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Final Injury Report for Valkyries-Storm: Will Ezi Magbegor Play?
The Seattle Storm may be without one of their key players in Friday night’s game against the Golden State Valkyries.
How to See Which Mac Apps Will Stop Working After macOS Golden Gate
Apple is phasing out support for Rosetta 2, which is a feature that allows Intel-based apps to run on Apple silicon Macs. Rosetta is going to stop working for most apps in macOS 28, and when that happens, apps that use it will stop working. Apple began warning customers and companies about the upcoming sunsetting of Rosetta with macOS Tahoe, and the warnings go even further in macOS Golden Gate.
Elden Ring Director Insists FromSoftware Is Free to Make the Games It Wants To, Teases 'Unannounced Titles'
Dark Souls and Elden Ring creator Hidetaka Miyazaki recently commented on the shareholder pressure that is putting FromSoftware parent company Kadokawa in the news lately. Reassuring fans, he insisted that Fromsoftware can still “freely make the kind of games we want to make without excessive interference."
Gamehost Shareholders Approve Sale to Pure Casino Entertainment
Red Deer, Alberta--(Newsfile Corp. - June 12, 2026) - Gamehost Inc. (TSX: GH) ("Gamehost") announced that its shareholders (the "Gamehost Shareholders") have approved its previously announced transaction with Pure Casino Entertainment Limited Partnership ("Pure") pursuant to which a subsidiary of Pure will acquire all of the outstanding common shares of Gamehost (the "Gamehost Shares") for $13.65 in cash per share (the "Transaction"). The Transaction was approved at a special meeting of the...
FromSoftware Shareholders Push for More Sequels, But President Wants to Create "Valuable Games"
FromSoftware president is standing by his approach, despite pressure from shareholders for more sequels to the studio’s most popular games.
From The Sports Desk: Mexico wins opener, U.S. starts its World Cup journey tonight
The U.S. men’s national team and its ‘Golden Generation’ play Paraguay in Los Angeles today. Plus, France’s Kylian Mbappé is today’s World Cup spotlight.
Lost restaurants of San Diego: Nightlife, cocktail lounges and entertainment dining
Clinking glasses, the low hum of conversation, music drifting through dimly lit rooms — San Diego’s nighttime dining culture unfolded in sound as much as sight.
Dalton and Tristi's NBA mock draft 3.0: Who Warriors, Kings pick in first round
NBC Sports Bay Area and California predicts who the Golden State Warriors and Sacramento Kings will pick in the 2026 NBA Draft's first round.
Stanley Cup Final: John Tortorella says Golden Knights will force a Game 7 — 'I'm going to leave my clothes here'
Brian Bille Appointed General Manager Of Learfield’s Mississippi State Bulldog Sports Properties
Learfield, the exclusive multimedia rights holder of Mississippi State Athletics, has announced Brian Bille as the General Manager of its locally based team,...
UT Austin researchers create nanoscale Longhorn using DNA origami
UT Austin researchers folded DNA into a nanoscale Longhorn, demonstrating a breakthrough that could help deliver cancer drugs more precisely and speed up the production of advanced materials.
Future of college sports shouldn’t be dictated by Congress: Sen Rand Paul
Sen. Rand Paul proposes the Collegiate Sports Integrity Act to remove antitrust liability and let stakeholders, not Congress, govern college sports reform.
A mysterious ‘cold blob’ in the ocean has puzzled scientists. A new study says it’s an ominous sign
In the North Atlantic Ocean, south of Greenland and Iceland, a swath of water is doing something very strange. While the rest of the ocean heats up; it’s been getting colder. A team of scientists say ...
Tomb Raider: Legacy of Atlantis developers used gen AI to get "the right answers faster", Crystal Dynamics explains
Tomb Raider: Legacy of Atlantis developers Crystal Dynamics and Flying Wild Hog used gen AI to create placeholder assets to assist with visualisation.
Flutter Entertainment to Delist From London, Trade Solely in New York
The FanDuel owner said trading volumes and regulatory costs meant delisting from the U.K. exchange was in the best interests of the company and shareholders.
Flutter Entertainment to Delist From London, Trade Solely in New York
The FanDuel owner said trading volumes and regulatory costs meant delisting from the U.K. exchange was in the best interests of the company and shareholders.
Penalty trouble pushes Golden Knights to brink of elimination
Unfortunately for the Vegas Golden Knights, the Carolina Hurricanes would be the first team to figure out how to control a game in a wild Stanley Cup Final.
Ex-UK political aide Steve Hilton pledges 'common sense' overhaul if elected California governor
The Trump-backed candidate is running as a Republican in the deeply liberal state on a platform that he says isn't beholden to party ideology.
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.
Nintendo and The Pokemon Company update Palworld lawsuit, limited to older versions only
There’s been another development involving Nintendo and The Pokemon Company’s lawsuit against Palworld. When all is said and done, the legal battle will only involve the current version of the game. It’s now been discovered that Nintendo and The Pokemon Company amended the scope of their claims. Originally, they were going after all versions of Palworld. However, things have changed...
NBA Champion Robert Horry Wants Caitlin Clark To 'Protect Herself'
Caitlin Clark received some straightforward advice from a seven-time NBA champion earlier this week. It's no secret that Clark has dealt with plenty of physicality since entering the WNBA in 2024. Roughly three weeks ago, the star guard for the Indiana Fever had a heated exchange with Golden State ...
Using AI for medical advice; pelvic floor exercises; the hidden dangers of burning incense; plus other stories with Vanderbilt Health sources
Colin Walsh, MD,Associate Professor of Biomedical Informatics, was on WTVF News Channel 5‘s “Morningline” show in an interview about whether or not it is safe to use AI for medical advice. Time magazine reporter Stacey Colino interviewed Elisabeth Sebesta, MD, Assistant Professor of Urology, for a story about pelvic floor exercises for issues including menopause, erectile dysfunction and urinary incontinence in men. “Each Breath,” published by the American Lung Association, quoted Brian Christman, MD, Adjunct Professor of Medicine, for a story about the hidden dangers of burning incense. William Schaffner, MD, Professor of Preventive Medicine, was quoted by several news outlets about public health issues, including: Healthline (low vaccination rates lead to more cases of measles, whooping cough and other preventable diseases); ABC News (U.S. measles cases surpass 2,000 for second year in a row); and CIDRAP News (high-dose flu shots cut rates of hospitalization in older adults). Sarah Rohde, MD, Associate Professor of Otolaryngology-Head and Neck Surgery, was quoted in a People magazine story on patient Makalii Andrade, a surfer from Kauai Island who suffered a serious neck injury in 2022 and recently underwent surgery at Vanderbilt Health to begin the final phase of his recovery. James Crowe, MD, Director of the Vanderbilt Center for Antibody Therapeutics, for a piece in Nature about antibodies against a strain of Ebola. SFGATE reporter Gillian Mohney interviewed Xue Zhong, PhD, Research Assistant Professor, Division of Genetic Medicine and Clinical Pharmacology, for a story about a study of a blood test looking at Alzheimer’s disease biomarkers. Matthew Franklin Mart, MD, Assistant Professor of Medicine, was quoted in a Healio story about how inflammation and illness severity is linked to less cognitive resilience after a person has been an ICU patient. The “How We Really Feel” podcast host Sula Windgassen, PhD, interviewed Lindsey C. McKernan, PhD, MPH, Associate Professor of Psychiatry & Behavioral Sciences, Physical Medicine & Rehabilitation and Urology, for an episode focusing on pelvic and bladder health. The podcast is also available on YouTube and the podcast website. In addition, podcaster Monica Sanford interviewed cardiologist Mark Glazer, MD, for her podcast “The Monica Sanford Show”; the two-part interview is here and here.
Mary Means Business: Firearm training simulator open in Columbus
Golden Triangle Trigger Time is officially open in Columbus.
A Look At Flutter Entertainment’s Valuation As Shares Rebound But Long Term Returns Lag
Event driven snapshot Flutter Entertainment (NYSE:FLUT) recently attracted attention after a period of mixed share performance, with the stock rising over the past month but still showing declines over the past year and year to date. See our latest analysis for Flutter Entertainment. At a share price of US$112.94, Flutter’s recent momentum has been strong in the short term, with a 30 day share price return of 20.20%. However, the 1 year total shareholder return is still down 58.07%, which...
Several things I like about macOS 27 Golden Gate that have nothing to do with AI
AI aside, Golden Gate includes a bunch of subtle-but-helpful improvements.
Bypass Siri AI Waitlist on macOS 27 Golden Gate Beta: Here's How
If you installed the macOS 27 Golden Gate developer beta and have signed up to the Siri AI waitlist but are still waiting to be accepted, there's a Terminal command workaround that enables the new virtual assistant on your Mac immediately. If you're still reading, since you're on the first macOS 27 developer beta, we're assuming you are running it on a test machine, and not on your primary Mac. We're also assuming you're comfortable with using the Terminal app.
An ancient whale graveyard in the Indian Ocean teems with life
Located up to 23,000 feet below the surface of the southeastern Indian Ocean, the site spans the largest area and is so far the deepest and oldest found.
TST Best Bets: June 11, 2026
History unfolded last night as the New York Knicks completed the largest-ever NBA Finals comeback in Game 4 against the San Antonio Spurs, wining 107-106 and going up 3-1 on the series.
Michael Bisping breaks down Ciryl Gane vs Alex Pereira
History could be made in the UFC Freedom 250 co-main event on Sunday. Former two-division titleholder Alex Pereira has the opportunity to become the first fighter in the promotion's history to win championships in three different weight classes. Pereira takes on former interim champion ands title ...
Apple’s iPadOS 27 beta downloads briefly included two unsupported iPad Pro models
Apple briefly listed iPadOS 27 beta 1 restore images for two older iPad Pro models before removing them from its developer downloads page.
The secret to healthy aging could be hiding in skeletal muscle
The powerful role of exercise in maintaining skeletal muscle could be the key to improving health and resilience in older age, according to new research from Monash University. The new research, published ...
Stanley Cup final one for the ages
High-scoring, history-making, lead-blowing hockey is on full display in the Stanley Cup Final between the Vegas Golden Knights and Carolina Hurricanes. But is it among the greatest finals ever played? “Everyone that texts me is saying it’s the best hockey they’ve ever watched,” Hurricanes defenseman Jaccob Slavin said. “It’s been fun to play. There’s a […]
WHO urges targeted action to strengthen emergency workforce capacities for shared health risks across the Asia-Pacific region
At a time when the world is more interconnected than ever, the World Health Organization (WHO) is disseminating a comprehensive regional analysis of shared health risks across Asia and the Pacific, urging Member States to invest in enhancing workforce capacities regionwide to mitigate these risks and ensure health systems are better prepared to anticipate, tackle and withstand a range of crises and shocks. Over 100 delegates from 49 countries and areas in the Asia-Pacific region reviewed results from the regional risk analysis during the WHO-led Asia Pacific Health Security Action Framework (APHSAF) Stakeholders Meeting in Malaysia. Synthesizing insights from 21 strategic risk assessments and more than 800 multisectoral experts, the regional analysis highlighted an urgent imperative: countries must proactively invest in emergency workforce preparedness to navigate a landscape where climate hazards, disease outbreaks and geophysical events increasingly overlap. These complex converging crises create devastating, compounding impacts on health systems and communities – reiterating the need for investing in a fit-for-purpose regional health workforce and multisectoral action.Key findings: an evolving risk landscape More than half of the participating countries ranked flooding, cyclones, dengue and pandemic-potential respiratory pathogens as being of high or very high risk, while antimicrobial resistance, landslides and gastroenteritis remain widespread concerns as well. “Given that 51% – over half – of these assessed hazards are deeply interconnected, isolated health interventions are no longer sufficient,” said Dr Saia Ma’u Piukala, WHO Regional Director for the Western Pacific. “Extreme weather events like cyclones and floods directly trigger subsequent disease outbreaks, while environmental degradation – driven by sea-level rise, coastal erosion and saltwater intrusion – fuels health risks across the Pacific. Mitigating these cascading risks requires unified, cross-sectoral action linking environmental, agricultural and public health policies to build true regional resilience.” Priority recommendations for action To address critical vulnerabilities, WHO calls on Member States in the Asia-Pacific region to urgently prioritize the following strategic actions: Bridge workforce capacity gaps. Embed and standardize emergency preparedness within academia to promote regional workforce interoperability. Foster multisectoral coordination. Address ad-hoc taskforce responses and fragmented surge support through formalized contingency plans and standard operating procedures that are frequently updated and tested. Secure sustainable financing for emergencies. Overcome systemic barriers to access dedicated funding for both immediate anticipatory actions and long-term emergency preparedness initiatives. Enable emergency-ready primary health care. Embed emergency management into public health workforce readiness planning. Ensure that emergency planning is inclusive. Establish clear pathways for inclusive emergency planning that actively involves communities most at risk and other vulnerable groups. Optimize communication. Update risk communication and community engagement strategies, aligning them with seasonal risk calendars. Elevating workforce readiness to meet regional health risks While the gaps identified are significant, the Asia-Pacific region possesses solid foundational pillars, including dedicated clinicians, laboratory staff, rapid response teams, emergency medical teams and extensive community networks. However, to adequately address the compounding nature of modern crises, the various components of the emergency workforce must collaborate cohesively. True resilience depends entirely on transforming this currently fragmented workforce into a highly trained, interconnected and rapidly deployable asset. To achieve this, WHO is actively advancing regional workforce capacities through the Global Health Emergency Corps initiative. This initiative – supported by the Gates Foundation and the Institute of Philanthropy – seeks to build a seamless network of emergency workforce across borders and sectors, ensuring that when a crisis strikes, a standardized, well-coordinated and trained workforce is immediately ready to respond. “Scaling up emergency workforce readiness is no longer optional,” said Dr Gina Samaan, Regional Emergency Director for WHO in the Western Pacific. “It is the definitive factor that will determine how effectively the Asia-Pacific region safeguards health and protects lives in an increasingly unpredictable future.” ____________________For more information, or to arrange media interviews, contact: Ara Johannes, WHO Western Pacific Health Emergencies Division: johannesa@who.int WHO Western Pacific Communications: wprocom@who.int
Warriors get informative Michael Porter Jr. trade news
The Golden State Warriors were reportedly interested in the Brooklyn Nets' star forward earlier this season.
Warriors' Steph Curry named to TIME100 Most Influential People in Sports 2026
Golden State Warriors superstar Steph Curry was named to the inaugural TIME100 Most Influential People in Sports 2026 list.
Humana To Divest End-Of-Life Care Business For $900 Million
Humana, one of the largest U.S. sellers of Medicare Advantage insurance for older adults, will divest its stake in a provider of end-of-life services for $900 million.
Apple Shares Massive List of Over 250 Changes Across iOS 27, macOS Golden Gate, and More
During its WWDC 2026 keynote on Monday, Apple briefly showed a slide with hundreds of new features and enhancements coming across iOS 27, macOS 27 Golden Gate, watchOS 27, tvOS 27, and visionOS 27. All of the software updates are currently available as developer betas, and they are expected to be released to all users in September. We already highlighted some of the key new features from the slide, and now we have shared a categorized list of all of the more than 250 changes shown.
WhatsApp to drop support for these older iOS and iPadOS versions
Meta has announced that, starting November 30, 2026, WhatsApp will raise its minimum requirements for running on iPhones and iPads.
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.
World Cup 2026 predictions: Who gets the Golden Ball amd Golden Boot, biggest disappointments, championship picks and more
How the “Every Year After” finale sets up season 2 to adapt “One Golden Summer”
That one photo could change everything for Charlie.
BOXABL and FG Merger II Corp. Stockholders Approve Business Combination
BOXABL Inc. ("BOXABL") and FG Merger II Corp. (Nasdaq: FGMC) ("FGMC"), a publicly traded special purpose acquisition company, today announced that stockholders of FGMC and BOXABL voted to approve the previously announced business combination between FGMC and BOXABL (the "Business Combination") at their respective special meetings of stockholders held on June 9, 2026 (collectively, the "Special Meetings").
BOXABL and FG Merger II Corp. Stockholders Approve Business Combination
/PRNewswire/ -- BOXABL Inc. ("BOXABL") and FG Merger II Corp. (Nasdaq: FGMC) ("FGMC"), a publicly traded special purpose acquisition company, today announced...
A Look At PENN Entertainment (PENN) Valuation As It Opens A New Land Based Hollywood Casino Aurora
PENN Entertainment (PENN) is reshaping its Illinois footprint as it prepares to close the longtime Hollywood Casino Aurora riverboat and open a new US$360 million land-based complex later in June. See our latest analysis for PENN Entertainment. The latest Hollywood Casino Aurora announcement comes after a strong run in PENN Entertainment's stock, with a 36.8% year to date share price return and a 36.7% 90 day share price return. However, the 5 year total shareholder return is down 74.1%, so...
Chairman Griffith Delivers Opening Statement at Subcommittee on Health Hearing to Examine Policies to Increase Health Care Transparency for Patients and Employers
The Committee on Energy and Commerce is the oldest standing legislative committee in the U.S. House of Representatives and is vested with the broadest jurisdiction of any congressional authorizing committee.
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.
Assessing PENN Entertainment (PENN) Valuation After A Sharp Short Term Share Price Rebound
PENN Entertainment (PENN) has drawn investor attention after recent share price moves, with the stock closing at US$20.32 and showing double digit returns over the past month and past 3 months. See our latest analysis for PENN Entertainment. Beyond the latest bounce, PENN Entertainment’s 30 day share price return of 21.39% and 90 day share price return of 36.65% contrast with a 5 year total shareholder return that is down 74.14%. This suggests recent momentum follows a much weaker long term...
Xenoblade Chronicles 2: Torna - The Golden Country Free Switch 2 Upgrade Confirmed
Returning next month
Democrats Face Another Long Wait for Results in Maine Swing District
No candidate cleared 50 percent in the Democratic primary race to replace Representative Jared Golden, sending the race into ranked-choice voting.
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.
After years of failed treatments, this psych program finally worked. Now her family owes $1 million.
The Levasseurs took out a second mortgage on their home and drained their savings, desperate to keep their older daughter in treatment.
Neemias Queta’s Breakout Season Should Earn Him an Extension
When the 2024-25 season ended, the Boston Celtics were faced with frontcourt issues. With Al Horford and Luke Kornet departing in free agency and Kristaps Porzingis being traded to the Golden State Warriors, Boston needed to find help in the frontcourt. Instead of targeting another big man in the market, the Celtics decided to give developing center Neemias Queta a chance. This […] The post Neemias Queta’s Breakout Season Should Earn Him an Extension appeared first on The Lead.
Is Social Security keeping up with your cost of living? Share your story
Many older Americans are finding it even harder to keep up with the ever-rising cost of living these days.
TST Best Bets: June 9, 2026
It’s been classic after classic through these Stanley Cup Finals, and if the Vegas Golden Knights come out of this series with their second ever world championship, then Game 3 will be immortalized forever as the night they survived the impossible. After squandering a 4-0 lead, Vegas pulled out a miraculous victory in double overtime to take a 2-1 lead in the series on their home ice. Now in Game 4, the Carolina Hurricanes face a do-or-die situation, as a loss would send them back home for Game
All the Liquid Glass Changes in macOS Golden Gate
When Liquid Glass launched in macOS Tahoe, Apple faced criticism over how the design looked on the Mac. Some people felt that Liquid Glass in macOS Tahoe was an afterthought with little impact from the design update, while others had issues with contrast, readability, rounded corners, and design consistency. There were long complaint threads on the MacRumors forums and on Reddit, and some people refused to update.
MacOS Golden Gate Fixes the Most Un-Apple-Like Thing About MacOS
Commentary: MacOS Tahoe's worst feature is finally being addressed, and it has nothing to do with AI or Siri.
macOS 27 Finally Brings Direct Touch Control to Sidecar
Apple has added direct touch input to Sidecar with macOS 27 Golden Gate and iPadOS 27, allowing users to tap and interact with macOS interface elements using a finger on their iPad for the first time. Previously, Sidecar was deliberately limited as a touch interface.
Kingdom Hearts IV Lights Up With A New Trailer
Sora's older, more mature, but just as colorful as he used to be
Cincinnati’s oldest business is moving out of Downtown
Cincinnati’s oldest continuously operating business is moving from its Downtown location.
macOS 27 Golden Gate makes it clear when apps are sneakily running in background
Google Gemini for macOS was recently flagged for not being a very good app citizen on the Mac. Apple’s new...
Apple dials down Liquid Glass, and the Mac looks way better for it
Less Liquid Glass is good Liquid Glass.
Corporate America Is No Meritocracy. Just Ask Women
Back in 2008, there were 12 women running Fortune 500 companies. Even though that equaled a measly 2.4%, it was still progress. A decade earlier, that number was 0.4%, or just two women (Jill Barad at Mattel Inc. and Marion Sandler at Golden West Financial Corp.).
macOS 27 Golden Gate Gains Native Ultrawide Display Support
Apple adds native ultrawide display support in macOS 27 Golden Gate, bringing higher resolutions and persistent display arrangements to users of widescreen monitors. The update allows ultrawide displays to run at resolutions up to 5K at 120Hz. Apple also says that display arrangements are now preserved across connections, so the layout automatically restores exactly as the user left it each time they plug in.
KC small businesses part of national growth trend
Kansas City is part of a national entrepreneurial hot streak, where Americans are starting businesses at a record pace.
Confessions of an AI lab rat
The possibilities and limitations of the tech are clearer than ever.
Labour accuses Badenoch of wanting to ‘turn clock back’ with plan to scrap public sector equality duty
Technology secretary says legal requirement that protects women, older people and others from workplace discrimination is ‘really important’
Fontainebleau Las Vegas adds new sports artifacts to its Hall of Excellence exhibits
Fontainebleau Las Vegas’ Hall of Excellence added new sports artifacts, including a Jack Eichel game-worn jersey, Golden Knights championship items, Aces rings, Rafael Nadal gear and more.
Every Kentucky player drafted by the Golden State Warriors
Let's take a look at every player who has been drafted by the Warriors out of Kentucky.
Download the official macOS 27 Golden Gate wallpapers here
And even though macOS 27 Golden Gate won’t launch for a few more months, you can already get the new light and dark wallpapers from the gallery below.
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.
https://9to5mac.com/2026/06/08/watchos-27-apple-watch-update-details/
Although watchOS 27 drops support for several older Apple Watch models, Apple has confirmed to 9to5Mac that one compatible model was mistakenly left out of its official list.
Owners of older iPhones just got some good news
Apple announced at WWDC that giving iPhones as old as the iPhone 11 a CPU scheduler "will make older iPhones feel even more responsive."
Golden Knights forwards remain committed to defense
The entire forward group has made it a point of emphasis to help the Vegas defense corps in the Stanley Cup Final and it has helped give them a 2-1 series lead heading into Tuesday's Game 4.
We can create the future of science right now
Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.
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