossberg responds to Madonna saying his uncle, JFK Jr., was 'best f---' of her life
John F. Kennedy Jr.'s nephew, Jack Schlossberg, has reacted to Madonna saying his uncle was the best sex of her life.
Business Report's Excellence in Health Care Awards spotlight the leaders redefining care in the Capital Region
Some of the biggest names in health care will be honored this summer as Business Report hosts the inaugural Excellence in Health Care Awards, recognizing the leaders, clinicians and organizations strengthening care delivery across the Capital Region. Finalists and honorees will be celebration at an awards dinner on Wednesday, Aug. 12 at the Crowne Plaza […]
Business Report's Excellence in Health Care Awards spotlight the leaders redefining care in the Capital Region
Some of the biggest names in health care will be honored this summer as Business Report hosts the inaugural Excellence in Health Care Awards, recognizing the leaders, clinicians and organizations strengthening care delivery across the Capital Region. Finalists and honorees will be celebration at an awards dinner on Wednesday, Aug. 12 at the Crowne Plaza […]
Donald Trump appeared to fall asleep at NBA Finals game — and Jimmy Kimmel anticipated it
President Trump was in the building for the Knicks-Spurs game on Monday night, but he appeared to doze off during, which Jimmy Kimmel saw coming.
J.Lo explains why she dropped out of Madonna, Britney Spears' VMAs performance
Jennifer Lopez confirmed she was asked to join Madonna and Britney Spears for 2003 MTV VMAs performance and revealed why she didn't end up doing it: 'We rehearsed and everything,' J.Lo recalled.
UT Health San Antonio awarded American Cancer Society SHaRP grant to advance cervical cancer screening
Contact: Eileen Teves, 210-450-7239, tevese@uthscsa.edu Content provided by Lauren Michalk SAN ANTONIO, June 9, 2026 – UT Health San Antonio has been selected as a recipient of the American Cancer Society’s Self-Collected Human Papillomavirus Readiness Pilot (SHaRP) grant, a national initiative designed to help health care organizations prepare for and implement HPV self-collection as part […]
Victor Wembanyama achieves New York sports villain status with dominant Game 3
Wembanyama's performance in Game 3 stunned the Knicks home crowd and vaulted him into lofty company among New York sports opponents.
A San Antonio middle school is banking on the sports medicine industry
The sports medicine field is expected to grow in Texas. One San Antonio middle schools hopes it can shape the industry’s future physicians.
Letters: Citizens United upended politics | Uncle Lou and the rule of law | UFC is a step too far
The 2010 court case, which brought corporate influence squarely into the middle of elections, tipped the scales.
Personnel note: Andy Bardos joins Shutts & Bowen as partner in Tallahassee
'We are thrilled to welcome an attorney as widely respected as Andy to the firm.'
NC expands specialized mental health supervision to all 100 counties
Specialty Mental Health Supervision program uses specially trained officers to help people with serious mental illness access treatment and reduce justice system involvement.
Unique Nebraska business offers retail storefront for farmers
Rural residents near O’Neill banded together to open a store where they could market their home-raised meat and other farm products.
Tickets, travel, politics, the USMNT and more: 100 things to know about the 2026 World Cup
From tickets to the trophy, presidents to prize money and everything in between, this is your one-stop shop for everything you need to know
Connections: Sports Edition today: Hints and answers for June 9, 2026, puzzle No. 624
Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.
Donald Trump greeted with boos at Madison Square Garden during NBA Finals game
Donald Trump was greeted with boos at Game 3 of the NBA Finals, which saw the San Antonio Spurs face off against the New York Knicks at Madison Square Garden. The Spurs won 115-111.
Jason Momoa drops out of Justin Lin's 'Helldivers' movie
'Aquaman' star Jason Momoa will no longer appear in director Justin Lin's movie adaptation of the 'Helldivers' video game.
Citizen Science Can Benefit Wetland Restoration
Citizen science can greatly expand the scale and coverage of data collection, highly benefiting wetland restoration across Europe.
Georgia, Nebraska ban teams from scheduling Texas Tech in wake of Brendan Sorsby ruling
The memo from the school's compliance director comes after Sorsby was granted a temporary injunction to play despite a history of gambling.
8 Hard Truths About Franchising Your Business (Before You Scale Too Soon)
Franchising isn’t just about expanding a business — it’s about transforming one.
Madonna's 'Confessions II' film is her boldest (and best) work in years
Madonna's 'Confessions II' breaks down the icon's legacy and previews her new album. EW reviews the short film's significance in her canon and why it's her best work in years.
CFHLA endorses 4 incumbents in Orange, Osceola and Seminoles races
Mike Scott, Viviana Janer, Jay Zembower and Amy Lockhart picked up the endorsements.
Colorado Scales Back Software and Other Business Tax Exemptions
Colorado Gov. Jared Polis (D) signed legislation repealing a series of business tax exemptions to raise revenue for an expanded working families tax credit and balance out revenue gaps resulting from President Donald Trump’s 2025 tax law.
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.
Samsung and Google are winning the wearable update war by doing nothing
Shocking watch OS 27 compatibility cuts give Samsung and Google a massive victory over Apple in wearable software longevity.
Colorado Supreme Court to decide whether out-of-state defendant may be prosecuted for in-state crime
The Colorado Supreme Court recently announced that it will decide whether Douglas County prosecutors had grounds to pursue criminal charges against a woman in New York whose conduct occurred outside of Colorado. Erin Brennan and her children lived in New York, and her ex-husband moved to Colorado after their divorce. In 2022, she proposed a […]
Taiwan’s tallest tree found with help of citizen science
Deep in Taiwan’s misty mountains, researchers have confirmed the tallest tree in the country: a thousand-year-old fir tree higher than a 20-story building, which they’ve named “the heaven sword of the Da’an River.” Climbers scaled the tree and dropped a measuring tape from the top to the forest floor during the Lunar New Year holiday […]
54 Utah Legislators Rack Up 100% Small Business Voting Records
NFIB Utah small business voting record for the 2025-2026 session of the Legislature
Small Business Association of Michigan CEO says health care reckoning coming for small businesses
Small Business Association of Michigan CEO Brian Calley says the rising cost of employee healthcare is the looming giant for employers.
Xbox explains new exclusives policy: players "can expect a reliable pipeline" of exclusive titles in service of "turning around the business"
Matthew Ball says "we know how we're going to make those decisions," with internal and external communication to follow
SeaWorld San Diego Summer Concert Series Returns for 2026
Ashanti, Bow Wow, Soulja Boy and more headline SeaWorld San Diego’s Summer Spectacular Concert Series through Aug. 29.
Klinic Raises $24M for Behavioral Health, Speciality Provider Enablement Platform
Frisco, Texas-based Klinic Inc. has raised $24 million. The company offers a digital enablement platform, akin to Shopify for independent healthcare
Europe pours money into ocean research as Trump guts science funding
US withdrawal means Europe is a lifeline for ocean research, although a poorer one.
'SNL' icon Jim Downey recalls O.J. Simpson calling every Sunday to complain about 'Weekend Update' jokes at his expense
Before Jim Downey and Norm Macdonald were fired from 'SNL,' O.J. Simpson would call the head of NBC to complain about the duo's 'Weekend Updates' jokes about him.
Michael Owen endorses Byron Donalds for Governor
Michael Owen joins growing list backing Byron Donalds for Governor.
Kurt Russell recalls ‘difficulties’ between Michelle Pfeiffer and 'Tequila Sunrise' director
Kurt Russell says there were 'difficulties' between Michelle Pfeiffer and director Robert Towne on the set of the 1988 crime thriller 'Tequila Sunrise.'
'The View' cohost grills Laverne Cox on dating pro-Trump policeman: 'Didn't plan to fall in love'
Laverne Cox responded to 'The View' cohost and former Donald Trump staffer Alyssa Farah Griffin grilling her on dating a pro-Trump police officer: 'People show you who they are eventually,' Cox said.
'Scooby-Doo: Origins' reveals what mystery-solving pup looks like in Netflix prequel, marking a first for the franchise
'Scbooy-Doo: Origins' revealed what the Great Dane pup in the upcoming Netflix prequel looks like.
St. Pete faith leaders endorse Ken Welch for re-election
The endorsements add to backing from many local elected officials, unions and community figures already supporting Welch's campaign.
Should personal scandals matter at the ballot box?
How much do democrats really care about questions of character for potential political leaders? And in an era of hyper-polarization… has the calculus changed?
Colman Domingo stars in trailer for movie shot in 'every available' format — including new IMAX lens (exclusive)
Take an exclusive look at Colman Domingo and Abigail Breslin in the trailer for 'Chapter 51,' the upcoming movie that utilizes 'every available film format' — including one never used before.
FCC chair calls Scott Pelley ‘out of touch’ for claiming '60 Minutes' firing was unexpected
FCC chair Brendan Carr called Scott Pelley 'completely out of touch' after the veteran journalist claimed he wasn't expecting to be fired from '60 Minutes' for criticizing new CBS News leadership.
Savannah Guthrie posts emotional message as search for mom Nancy continues
Savannah Guthrie has shared a poignant note as the search for her missing mother Nancy Guthrie continues, four months after she disappeared.
Worse than he thought: Blaise Ingoglia again blasts Jacksonville budget, alleges $275M in wasteful spending this fiscal year
'Somebody needs to rein in local government here.'
Billy Joel inducts Dennis Arfa into Long Island Music and Entertainment Hall of Fame
Billy Joel inducted his longtime booking agent Dennis Arfa into the Long Island Music and Entertainment Hall of Fame for his 50 years of industry impact.
Idris Elba never thought a Black actor being cast as James Bond was 'realistic': 'Let's not try and make it woke'
Despite over a decade of rumors that he should be the next James Bond, Idris Elba believes that it was 'never legit' and that many would never accept a Black man in the role.
Your YouTube Premium Price is Going Up Right Now
When Google told us that a YouTube Premium price increase was coming, they set June 8 as the day most would see it arrive on their bills. Well, today is June 8, so be ready for that monthly...
Rosie O'Donnell slams Donald Trump as 'a--hole' and 'psychopath' upon return from Ireland
Rosie O'Donnell returned from Ireland and slammed Donald Trump's 'horrific' political landscape and called him out for farting: 'He is a conman, he is a narcissist, and he is a psychopath.'
Serious Mental Illness Startup Vanna Health Taps New CEO
This is an exclusive BHB+ story. For the first time since its founding in 2021, serious mental illness startup Vanna Health has a new CEO. Dr. Liz
Serious Mental Illness Startup Vanna Health Taps New CEO
This is an exclusive BHB+ story. For the first time since its founding in 2021, serious mental illness startup Vanna Health has a new CEO. Dr. Liz
Hugh Laurie slams writer for criticizing 'House' 14 years after its finale: 'Wasn't meant for you'
Hugh Laurie channeled Dr. Gregory House himself when responding to criticism of the medical drama on which he starred for eight years: 'It wasn't meant for you.'
DeVos Students Deliver Business Insight Across Great Lakes Bay Region and Beyond
Another strong fieldwork partner was United Bay Community Credit Union, which Shea said stood out because of its clear mission, active community presence, and deep commitment to the members it serves. “As students interviewed members, visited branches and engaged with UBCCU’s leadership team, they saw firsthand why people choose the credit union for their financial […]
Stepful banks $55M to scale AI-powered medical training to boost the workforce pipeline
Healthcare staffing shortages are a near-universal problem for healthcare providers. | The company currently works with more than 35 major healthcare systems and has graduated over 32,000 practice-ready healthcare workers since its founding.
$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
Study: Access to Health Care for Rural Residents with Disabilities Severely Lacking in All Researched Areas
While accessing health care is hard for rural residents, it’s even harder if they have disabilities, new research finds. According to a study by the
A San Antonio middle school is banking on the sports medicine industry
The sports medicine field is expected to grow in Texas. One San Antonio middle schools hopes to boost interest in the industry.