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Victor Wembanyama Points to Spurs’ Biggest Problem After Finals Collapse
Victor Wembanyama shares his honest thoughts after Spurs' game four collapse against the Knicks.
NBA Finals: Taylor Swift, Timothée Chalamet and other Knicks fans erupt at Madison Square Garden after wild Game 4 win over Spurs
Nobody seemed to want to leave Madison Square Garden after the Knicks' wild win on Wednesday night.
NBA Finals: De'Aaron Fox's gaffe helps give Game 4 away for good in Knicks' historic comeback
NBA Finals: Spurs hit record 14 3-pointers in dominant first half before blowing 29-point lead to Knicks in Game 4
The Knicks rallied back from a 29-point hole to win Game 4 of the NBA Finals on Wednesday night.
NBA Finals: Victor Wembanyama draws flagrant foul early in Game 4 loss, called for a flagrant after hitting Karl-Anthony Towns
Victor Wembanyama appeared to get the best of Mitchell Robinson early on Wednesday night at Madison Square Garden.
NBA Finals: Spurs hit record 14 3-pointers in dominant first half vs. Knicks in Game 4
The Spurs rolled to a 27-point lead in the first half of Game 4 on Wednesday night.
NBA Finals: Victor Wembanyama draws flagrant foul early in Game 4, called for a flagrant after hitting Karl-Anthony Towns
Victor Wembanyama appeared to get the best of Mitchell Robinson early on Wednesday night at Madison Square Garden.
Square Enix Releases Final Fantasy XIV Online Switch 2 Gameplay Trailer
Early access begins this August
NBA Finals: Mitchell Robinson called for flagrant after drilling Victor Wembanyama in the neck early in Game 4
Victor Wembanyama appeared to get the best of Mitchell Robinson early on Wednesday night at Madison Square Garden.
Top 25 prospect Davion Thompson commits to Arkansas basketball
Top 25 class of 2027 prospect Davion Thompson has announced his commitment to Arkansas coach John Calipari and staff over other finalists Michigan, Baylor and Vanderbilt.
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 […]
Apple itself is finally tearing down an annoying wall between iPhone and Android
The fix is years late, but I will take it.
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.
Knicks owner James Dolan says President Trump actually didn't fall asleep during Game 3 of NBA Finals
NBA Finals: MSG Sports calls NYC mayor Zohran Mamdani, police commissioner Jessica Tisch 'party poopers' amid Game 4 watch party dispute
UF trustees advance President-elect Stuart Bell to final state board vote
The vote advances Bell, the former University of Alabama president, to the final stage of a hiring process that has become entangled in culture-war battles over diversity, equity and inclusion.
NBA Finals 2026: Ticket prices for Game 4 plummeted $10K in recent days, more than Super Bowls, Taylor Swift concert
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.
David Harbour confirms past 'disagreement' with Millie Bobby Brown amid bullying rumors
David Harbour confirms prior 'arguments, disagreements' with 'Stranger Things' costar Millie Bobby Brown while addressing rumors that she filed a bullying and harassment claim against him.
Carmelo Anthony praises Victor Wembanyama for shoving Knicks' Jalen Brunson
Carmelo Anthony is among the former Knicks players reacting to Victor Wembanyama's shove on Jalen Brunson in the NBA Finals.
Tickets are now on sale for Business Report's Excellence in Health Care Awards
Tickets are on sale now for the inaugural Excellence in Health Care Awards, where Business Report will honor the leaders, clinicians and organizations strengthening care delivery across the Capital Region. Finalists and honorees will be celebrated at an awards dinner on Wednesday, Aug. 12, at the Crowne Plaza in Baton Rouge. The evening will bring […]
NBA Finals: MSG Sports calls NYC mayor Zohran Mamdani, police commissioner Jessica Tisch 'party poopers' amidst continued security efforts ahead of Game 4
Richard Feynman’s 50-Year-Old 'Restaurant Problem' Finally Decoded. It Shows Why People Settle for Good Enough
The restaurant problem reveals why human shortcuts can work surprisingly well.
Mike Vrabel finally gives answer on Stefon Diggs, Patriots reunion
Patriots coach Mike Vrabel commented on the likelihood of the team pursuing a reunion with star wide receiver Stefon Diggs.
Final Fantasy 14 receives first Nintendo Switch 2 gameplay trailer
We now have a good look at Final Fantasy 14 on Nintendo Switch 2 with a proper gameplay trailer. Square Enix announced a port of the game at the end of April during the Fan Festival. However, we didn’t really get a look at the Nintendo Switch 2 version at all. A few seconds of footage did appear during yesterday’...
‘Seattle: A History in Short Stories’ captures city’s fascinating past
The three-episode “Seattle: A History in Short Stories” concludes with its final episode on Tacoma’s KBTC-TV on Thursday (and streams next day at kbtc.org).
How the “Every Year After” finale sets up season 2 to adapt “One Golden Summer”
That one photo could change everything for Charlie.
James Handy's girlfriend, Wendy Gledhill, reveals 'Jumanji' actor's final moments before fatal stabbing
Wendy Gledhill, girlfriend of the late James Handy and mother of his alleged killer, Michael Gledhill, opened up about the actor's final moments before his fatal stabbing.
Staying heart healthy and low-stress amid NBA Finals
Dr. Shaline Rao, Chief of Cardiology at NYU Langone Hospital-Long Island, gives tips on staying healthy while watching the Knicks.
I On Politics
DUTCH KILLS ASSN MEETING JUNE 11: The Dutch Kills Civic Association will hold their final General Meeting of the season on Thursday, June 11 at 7:00 pm at the Growing Up Green school, located at 39-27 28th Street in Long Island City. Officers from the 114th Precinct will give updates about the community. QUEENS HOMEOWNERS
Destiny 2’s Monument Of Triumph Update Is A Beautiful, Tragic Ending
Destiny 2's finale update, Monument of Triumph, has arrived, and it's everything it needed to be. But it's an utter tragedy the game will die after this.
Luna Ultra: Insta360 Finally Reveals Full Details of the Leica-Branded Gimbal Camera
Insta360 has finally pulled the curtain fully off the Leica-branded gimbal camera it calls the Luna Ultra.
Can Stephon Castle swing the Finals? How the Spurs' second-year star is setting the tone against Knicks
Sydney Sweeney reacts to 'Euphoria' 'cast drama' rumors after final season
Sydney Sweeney responded to 'cast drama' rumors after 'Euphoria' ended with a heavily maligned final season, and spoke about 'clickbait' that's written about her.
Knicks provide boon to Mamdani political brand
The New York City mayor, an avid sports fan, is reaping rewards from a city abuzz over the NBA Finals.
Trump wanted to star at the World Cup, but politics may spoil the party
Donald Trump thought he’d miss out on the chance to stride the globe’s biggest sporting stage, lamenting in 2018, when the US won the right to co-host this year’s World Cup finals, that “I won’t be here” owing to presidential term limits.
Americans Nominated for Franchise-Record Six League Business Awards
The ECHL announced on Monday the finalists for the League Business Awards, which will be presented at the ECHL Summer Meetings in Nashville on Wednesday, June 24.
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.
Middle School Students Take Turn Teaching, Showing Off Science Experiments
Swampscott Middle School student Gavin Campbell had always wanted to incorporate animals into a school project. He finally got his chance this spring as the school held their first science...
2026 Spokane Youth Sports Awards Honors Top Athletes, Teams and Coaches
(EDITOR'S NOTE: Click here to watch the 2026 Spokane Youth Sports Awards stream on our SWX YouTube. The final, clean version will air on SWX-TV and be available on SWXLocalSports.com
NBA Finals: League said it missed foul after Victor Wembanyama shoved Jalen Brunson early in Game 3 win, won't upgrade to flagrant
NBA Finals: President Donald Trump reportedly not expected to attend Game 4, but security zone around MSG will remain in place
Spotlight Now: New Aloha Stadium Entertainment District timeline
Aloha Stadium’s final “tripping” is complete and demolition remains on schedule with the new stadium district still targeting a 2029 opening.
Primary election results will determine final candidates for governor
Voters had until 7 p.m. on June 9 to cast their ballots in the South Carolina gubernatorial primaries.
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.
Deltarune Chapter 5 Release Date Revealed as Toby Fox Offers Promising Update for the Future
Deltarune Chapter 5 finally has a release date, and Undertale mastermind Toby Fox has used the opportunity to give fans a progress update on Chapter 6.
Destiny 2 Hits Highest Player Count in Two Years Following Final Update's Release, Shatters Marathon's All-Time Peak
Destiny 2 is seeing a massive resurgence with the release of its final update.
NBA Finals: League admits it missed foul call after Victor Wembanyama shoved Jalen Brunson early in Game 3 win
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
Knicks fans juggle sports and politics during NBA Finals watch parties in Hudson
Many fans experienced Game 3 of the series as more than just a basketball game.
Victor Wembanyama, other NBA Finals players condemn violence after Spurs fans attacked following Game 3: 'It's unacceptable'
From The Sports Desk: A raucous evening inside and outside Madison Square Garden
NBC News reported on the ground, as the New York Knicks played their first NBA Finals home game in 27 years. Plus, Canada’s Alphonso Davies is today’s World Cup spotlight.
House Votes to Advance $70 Billion G.O.P. Immigration Bill
The test vote cleared the way for final passage of Republicans’ megabill to fund immigration enforcement through the remainder of President Trump’s term.
Fans Just Crashed The Destiny 2 Servers To Demand A Sequel
Players rushed in the moment the final update went live
Is Donald Trump going to Game 4 of the NBA Finals?
After getting booed at Madison Square Garden and overseeing the end of the New York Knicks' historic winning-streak, Donald Trump has revealed whether he plans to attend Games 4 and 5 of the NBA Finals.
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.
Switch 2 is accidentally getting the best looking Final Fantasy game
Final Fantasy Resonance goes full Octopath Traveler in a new Switch game that's excitingly being compared to Brave Exvius
We're getting our first HD-2D Final Fantasy game, and it's based on the now-shuttered mobile title Brave Exvius
Rain on your parade.
Boise Metro Chamber names finalists for 2026 Small Business and Excellence Awards
The Boise Metro Chamber has announced finalists for its annual Small Business and Chamber Excellence Awards, with winners to be recognized at a luncheon June 23 at Boise Centre East. The event begins with a trade show reception at 11 a.m., followed by the awards program at noon. The ceremony will also include induction of
Final Fantasy Resonance Preview: Final Fantasy Goes HD-2D, and It's Glorious
Final Fantasy Resonance is a turn-based, HD-2D RPG that brings in characters and elements from classic Final Fantasy games of yore, and we are fired up after playing a couple hours of it.
Donald Trump reacts to being booed in the room at NBA Finals game
Donald Trump responded after New York Knicks fans booed him at the NBA Finals game inside Madison Square Garden.
Kingdom Hearts Collection [I ~ III] announced for PS5, Xbox Series, and Switch 2
Square Enix has announced Kingdom Hearts Collection [I ~ III] for PlayStation 5, Xbox Series, and Switch 2. It will include Kingdom Hearts HD 1.5 + 2.5 ReMIX, Kingdom Hearts HD 2.8 Final Chapter Pr…
Draymond Green Blames One Factor for Knicks’ Loss to Spurs
The New York Knicks had the chance to gain major momentum with a Game 3 win; however, the San Antonio Spurs did enough to claim their first victory of the 2026 NBA Finals. While the win remained the highlight of the night, another major storyline centered around the referees, which even caught Draymond Green’s attention. The Knicks lost to the Spurs in the first NBA Finals game at Madison Square Garden since 1999.
Final Fantasy Resonance Revealed, A New HD-2D Turn-Based RPG Coming This Year
The first HD-2D entry for Final Fantasy brings back turn-based combat and is coming in October this year.
Business Report's Excellence in Health Care Awards spotlight the leaders redefining care in the Capital Region
Some of the biggest names in health care will be honored this summer as Business Report hosts the inaugural Excellence in Health Care Awards, recognizing the leaders, clinicians and organizations strengthening care delivery across the Capital Region. Finalists and honorees will be celebration at an awards dinner on Wednesday, Aug. 12 at the Crowne Plaza […]
Business Report's Excellence in Health Care Awards spotlight the leaders redefining care in the Capital Region
Some of the biggest names in health care will be honored this summer as Business Report hosts the inaugural Excellence in Health Care Awards, recognizing the leaders, clinicians and organizations strengthening care delivery across the Capital Region. Finalists and honorees will be celebration at an awards dinner on Wednesday, Aug. 12 at the Crowne Plaza […]
Hanging Out with Seattle Sports Mascots
What are Buoy, Doppler, and other beloved characters like? We found out.
Apple’s AI promises are finally, almost, sort of, here
After almost entirely neglecting Siri and punting its AI promises down the road in 2025, Apple went all in on the tech this year.
Nintendo Confirms Fire Emblem: Fortune's Weave Switch 2 Release Date
Nintendo has shown off more of the upcoming Fire Emblem: Fortune's Weave, and finally given the game a release date.
Actor Tony Danza talks about work on 'Raising Kanan'
The show is in its 5th and final season.
Donald Trump appeared to fall asleep at NBA Finals game — and Jimmy Kimmel anticipated it
President Trump was in the building for the Knicks-Spurs game on Monday night, but he appeared to doze off during, which Jimmy Kimmel saw coming.
TIME Reveals the Inaugural TIME100 Sports List of the Most Influential People in Sports
/PRNewswire/ -- Today, TIME reveals the inaugural TIME100 Sports, a list recognizing the 100 most influential figures shaping the global sports landscape. The...
The Nintendo Switch 2 Remake Of The Legend Of Zelda: Ocarina Of Time Drops In 2026
The long rumored re-remake of The Legend of Zelda: Ocarina of Time is officially finally happening.
Coca-Cola Park says America 250 fireworks show will be one for Lehigh Valley’s record books
The finale will be the largest in the park's history, creating what organizers describe as the most expansive skyward celebration staged in the Lehigh Valley.
NBA Finals: Victor Wembanyama finds redemption with Madison Square Garden takeover
Knicks vs Spurs 2026 NBA Finals: Game 4 start time, schedule, TV channel, where to watch and more
Donald Trump greeted with boos at Madison Square Garden during NBA Finals game
Donald Trump was greeted with boos at Game 3 of the NBA Finals, which saw the San Antonio Spurs face off against the New York Knicks at Madison Square Garden. The Spurs won 115-111.
Instagram Finally Lets You Reorder Posts On Your Grid
You can now rearrange posts on Instagram the way you want to.
Plano unanimously passes $3 billion Dallas Stars arena and entertainment district proposal
It is a big vote — but not the final buzzer.
Brind'Amour not disclosing goaltender decision for Game 4 of Stanley Cup Final
Brandon Bussi replaced Frederik Andersen after Vegas took a 4-0 lead in Game 3 on Saturday night.
Brind'Amour not disclosing goaltender decision for Game 4 of Stanley Cup Final
Brandon Bussi replaced Frederik Andersen after Vegas took a 4-0 lead in Game 3 on Saturday night.
Trump becomes first sitting president to attend NBA Finals game
Donald Trump arrived at MSG prior to Game 3 of the NBA Finals, becoming the first sitting U.S. president to attend a game in the basketball league's championship series.
Blue mushrooms, shy trees and glowing seas: Beaker Street Science Photography prize
The 12 finalists will be exhibited at the Tasmanian Museum and Art Gallery, including images of newborn fish, a native wasp and satellite trails across the night sky
Dr. Jessica A. Johnson: How race, politics and sports intersect
Toward the end of the spring semester, I sent a final email to students in my Sports Icons class at Ohio State University’s Lima campus regarding the NAACP’s proposed boycott urging Black football players to avoid attending Power 4 conference schools in Southern states that have redrawn their congressional and local legislative districts. I explained […]
Race, politics, sports intersect
Toward the end of the spring semester, I sent a final email to students in my Sports Icons class at Ohio State University’s Lima campus regarding the NAACP’s proposed boycott urging Black football players to avoid attending Power 4 conference schools in Southern states that have redrawn their congressional and local legislative districts. I explained […]
Win over Knicks puts Spurs back in it
NEW YORK — Victor Wembanyama shook off his miss at the buzzer in Game 2 by taking over Game 3 of the NBA Finals and preventing the San Antonio Spurs from getting pushed to the brink of elimination. Wembanyama made the first two shots he attempted on Monday night on the way to scoring 32 […]
Instagram is finally letting everyone reorganize their profile grid
It’s been a year since it was announced.
Tim Cook Delivers Farewell Remarks at His Last Apple Keynote as CEO
Tim Cook closed out what is expected to be his last keynote as Apple's chief executive officer today with some emotive final remarks. Wrapping up a pre-recorded video message, Cook reflected on his tenure at the company. "Some of the highlights of my time as CEO have been events like this, sharing powerful new tools with all of you," he said, adding that what developers create with Apple's platforms has been "a constant reminder that imagination has no limits".
Palmetto Sports Daily: Gamecock baseball coaching search heats up, Stanley Cup Final gets wild
Julia, Caroline and Bronwyn talk about the latest in the South Carolina baseball coaching search and recap a wild Game 3 of the Stanley Cup Final.
Hooplandia announces youth clinics and entertainment lineup ahead of registration deadline
Organizers of Hooplandia are making a final push for registrations ahead of the June 15 deadline, while unveiling a lineup of basketball clinics, live entertainment and interactive activities.
Business Journal named finalist in multiple California Journalism Awards categories
The Business Journal has been recognized as a finalist in several categories of the 2025 California Journalism Awards, the California News Publishers Association announced last week. The annual competition honors journalism produced by newspapers, magazines
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.
The 13 Biggest Reveals During All Of Summer Game Fest 2026
From a new Spyro to our first real look at the Final Fantasy 7 remake trilogy's last installment, here's some of the biggest trailers from Summer Game Fest week
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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