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[8-K] ALLIANCE ENTERTAINMENT HOLDING CORP Reports Material Event
Alliance Entertainment Holding Corporation reports that majority stockholders delivered a written consent on June 24, 2026 approving a major charter change.
AP Decision Notes: What to expect in Colorado's state primary
Democratic voters in Colorado will decide in a state primary which of two well-known statewide officeholders to nominate to replace term-limited Democratic Gov. Jared Polis.
Comcast says it plans to split into two businesses, NBCUniversal and Sky
Current shareholders would receive shares in both companies under the planned split, Comcast said Monday.
Comcast Announces Plan To Split Tech And Media Businesses With NBCUniversal Spinoff
The company said it expects the split to be completed within a year, with Comcast’s shareholders owning shares in both companies.
Polsinelli Expands Health Care M&A with Addition of New Shareholders
Polsinelli added Matthew S. Miller as a shareholder in the firm’s Nashville office and Muthuramanan “Ramana” Rameswaran as a shareholder in Dallas.
Entertainment Firms Face AI Copyright Uncertainty
Editorial analysis: For AI and ML practitioners, unclear copyright rules raise the legal risk and compliance cost of using generative models in production content pipelines. According to The Economic Times, Indian entertainment firms are investing heavily in AI for content creation, but current copyright law, which is tied to human creativity, may not clearly protect AI-assisted or AI-generated works. The Economic Times reports lawyers warn that, without specific legislation or case law, such works face risks of duplication and misuse, complicating licensing, attribution, and monetization for studios and creators. The article highlights that creators and rights holders in India currently have limited legal recourse under existing statutes, per The Economic Times.
Is Tencent Music Entertainment Group (TME) A Bargain Following Its Sharp Pullback?
Tencent Music Entertainment Group (TME) has drawn fresh attention after recent trading left the stock down about 9% over the past month and about 11% over the past 3 months, which has sharpened the focus on its current valuation. See our latest analysis for Tencent Music Entertainment Group. At a recent share price of $8.39, Tencent Music Entertainment Group has posted a year to date share price decline of about 53% and a 1 year total shareholder return decline of about 55%. However, the 3...
Dell shareholders approve legal move from Delaware to Texas
Michael Dell says Texas is where the company has always belonged as shareholders overwhelmingly approve the reincorporation move from Delaware.
Civility advocates look for ways to restore 'Iowa Nice' to campaigns, public discourse
A group of former and current officeholders are looking to encourage civility by encouraging civic participation and civil interactions.
Is AMC Entertainment Holdings (AMC) Undervalued Or Is Its Recent Rally Already Priced In?
AMC Entertainment Holdings (AMC) is under renewed scrutiny as investors weigh its recent share price swings and ongoing losses against reported revenue of $5,031.8 million and a market value of about $1.5 billion. See our latest analysis for AMC Entertainment Holdings. At a share price of $1.89, AMC Entertainment Holdings has seen sharp swings, with a 7 day share price return down 33.22% but a 90 day share price return up 99.33%. The 1 year total shareholder return is down 37.42%, indicating...
Corus Entertainment reports $36.5M Q3 loss, revenue down 26 per cent from year ago
TORONTO — Corus Entertainment Inc. reported a net loss attributable to shareholders of $36.5 million in its latest quarter as the company behind Global Television saw its revenue fall 16 per cent compared with a year ago.
Trump Mobile Takes The T1 Phone Reservation Holders For A Ride, Opens Sales To The Public Without Clearing The Backlog
Those who paid Trump Mobile a $100 deposit to gain early access to the T1 Phone suddenly find themselves at the back of the proverbial queue.
5 states targeting Medicaid behavioral health enrollment amid fraud concerns
At least five states have taken steps in 2026 to restrict new Medicaid behavioral health provider enrollments as stakeholders seek to curb fraud, waste and abuse while strengthening oversight of high-risk services. The developments come as the Trump administration aims to crack down on healthcare fraud. On June 25, the Justice Department charged 455 people, […]
New Media Event Jupiter Festival Planned from Art Basel Company
MCH Group, in which the Fox scion is the largest shareholder, is launching an event titled the Jupiter Festival with an eye toward becoming a stop on the thought leader circuit.
Prosus Investment Values Health Insurer Alan at $6.3 Billion
Prosus—the largest shareholder in Tencent Holdings and owner of food-delivery company Just Eat Takeaway—is investing €400 million in Alan.
Valve clarifies: all Steam Machines, for now, will ship with one 16GB stick of RAM.
In an interview with Gamers Nexus, Valve had said that the PCs would ship with either one 16GB stick of RAM or two 8GB sticks of RAM. “We misspoke here - all units will actually have one 16GB stick of RAM,” the company says in a follow-up statement to the channel. “It’s possible that this might change in future builds, but the units that customers are currently signing up for will all come with one 16GB stick of RAM.” [Media: https://youtu.be/glXA3ObwSwQ?si=QGmDWmVfbMiONxLd&t=109]
Flutter Entertainment (NYSE:FLUT) To Leave London And Trade Only In New York
Flutter Entertainment plans to delist from the London Stock Exchange and keep its ordinary shares trading only on the New York Stock Exchange. The company expects its stock to remain listed under ticker NYSE:FLUT, concentrating liquidity in the US market. The change alters how existing London holders access the stock and could reshape the shareholder base over time. Flutter Entertainment enters this shift with its stock trading at $97.85 and a mixed recent performance profile. The share...
World Cup Science: How Does Altitude Affect Soccer?
Mexico City’s iconic Estadio Azteca sits at an altitude of 7,200 ft above sea level. WIRED breaks down how altitude can impact everything from players’ stamina levels to the speed and curvature of the ball.
Brexit Has Cost the UK Growth, Analysts Say, in the Decade Since the Vote
Citing lower trade and investment, analysts broadly agree that Britain’s economy is smaller than it would have been if the country had stayed in the E.U.
Uber's stake in Lime's IPO shows potential payday, business strategy
Uber is Lime's largest shareholder with a 24% stake. The scooter company filed plans for an IPO, targeting a price of $24 to $26 per share.
AP Decision Notes: What to expect in South Carolina’s state primary runoff
Two of South Carolina’s top officeholders will compete one-on-one for the Republican nomination for governor in a primary runoff election on Tuesday
Cardinal Health (CAH) Stock Could Be 9.6% Undervalued Despite Rich P/E Signals
Cardinal Health (CAH) has drawn investor attention after its stock closed at $221.77. This has put recent performance and current valuation metrics in focus for those tracking large U.S. healthcare distributors. See our latest analysis for Cardinal Health. While Cardinal Health’s share price slipped around 2% in the latest session, the 30-day share price return of 10.55% and 1-year total shareholder return of 37.25% sit alongside a very large 5-year total shareholder return of 334.47%. Taken...
AMC Entertainment Holdings (AMC) Stock Could Be 31% Overvalued After Attendance Rebound And $150 Million Raise
AMC Entertainment Holdings (AMC) is back in focus after it reported its strongest monthly attendance since 2019 in May and completed a US$150 million at-the-market equity offering to raise fresh capital. See our latest analysis for AMC Entertainment Holdings. These updates come during a sharp swing higher in AMC Entertainment Holdings' share price, with a 24.1% 7 day share price return and a 108.1% 30 day share price return, even as the 1 year total shareholder return is still down 6.3%...
Sphere Entertainment (SPHR) Stock Could Be 2% Undervalued After Immersive Content Momentum
Sphere Entertainment (SPHR) is back in focus after highlighting strong momentum in its immersive shows, including The Wizard of Oz at Sphere, and announcing a new Rocky Horror Picture Show experience, along with plans for additional global venues. See our latest analysis for Sphere Entertainment. That momentum is clearly reflected in Sphere Entertainment’s recent trading, with a 1-month share price return of 16.26% and a year to date share price return of 66.84%. The 1-year total shareholder...
Harvard Business Review Brings Back The World’s Dumbest Idea
HBR revives “maximizing shareholder value”—the dumbest idea in the world—treating customers as mere constraints. True value creation for customers, not metrics, wins long-term.
Turkish competition board approves Uber acquisition of Getir delivery business
The Turkish Competition Board said on Friday it had approved Uber Technologies Inc.'s acquisition of the delivery arm of Turkey's Getir from Emirati controlling shareholder Mubadala.
National Science Foundation reverses decision to dismantle oceans-monitoring network after outcry
The National Science Foundation issued a statement Thursday saying that it “appreciates the concerns raised by the range of stakeholders” and would halt efforts to remove or disable equipment.
Nationwide nursing-home picture comes into focus with new analysis
Either the stakeholders issuing the warnings overstated the risk of widespread closings—or COVID-era emergency funds succeeded in heading off a calamity of national proportions. Either way, patient access has taken a hit here and there.
Elon Musk’s Next Move May Be a Mega-Merger of SpaceX and Tesla
Some shareholders might object, but there is little they could do, legal experts say.
UNITE HERE: PENN Entertainment Shareholders Approve Board Declassification Proposal
UNITE HERE announced today that PENN Entertainment, Inc. (NASDAQ: PENN) shareholders approved the advisory proposal to declassify the Company’s Board of Dire...
NFL, NBA unions applaud efforts on bill designed to fix college sports in letter obtained by the AP
The NFL Players Association and National Basketball Players Association teamed up on letter to leaders of the Senate Commerce Committee, applauding their efforts on a recently introduced Senate bill designed to fix college sports. The unions wrote that they support the bill for provisions that guarantee NIL rights and provide medical and healthcare benefits. “We encourage continued meaningful stakeholder engagement and negotiations to further strengthen the bill as it moves through Congress to ensure college athletes are protected and empowered,” read the letter addressed to Sen. Ted Cruz, R-Texas, and Sen. Maria Cantwell, D-Wash.
Fox Frustrated by ESPN’s Lack of World Cup Coverage
Fox took over from ESPN as the World Cup rightsholder in 2018.
Dolphin Entertainment, Kynetic Media Ventures Launch Graviteur Studios
Dolphin Entertainment and Kynetic Media Ventures have launched Graviteur Studios to produce modestly budgeted movie and TV projects from creators.
Auditors warn Don't Nod will run out of cash by November if it is unable to secure financing
The company has asked Tencent, its largest shareholder, for more money, but to no avail
Community Market a super summer kickoff in Fulton
FULTON — It was a super market in Fulton on Saturday.The Fulton Community Market joined forces with the Greater Oswego-Fulton Chamber of Commerce’s Fulton Farmers Market and the CNY Arts Center Arts Market to bring a variety of goods and activities to downtown Fulton. × This page requires Javascript. Javascript is required for you to be able to read premium content. Please enable it in your browser settings. kAmuF=E@? $2G:?8D q2?< AC@G:565 DA@?D@CD9:A[ 2?5 E96 6G6?E H2D AC6D6?E65 3J E96 uF=E@? $A64:2= tG6?ED r@>>:EE66]k^AmkAm$F?D9:?6 8C66E65 E9@D6 2EE6?5:?8 E96 DF>>6C 2>F?:EJ @C82?:K2E:@?D]k^Am #placement_726068_0_i{width:100%;margin:0 auto;}var rnd = window.rnd || Math.floor(Math.random()*10e6);var pid726068 = window.pid726068 || rnd;var plc726068 = window.plc726068 || 0;var abkw = window.abkw || '';var absrc = 'https://ads.empowerlocal.co/adserve/;ID=181918;size=0x0;setID=726068;type=js;sw='+screen.width+';sh='+screen.height+';spr='+window.devicePixelRatio+';kw='+abkw+';pid='+pid726068+';place='+(plc726068++)+';rnd='+rnd+';click=CLICK_MACRO_PLACEHOLDER';var _absrc = absrc.split("type=js"); absrc = _absrc[0] + 'type=js;referrer=' + encodeURIComponent(document.location.href) + _absrc[1];document.write('');kAmu@@5 G6?5@CD :?4=F565 |C] |:>F?:EJ |2C>F?:EJ |2C2;@C 6G6?ED 4C62E65 2?5 >2?2865 3J E96 ?@?AC@7:E[ 2==\G@=F?E66C $A64:2= tG6?ED r@>>:EE66 @7 uF=E@?] %96 6G6?ED 2=D@ :?4=F56 E96 2??F2= u2== u6DE:G2=[ E96 r9C:DE>2D %C66 {:89E:?8 6G6?E[ 2?5 E96 C646?E q:8 %CF4< s2J] %96 $A64:2= tG6?ED r@>>:EE66 :D ?@E 277:=:2E65 H:E9 2?J 8@G6C?>6?E2= @C82?:K2E:@?]k^Am googletag.cmd.push(function() { googletag.display('ad-2978731'); });
Digital Science Launches Dimensions Citation Check API for Self-Citation Risk Screening
London, United Kingdom--(Newsfile Corp. - June 16, 2026) - Digital Science, a leading technology company serving stakeholders across the research...
Dave & Buster's Entertainment Inc. (PLAY) Stock Falls on Q1 2026 Earnings
Dave & Buster's Entertainment Inc. (PLAY) reported first-quarter 2026 results with total revenue of $559.2 million, a 1.5% decline year-over-year, and gross profit of $479.4 million, down 1.3% versus the prior year.Total revenue: $559.2 million (-1.5% YoY)Gross profit: $479.4 million (-1.3% YoY)Operating profit: $46.9 million (-25.8% YoY)Net income attributable to common shareholders: $5.7 million (-73.7% YoY)Diluted earnings per share: $0.16 (-7
Supreme Court will decide if 'criminal aliens' can be held indefinitely while they fight deportation
The case could give the administration more power to arrest and hold immigrants, including green card holders, who have criminal records.
Microsoft sued by shareholders over expenses, cloud business, AI
Microsoft has been sued by shareholders who accused the company of defrauding them and inflating its stock price by failing to disclose slowing growth in its Azure cloud business and the need to spend billions of dollars on AI infrastructure.
Microsoft sued by shareholders over expenses, cloud business, AI
Microsoft has been sued by shareholders who accused the company of defrauding them and inflating its stock price by failing to disclose slowing growth in its Azure cloud business and the need to spend billions of dollars on AI infrastructure. The proposed class action led by a Michigan pension fund was filed in Seattle federal court on Friday, after Microsoft shares fell 10% on January 29 in response to its quarterly earnings report a day earlier. About $357 billion of market value was erased, and Microsoft's stock suffered its biggest one-day decline in nearly six years.
Knicks championship gear sets sales records for any sport, Fanatics says
Knicks championship gear sales have already more than doubled those of previous NBA record holder, the 2020 Lakers, according to Fanatics.
UFC Freedom 250 Live Results
The octagon is on the South Lawn of The White House for tonight's UFC Freedom 250 event. The fight is headlined by a lightweight title unification bout between champion Ilia Topuria and interim titleholder Justin Gaethje. In the co-main event, former two-division titleholder ...
Snazzy Labs got their Trump Phone preorder and it’s a disaster.
Quinn Nelson is one of the lucky (?) few to actually get their hands on the T1. The Trump Mobile emails kept going to spam, the site is broken, and a customer service agent asked for his password over the phone. Spoiler: Things didn’t get better once he turned it on. [Media: https://youtu.be/b1ytw85Npt8]
Flashpoint June 14, 2026: Cash in politics, Michigan Chronicle's 90th and the Gordie Howe Bridge
30 Day Challenge: Most hated opposing player of all time
There is only one name that comes to mind when @SamHouseholder thinks about his sworn football enemy.
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.
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,...
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.
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.
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...
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 ...
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
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...
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...
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.
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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Future-proofing the Asia-Pacific region: risk mapping exercise yields insights on preparing for future health crises
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WHO urges targeted action to strengthen emergency workforce capacities for shared health risks across the Asia-Pacific region
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Multiple sources, joint analysis: pooling public health data for stronger public health intelligence across the Western Pacific
WHO Western Pacific countries and areas endorse a new policy brief on multi-source surveillance. A new World Health Organization (WHO) policy brief outlines a transformative approach to public health intelligence that connects data across a range of systems, sectors and disciplines. By creating a single, actionable picture of health threats based on multiple sources, such an approach aims to fill critical data gaps and aid countries in decision-making. WHO Member States across the Western Pacific endorsed the policy brief, Multi-source Surveillance to Support Public Health Action and Decision-making, at the WHO-led Asia Pacific Health Security Action Framework (APSHAF) Stakeholders Meeting held on 11 June 2026 in Malaysia.
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