SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " controversial " 677 found 🔀 AI-powered Shuffle
Ex-Giants Draft Pick Considered Breakout Coach For Broncos
The post-Tom Coughlin New York Giants culture has been horrible, but Davis Webb evidently learned a thing or two. The Giants' third-round pick of the 2017 NFL Draft was named as a breakout coaching candidate, while serving as the Denver Broncos offensive coordinator under ex-Giants coordinator Sean Payton. Webb spent two tours with the Giants, initially backing up both Eli Manning and Geno Smith during the controversial 2017 season under Ben McAdoo.
Trump calls for review after climate manual for judges withdrawn
President Trump called for a “review” on Sunday of an updated judges’ manual that he claims the left improperly influenced. It follows the removal of a controversial climate science chapter from th…
NC House shuts down plans for liquor warehouse after construction dispute goes public
A House spokesperson says there’s not enough money to build. Critics say the House is trying to distance itself from the majority leader’s controversial actions on the project.
Accused Puna Killer Faces Mental Health Evaluation. Here’s What That Means
Jacob Baker’s case has been suspended while examiners determine whether he is fit to stand trial for the murders of three people on the Big Island that sparked a manhunt. The process has proven to be controversial.
What the regionality of Marx’s Republican primary win reveals about Colorado conservatives
Running for governor of Colorado, controversial outsider Victor Marx, 61, a self-proclaimed exorcist and a friendly ally to the late Charlie Kirk, pulled out a 39.9% Republican primary victory. State Sen. and Republican establishment candidate Barbara Kirkmeyer came in a close second with around 39.4% of the vote. Meanwhile, Scott Bottoms, a state legislator and […]
Bryson DeChambeau Update: Latest On His Controversial British Open Penalty
Bryson DeChambeau is once again at the top of the headlines when it comes to a major golfing tournament. The British Open was one of his best opening rounds he's had in a very long time, and he followed it up with a great Friday. He was originally just one back of the leader and […] The post Bryson DeChambeau Update: Latest On His Controversial British Open Penalty appeared first on Stadium Rant.
Burnham to announce plans for new North Sea oil and gas drilling
Drilling has become a controversial topic for the Labour party after the 2024 manifesto pledged to not issue new licenses.
Did ancient Egyptian princesses use weapons? Controversial study claims they hunted or trained with the military, but not all experts agree.
Nearly 4,000-year-old skeletal remains show that several royal women repeatedly used their upper-body muscles. Researchers link those changes to archery and weapon training, but outside experts urge caution.
Keir Starmer Calls For FIFA To Investigate Argentina Over Controversial Falklands Banner
After beating England, the Argentinian team unfurled a banner that read “Malvinas are Argentinian,” a reference to the British-administered Falkland Islands.
Wolford v. Lopez rightly arms permit holders, business owners
t Last week, I wrote about the birthright citizenship case, one of several major Supreme Court decisions handed down over the past few weeks. Today, I want to look at what is probably the second most controversial decision, and one surrounded by a great deal of confusion and misinformation.
Lamine Yamal's Controversial Penalty Decision Sparks Outrage Among Fans
One controversial VAR call involving Lamine Yamal quickly became the biggest talking point of Spain's semifinal.
Assassin's Creed Black Flag Resynced's Controversial Day 1 DLC Earned $1 Million, Just on Steam
Assassin's Creed Black Flag Resynced's controversial $85 collection of day one DLC earned Ubisoft an extra $1 million on Steam, it's been reported.
ESPN’s list of top-10 coaches in college football includes some surprises
ESPN recently ranked the top 10 coaches in college football. Lane Kiffin, Mario Cristobal and Kalen DeBoer had controversial rankings.
Chicago punts parking meter vote as buyout fight takes another twist
The Finance Committee declines to act as opposition grows, a Johnson ally floats a new public buyout plan, and the future of the controversial transfer becomes increasingly uncertain.
Judge: Trump sought to ‘manipulate the judicial process’ with his IRS lawsuit and attempted $1.8B fund
A federal judge Monday said a controversial lawsuit brought by President Donald Trump against the IRS sought to “manipulate the judicial process” and that he acted in bad faith in bringing it.
Steering hurricanes? Scientists mull controversial plan to affect weather patterns
A new study appearing in the peer-reviewed science journal PLOS Water on June 24 suggests that could eventually allow humans to steer disasters.
Opinion: The ‘billionaire tax’ dominates this year’s ballot measure politics
The wealth tax is destined to be not only the single most controversial ballot measure this year but probably have the most expensive dueling campaigns.
2026 World Cup: FIFA disputes sky-cam wire contact as controversial calls help England past Norway
Norway fell 2-1 to England in extra time after a goal in the second half was overturned.
Hyde Park Square business says it is relocating amid controversial redevelopment plans
A Hyde Park Square business says that it is being forced to relocate amid the controversial redevelopment plans that are planned for the neighborhood over the next few years.
FCC Approves Reflect Orbital's Space Mirror Satellite That Astronomers Hate
The FCC says the most controversial aspect of Reflect Orbital's Earendil-1 satellite, its giant mirror, falls outside its authority since the regulator mainly focuses on radio spectrum.
Trump says he won’t sign housing bill that’s set to become law at midnight
President Donald Trump said Friday that he will not sign a bipartisan housing bill, which is set to become law at midnight even without his signature, as he digs in on controversial federal elections overhaul legislation.
Germany: Bundestag passes controversial healthcare reform
The cost-cutting package passed Germany's lower house, with protests against it expected to take place. Elsewhere, Foreign Minister Johann Wadephul will meet his Slovenian counterpart in Berlin. Follow DW for more.
FCC Approves Reflect Orbital's Space Mirror Satellite That Astronomers Hate
The FCC says the most controversial aspect of Reflect Orbital's Earendil-1 satellite, the giant mirror, falls out of its authority since the regulator mainly focuses on radio spectrum.
Assassin's Creed Black Flag Resynced Launches To Mixed Reviews: Controversial Microtransactions Spark Outrage
The hype has been building for the launch of Assassin's Creed Black Flag Resynced for a good long while, and it seems as though sales have been strong, with SteamDB reporting a peak of 99,451 concurrent players in the first 12 hours after launch on Steam alone. However, it seems as though player...
Republican Sen. Grassley probing FBI Director Patel’s travel and spending
Senate Judiciary Chair Chuck Grassley has asked FBI Director Kash Patel to defend his use of FBI aircraft and purchase of BMWs in a letter obtained by CNN, an indication that the powerful Republican chairman is conducting his own oversight of Patel’s controversial spending of taxpayer dollars.
iPhone 18 Pro could bring three controversial design changes
We’re just two months away from Apple announcing the iPhone 18 Pro. Rumors suggest Apple could have three design changes...
Controversial ‘SNL’ host and ‘Mary Hartman, Mary Hartman’ star Louise Lasser dies at 87
‘Mary Hartman, Mary Hartman’ and ‘Girls’ actress Louise Lasser has died at 87. Lena Dunham wrote a touching tribute to the Emmy nominee as ‘one of the best to ever do it.’
'They Now Wait for This Storm to Pass' — PS5 Owners Are Cancelling PlayStation Plus Subscriptions to Protest Sony Killing Discs, but Analysts Say It Won't Make Any Difference
PS5 owners are cancelling PlayStation Plus subscriptions in protest at Sony's controversial decision to stop releasing games on physical discs — but the gesture will not force the console maker to change its mind, analysts say.
Folarin Balogun’s red card ban suspended, Ronaldo’s last World Cup
Noah Gross, Blake Holland and Nabil Remadna broke down Folarin Balogun's controversial red card reversal by FIFA, plus Cristiano Ronaldo saying this World Cup will be his last.
Marvel Tōkon: Fighting Souls is blocked in 132 countries due to Sony's controversial PSN linking requirement – but its Steam page is still visible
Marvel Tōkon: Fighting Souls is blocked in 132 countries, once again due to Sony's controversial PSN linking requirements.
Digital pizzas? Corporations ridicule PlayStation over ending game disc production
Companies like Domino's Pizza and KFC have published tongue-in-cheek statements parodying the controversial announcement.
Croatia Got Robbed. Plain and Simple.
For years, Croatia has been one of international football’s most respected nations. World Cup finalists in 2018. Third place in 2022. A country of less than four million people that consistently punches above its weight. And on Thursday night, their 2026 World Cup dream ended in one of the most heartbreaking and controversial ways imaginable.…
Why the USMNT can't appeal Folarin Balogun's suspension after controversial World Cup red card
Controversial penalty ends Senegal’s FIFA World Cup run against Belgium
Late VAR penalty leads to fury as Senegal blows 2-0 lead, loses 3-2 to Belgium in dramatic World Cup Round of 32 exit.
Colorado governor fires two clemency board members who spoke out about Tina Peters’ commutation
Colorado Gov. Jared Polis on Wednesday fired two members of the state’s clemency board after they spoke out against his controversial decision to grant clemency to Tina Peters – an election denier whose sentence was cut in half by the outgoing Democratic governor in May.
Sports World Reacts To Folarin Balogun's Controversial Red Card In USA Win: 'Man What'
Folarin Balogun received a controversial red card during the 64th minute of the matchup against Bosnia and Herzegovina.
Why the USMNT can't appeal Folarin Balogun's suspension after his controversial World Cup red card
Cut Tom Aspinall?
Josh Hokit has a plan to make Heavyweight great again. “The Incredible Hok” may be a controversial figure, but it’s hard to argue that he’s a welcome presence in the division’s largely stagnate title mix. In less than a year on the UFC roster, Hokit has built up a 4-0 record in the promotion, beating […]
Kathy Griffin claims she's 'banned' from Jimmy Fallon's 'Tonight Show' for being 'too controversial'
Kathy Griffin claims she was informally 'banned' from Jimmy Fallon's 'Tonight Show' for being 'inappropriate or too controversial,' and slammed the show for platforming the likes of Donald Trump and Conor McGregor.
Fact-checking the Trump administration's challenges to birthright citizenship
Until President Donald Trump, few saw it as controversial.
GOP Sen. Cassidy seeks to explains RFK Jr. confirmation vote for Health and Human Services
Sen. Bill Cassidy (R-La.) in a Sunday inteview sought to explain his controversial vote to confirm Health and Human Services (HHS) Secretary Robert F. Kennedy Jr., as he said Kennedy is dug in on h…
Buffalo Bills Make Decision On Honoring O.J. Simpson
As the franchise transitions to a new stadium, officials confirm the legendary running back’s name will be scrubbed from the Wall of Fame, ending a controversial decades-long tribute.
Austrian GP: George Russell takes controversial pole as Max Verstappen crashes in dramatic qualifying
Scientists mull controversial plan to steer hurricanes
It might sound like science fiction, but some scientists say we have tools that could be used to disrupt natural disasters. Others are skeptical.
In governor's race, voters face stark choice on immigrant healthcare
California’s next governor will face tough decisions on a highly controversial piece of healthcare policy: what to do about health coverage for the more than 1.4 million low-income residents without legal status.
Billionaire tax, affordable housing: See the measures on California's November ballot
California voters will decide on 14 statewide policy proposals come November, from the controversial billionaire tax to an $11 billion affordable housing bond.
Prosperity Council’s Report Challenges Kotek to Signal That Oregon Is Open for Business
The 15-member panel of business and labor leaders proposed four modest tax code changes, replacing the Climate Protection Program, and some less controversial reforms.
Controversial billionaire tax will appear on November ballot
Proponents of a controversial billionaire tax pledge to making sure it appears on the November ballot to backfill federal healthcare funds.
This Doctor Can Change the Color of Your Eyes. Should He?
Francis Ferrari, a French ophthalmologist, invented a controversial procedure that can change eye color. People from around the world are willing to take the risk.
The most controversial fossil site in human evolution just got even more puzzling
Scientists studied the remains of a mysterious human relative called Homo naledi found deep in a South African cave and determined they were all female.
Mamdani-backed socialist candidate storms out of live interview when confronted with old social media posts
Darializa Avila Chevalier walked out of a radio interview after being pressed about controversial social media posts in her NY primary race.
New Orleans Summer Entertainment & The Omni Hotel Controversy
This week on The Get Down, John Stanton breaks down the week ahead in New Orleans, including the City Council's final vote on the controversial Omni Hotel redevelopment plan. googletag.cmd.push(function() { googletag.display('ad-1492300'); }); Jake Clapp shares some upcoming entertainment picks, including Ilana Glazer's tour stop at the Joy Theater, and we take a look at summer bucket list ideas in The Pearl for making the most of the season in New Orleans.Be sure to grab a copy of our latest issue of Gambit and stay tuned for the latest on all things New Orleans at bestofneworleans.com. .donate-gambit-article-module-container { text-align: center; padding: 10px; /* background-color: #24da6d; */ background-color: rgb(153, 0, 0); margin-bottom: 20px; } .donate-gambit-article-module-title { font-weight: bold; color: #fff; } .donate-gambit-article-module-copy { color: #fff !important; font-size: 16px; } .donate-gambit-article-module-button { background-color: black; width: 50%; border-color: black; font-size: 16px; } .donate-gambit-article-module-button:hover { background-color: black; } @media only screen and (max-width: 600px) { .donate-gambit-article-module-button { font-size: 14px; width: 100%; } .donate-gambit-article-module-copy { font-size: 14px; } } BECOME A GAMBIT MEMBER AND JOIN OUR KREWE TODAY For more than 40 years, Gambit has covered New Orleans, for New Orleans. We’ve stood up to city hall with you, cheered the Saints with you, danced in the streets with you and cried over our collective loss with you. And we’re plannin’ on being here for 40 more. To do that, we need your help. Become a Gambit member today and help us continue our mission SUPPORT GAMBIT
Obama Center embeds 'Indigenous' land message on controversial site
The Obama Presidential Center features a permanent land acknowledgment display near the museum tower, sparking debate given the site's history.
The “Science of Learning” Is Less Controversial Than It Used to Be
A new report tackles the challenge of integrating the science of learning into the routines, systems, and structures that shape teachers’ daily work.
Usyk ref had seen enough to end fight before bell
The referee at the centre of the controversial fight between Oleksandr Usyk and Rico Verhoeven tells a boxing commission he had seen enough to stop the bout in the 11th round before the bell sounded.
Espaillat and Avila Chevalier trade blows in combative NY-13 debate
Espaillat defended his record while highlighting controversial tweets posted several years ago by his opponent.
JD Vance addresses controversial 'childless cat ladies' comment on 'The View'
JD Vance attempted to explain his controversial 'childless cat ladies' comment on 'The View,' after Joy Behar pressed him on the 'boneheaded' remark that even drew a response from Taylor Swift.
Blue state’s anti-ICE pledge collapses as GOP warns of new sanctuary ‘confederacy’
Colorado reverses controversial requirement that attorneys certify they would not share court information with federal immigration enforcement agencies.
'View' studio audience members refused to clap for JD Vance as he walks out for interview
'The View' studio audience members refused to clap for Vice President JD Vance as the controversial politician made his way out to the set for an interview with Whoopi Goldberg, Sunny Hostin, more.
Galaxy S27 buyers may have reason to rejoice as Samsung reconsiders a controversial move
Samsung may pull back from a display decision that could have impacted the overall experience.
Talking With The Cast of the Controversial New Movie: 'Blue Film'
Actors Reed Birney and Kieron Moore open up about playing their roles in the controversial film.
Mike Brown is an NBA champion coach with Knicks, 18 months after controversial Kings firing
Gio Reyna's Beautiful Trivela Goal Marks Full-Circle Moment From Last World Cup
Gio Reyna has moved past his controversial 2022 World Cup to help lift the USA up in 2026.
Judge orders Trump administration to restore signs changed at national parks
A federal judge in Massachusetts has ordered the Trump administration to restore all signs that were changed or removed at national parks across the country as part of President Donald Trump’s controversial directive last year.
These 20-Somethings Are Turning to Double Mastectomies | WSJ Health for June 12
Plus, scientists documented a controversial DNA-editing feat, and there’s a giant new wellness center in New York
Ana Navarro revealed what she'll ask JD Vance in VP's upcoming 'View' interview
'The View' cohost Ana Navarro revealed what she wants to ask Vice President JD Vance when the controversial politician visits the talk show next week: 'Several issues,' Navarro explained.
Elisabeth Hasselbeck jumps from 'The View' to rival daytime talk show
Elisabeth Hasselbeck has landed a new daytime TV hosting gig after returning to 'The View' earlier this year, as she heads to 'CBS Mornings' under the controversial leadership of Bari Weiss.
Controversial Battle Ground business owners buy community’s only newspaper
Brothers Camden and Mac Spiller announced Wednesday they have purchased the Battle Ground Reflector.
RGG Studio Head Talks Tupac's Controversial Stranger Than Heaven Inclusion
Masayoshi Yokoyama discusses his efforts to remain respectful to the legendary rapper's legacy.
PlayStation Plus Quietly Rolls Out Controversial Change Alongside June Free Games
Don't expect bumper monthly drops anymore.
Charles Barkley dares ESPN to fire him after his controversial Cardi B joke during NBA Finals
Charles Barkley reacted to the controversy surrounding the joke he made about Cardi B during the NBA Finals.
Controversial Graham Platner overcomes allegations to seal Maine Democratic nomination for Senate race
Marine veteran won 72% of the vote despite infidelity and abuse allegations that emerged during primary campaign
SoHo Business Alliance sues Tampa over flood relief project records
A coalition of South Howard Avenue businesses is taking the City of Tampa to court in an effort to obtain records tied to the controversial South Howard Flood Relief Project before city leaders decide...
SoHo Business Alliance sues Tampa over flood relief project records
A coalition of South Howard Avenue businesses is taking the City of Tampa to court in an effort to obtain records tied to the controversial South Howard Flood Relief Project before city leaders decide whether to move the project into construction.
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.
Apple is tweaking its controversial Liquid Glass design
While some users liked the sleek, transparent designs that look "glassy," others found Apple's design overhaul from last year to be hard to read.
'I can't stand by': Martin Hyde jumps into open SD 22 race
After a controversial run for Congress, the Sarasota activist is back on the ballot. Do you know who he is?
'Talk of the Town': Voters asked about Democratic politicians’ controversial pasts
‘The Big Weekend Show’ hits the streets of New York City to gauge public sentiment toward politicians with controversial pasts.
Massachusetts accounts for 4th-most contributions to Graham Platner campaign
Massachusetts accounts for the fourth-most contributions out of all 50 states sent to controversial Maine U.S. Senate candidate Graham Platner’s campaign, with the Somerville-based Democratic Party PAC sending him an eye-popping $3.6 m…
Fans Outraged by Bears’ Controversial Stadium Decision
Chicago Bears brass had been waffling between Arlington Heights, Illinois, and Hammond, Indiana, for their new stadium.
Dem senator bankrolling Platner's campaign ripped for downplaying abuse allegations from ex-girlfriend
Sen. Sheldon Whitehouse's Ocean PAC donated $10,000 to controversial Maine Senate candidate Graham Platner, calling him "wonderfully appealing."
Hunter Biden could mount a successful White House bid given recent Democrat picks: Trump
Trump says Hunter Biden could mount a successful 2028 presidential bid, comparing his chances to controversial Democratic candidates from Maine and Texas.
GOP immigration bill runs into turbulence amid backlash to Trump’s $1.8 billion ‘anti-weaponization’ fund
The push to pass a $70 billion GOP immigration enforcement bill has temporarily stalled, with Senate GOP leaders stuck in talks with a trio of Republican holdouts who are so far refusing to vote down a Democratic attempt to kill the Trump administration’s controversial “anti-weaponization” fund.
Three studies used by RFK Jr and allies to justify controversial vaccine policies changes facing new scrutiny
Scientists praise moves to investigate, retract or remove controversial studies. The authors stand by their work
Why David Brooks Is (Mostly) Done With Politics
The controversial columnist wants to contemplate weightier issues.
Martin Bashir recalls being 'gobsmacked' by Michael Jackson telling him he slept in the same bed as children
Journalist Martin Bashir appears in the new Netflix documentary 'Michael Jackson: The Verdict,' in which he details filming the controversial 2003 special 'Living With Michael Jackson.'
F1 25: 2026 Season Pack review
Find out our verdict on F1 25's 2026 Season Pack DLC, which features all the teams, drivers and cars of the championship, including its controversial new hybrid regulations.
Dallas Mavericks Pick Former Valley View Site for Arena, Entertainment District
After months of speculation about the site of the team's future multi-billion-dollar arena and entertainment district—possibly, and controversially, including the Dallas City Hall site—the Mavs are heading up the Tollway to a new home off LBJ Freeway. But tip-off won't be until at least 2031.
Amid controversial Senate campaigns, Paxton and Platner visit Washington to shore up support
Control of the Senate is at stake, with both parties eager to secure victories.
Political gravity is coming for some of Trump’s most jarring ideas
President Donald Trump just keeps pushing the envelope — his appointment of a controversial housing official as the new acting director of national intelligence on Tuesday is the freshest evidence of that.
Trump names controversial top housing official to be acting director of national intelligence
President Donald Trump on Tuesday named housing official Bill Pulte, who has played a leading role in stoking the president’s retribution campaign, as acting director of national intelligence.
Trump names controversial housing official Bill Pulte as acting director of national intelligence
President Trump on Tuesday announced he's tapping housing official Bill Pulte to serve as the acting director of national intelligence to replace Tulsi Gabbard.
Fortnite Fans Are at War Over a Controversial Streamer's Inclusion, and the Toxic Backlash It's Created
Fortnite players are warring over a collaboration with a controversial streamer in the battle royale game's next season.
Controversial Gene Therapy for Alzheimer’s Disease
Glial-to-neuron conversion therapy decreases inflammation and restores the brain-blood barrier in Alzheimer’s disease model macaques.
"They will ruin my life": Microsoft threatens to wield 'Digital Crimes Unit' over zero-day exploit disclosures — causing uproar in the cybersec community
Microsoft's approach to working with security researchers has long been controversial, but some of its recent language has alarmed some commentators.
Dodgers Make Controversial Roster Decision as Lineup Reshuffles
Some Dodgers fans are livid following their latest roster decision that sent a fan-favorite player to the minor leagues.
‘007 First Light’ Is The Uncontroversial Hit Of 2026 With Huge 24 Hour Sales
Sales data is in for 007 First Light, and it's done enormous numbers in 24 hours, including being a game that everyone seems to love.