SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " B.C " 2,853 found 🔀 AI-powered Shuffle
For once, Cowboys enter NFL summer break free of contract drama
After years of offseason contract battles involving stars like Dak Prescott, CeeDee Lamb and Micah Parsons, Dallas heads into the summer with rare peace and quiet
Ask the expert: Michigan’s 16-year constitutional convention ballot vote
MSU Professor Quinn Yeargain explains how every 16 years, Michigan's constitution requires that voters decide if the state should hold a constitutional convention.
MLB proposes massive draft overhaul in CBA negotiations, including eliminating high school eligibility
The league's proposal would also create an international draft and cut the number of draft rounds
Memphis-Shelby County Airport Authority funds terminal
Commissioners approved an additional $2.6 million for design of a new baggage system and administration building.
Bruins make first trade of 2026 offseason
The Bruins made their first trade of the offseason Thursday, making a two-for-two swap with the Sharks.
Protect College Sports Act passes Senate committee amid continued Big Ten, SEC opposition
The next step for the bipartisan college sports bill would be a vote on the Senate floor
Time, Outcomes, Adoption, Cost: The Four Metrics Redefining Digital Health
Despite rapid innovation, many healthcare organizations still struggle to translate new care models into system-wide impact.
Fantasy baseball waiver wire: Bo Bichette's resurgence after slow start highlights buy-low opportunities
Bo Bichette is heating up while Kyle Bradish looks poised for a breakout
Ask the expert: Indigenous science fiction explained
MSU expert Blaire Morseau explains how Indigenous science fiction and speculative storytelling reflect culture, history and imagined futures.
The secret sauce to how new Cowboys DC Christian Parker is increasing Dallas' communication
The Dallas Cowboys have a new system under Christian Parker, and the defensive coordinator hopes to turn things around in the NFC East.
WNBA regular season expands to 50 games in 2027: Everything you need to know about the new schedule
How will the increase affect salaries? What about the record books?
How Texas Tech played itself, and the Big 12 commissioner rose to meet his tenure-defining moment
As we turn the page on the Brendan Sorsby we look back at how Texas Attorney General Ken Paxton's threat unified the Big 12, and commissioner Brett Yormark pulled all the right levers to advocate for his member schools
How good (or bad) can it get? The best- and worst-case scenarios for every NFL team in 2026
Can the Cowboys finally break through? Will Patrick Mahomes regain his MVP form? Here are the dream and nightmare outcomes for your favorite team this fall
Bristol woman helps others regain confidence with new wig business
For Karen Jenkins, hair loss has never been just a personal challenge. It became the reason she opened a business in Bristol aimed at helping others feel confid
Martin Road Elementary promotes healthy lifestyle habits for students
LACKAWANNA, N.Y. (WIVB) — Martin Road Elementary School in Lackawanna is celebrating the efforts their students have made throughout the school year. “I want to show kids how easy it is…
NBA offseason bold predictions: Stars on the move, LeBron James leaves Lakers, Draft shocker and more
The NBA offseason has arrived, and plenty of big moves will be made over the coming weeks... so let's get bold
Great Canadian Entertainment Completes Sale of River Rock Casino Resort
Musqueam Traditional Territory (Richmond, B.C.), June 16, 2026--Great Canadian Entertainment ("Great Canadian") announced today the successful closing of the sale of River Rock Casino Resort ("River Rock"), located in Richmond, B.C. on Musqueam lands, to a partnership formed by Petroglyph Development Group ("PDG"), a wholly owned corporation of Snuneymuxw First Nation, and Musqueam Capital Corp ("MCC"), the economic development arm of Musqueam Indian Band. The closing completes the previously an
NYC Health + Hospitals/Bellevue Celebrates Pride Month with NYC Council Member Carl Wilson and Hospital Leaders
New York, NY – NYC Health + Hospitals/Bellevue hosted its annual Pride Month celebration, bringing together elected officials, patients, staff, and
NFL legend Calvin Johnson thinks one player has a shot at breaking his single-season receiving record
Megatron believes this young star has the right quarterback, offense and skill set to challenge the 14-year mark
What a New DOJ Memo Means for Small Business Hiring Practices
A recent U.S. Department of Justice (DOJ) legal opinion could significantly affect how federal discrimination law is applied to small businesses.
Florida Small Business Owners Meet with Congressional Leaders at NFIB’s D.C. Fly-In
NFIB’s annual event brings small business to Capitol Hill.
Steelers great Ben Roethlisberger says Ravens are 'falling apart' and Super Bowl window 'has closed'
The former Steelers QB is clearly not a fan of Baltimore's offseason moves
48 Arizona Legislative Candidates Earn Crucial Small Business Endorsement
NFIB Arizona PAC endorses 48 pro-small business candidates running for the state legislature
Darryn Peterson wants the Wizards to know he's all-in. Will it change the NBA Draft?
Darryn Peterson's message to the Wizards is clear: He wants to be No. 1
Texas Tech's Brendan Sorsby declares for 2026 NFL supplemental draft; top 50 NBA trade candidates
Plus, the Bulls have their next head coach
Yum! Brands to sell Pizza Hut in $2.7 billion deal
The sale comes months after Yum! Brands said it was reviewing strategic options for Pizza Hut.
Utah stepped in. Brendan Sorsby stepped out. But questions still abound about the future of NCAA football.
Utah’s attorney general and governor say the Brendan Sorsby case will ‘extend well beyond’ Texas Tech.
Cam Ward's Fantasy stock rises under new Titans play-caller Brian Daboll
Here's how new Titans play-caller Brian Daboll will impact the 2026 Fantasy season
Texas Tech QB Brendan Sorsby declares for NFL supplemental draft amid NCAA legal battle
The Red Raiders quarterback bypasses a massive eligibility battle and legal war with the Big 12 after admitting to wagering on his own team
Designing the Health Systems AI Promised
Every technology transition in healthcare has produced the same pattern: capability arrives before governance, deployment outpaces integration, and the accountability gap closes, eventually, through incident, litigation, or regulation. AI is running the same pattern, faster and at greater scale, in systems that were already fragile before it arrived.The more uncomfortable question shifts the lens away from what AI is doing to health systems, toward what health systems were never built to be. The institutions now absorbing...
MSU professor reflects on the ‘pursuit of happiness’ 250 years since America’s inception
Raul Rodriguez, professor and director of MSU's LeFrak Forum forum, answers questions on what the “pursuit of happiness” means two-and-a-half centuries later.
Downtown SLC location of Market Street Grill to close after almost 50 years in business
After almost 50 years in business, this downtown Salt Lake City restaurant is closing.
Bulls reportedly hiring Tiago Splitter as head coach as Chicago looks for fresh start
Splitter spent last season as the Portland Trail Blazers' interim coach
NYC Health + Hospitals/Jacobi | North Central Bronx Celebrates Blood Donations to Save Over 200 Lives
NYC Health + Hospitals/Jacobi hosted a blood drive with the New York Blood Center (NYBC) where over 80 donations were made that can save up to 243 lives.
College football's most experienced offenses: Ranking all 138 FBS units ahead of the 2026 season
A full breakdown of rushing, passing and receiving efficiency for every FBS roster
Two-time UFL Offensive Player of the Year gets another NFL shot, signs with Broncos
Hakeem Butler led the UFL in receiving yards and now gets another chance to stick on an NFL roster under Sean Payton
Big 12 pursues legal action against Texas Tech, Texas Attorney General in Brendan Sorsby case
The Big 12 seeks clarity in its authority to enforce bylaws after a previous judge granted the Texas Tech QB an injunction to play in 2026 despite gambling on his team's games
UNC vs. West Virginia live blog, updates, highlights and more
The Tar Heels face West Virginia in the College World Series winners' bracket. Follow along on our live blog.
Why Apple built a third-party AI system for Siri and then refused to show it at WWDC
Apple's iOS 27 beta contains an Extensions framework for Claude, Gemini, and ChatGPT inside Siri, but the feature was absent from the WWDC 2026 keynote.
The world’s weirdest cat keeps turning up where nobody expects
Meet the black serval, a long-legged wild cat native to Africa
How the NBA champion New York Knicks can run it back: Roster gets expensive, but the core can stay intact
The Knicks are NBA champions for the first time in 53 years, and their title window with this roster should stay wide open for a while
Artemis II is already changing what we know about the Moon. I'm a geologist – this is how the mission science is unlocking key lunar secrets | BBC Sky at Night Magazine
How the Artemis II mission is helping lunar science and revealing the secrets of the Moon, Earth's natural satellite.
What's next for the Spurs? Why the path to building a champion around Wemby could include trading De'Aaron Fox
Following an NBA Finals loss to the Knicks, the Spurs could look to emulate the Thunder's title-winning blueprint
NBA Finals winners and losers: Every Knicks move looks brilliant, Victor Wembanyama blows golden opportunity
The Knicks are champions for the first time since 1973... but there are more Finals winners and losers than meet the eye
Knicks' Jalen Brunson named NBA Finals MVP after 45-point outburst in Game 5 win over Spurs
Brunson led the Knicks to their first title since 1973
Aldon Smith, former 49ers All-Pro defensive lineman, dies at age 36
The 49ers announced Smith's passing on Saturday night
SEC warns Protect College Sports Act will trigger more lawsuits, not fewer
A June 8 memo obtained by CBS Sports shows the conference's specific objections to the Protect College Sports Act.
Donovan McNabb Jr commits to UNLV: Dan Mullen secures pledge from son of six-time Pro Bowler
The younger McNabb joins the Mountain West's No. 1-ranked recruiting class in the 2027 cycle, according to 247Sports
Why the revamped Pac-12 immediately moves to the front of the Power Six hiarchy
An overhauled Pac-12 will be back on the field this season, but where will it rank among the other leagues next season?
Texas Tech had the chance to become a great success story, but chose to be a victim instead
By throwing all its weight behind Brendan Sorsby, Texas Tech drastically altered its public perception
Opinion: Science should not be subject to loyalty tests
Opinion: This could be Trump’s worst attack on science yet
From Soil Health to Business Resilience: Key Takeaways from the World Living Soils Forum 2026
The World Living Soils Forum 2026, held in Arles on 3–4 June, brought together business leaders, financial institutions, policymakers, scientists and agricul...
NYC Health + Hospitals/Bellevue Inpatient Lean Team Recognized for Operational Excellence by America’s Essential Hospitals
New York, NY – NYC Health + Hospitals/Bellevue today announced that its Inpatient Lean Team has been recognized by America’s Essential Hospitals. The
NFIB Members Bring Small Business Agenda Directly to Washington Policymakers
Small business owners met with Administration and Congressional leaders during 2026 NFIB Fly-In
UofL Health, southern Indiana hospitals among list of facilities Trump is warning over price transparency
UofL Health Jewish Hospital and two southern Indiana hospitals are among dozens of facilities in Kentucky and Indiana that received notices from the Trump administration to provide pricing information.
Wanya Morris trade grades: Falcons acquire young Chiefs OT in late-round pick swap
Atlanta has welcomed two former Kansas City right tackles this offseason
NYC Health + Hospitals/Jacobi | North Central Bronx Dental Department Launches Evening Appointments
Bronx, NY – NYC Health + Hospitals/Jacobi/North Central Bronx (NCB) today announced its Dental Department will begin offering evening appointments,
Sean Payton signs new five-year contract, remains with Broncos through 2030 season
After leading Denver to a 14-3 record and an AFC Championship Game appearance, the Super Bowl-winning coach is locked in long term
Lovelace Health System cuts 43 employees amid 'challenging policy environment'
Lovelace Health System confirmed they cut around 43 people from its workforce, citing rising costs and a "challenging policy environment."
NFIB Florida Executive Director Reacts to May’s Small Business Optimism Index
Main Street pulls back on hiring.
How long will Justin Jefferson stay in Minnesota? Kyler Murray, J.J. McCarthy can stop the clock from ticking
If the Vikings struggle again in 2026, things will get interesting with their superstar receiver
Political reviews are causing a huge grant backlog at the National Park Service
Hundreds of millions of dollars in National Park Service funding is sitting in limbo at the Department of Interior, awaiting a political review that longtime agency staff say has put a stranglehold on the agency’s work.
Elon earns national recognition for preparing future elementary teachers in the science of reading
The Bachelor of Arts in Elementary Education program at Elon University has earned an A+ from the National Council on Teacher Quality (NCTQ) for how well they prepare future teachers to teach...
164th Shelby County Fair brings the fun and entertainment to the Shelby County Fairgrounds
Keith Kaiser finds out about the big charm of a small county fair.
Chiefs rework Patrick Mahomes' contract as quarterback becomes NFL's first half a billion dollar player
With the new deal that runs through 2033, Mahomes will earn an NFL-best $64 million per year
NFIB Maryland State Director Reacts to May’s Small Business Optimism Index
Main Street pulls back on hiring.
Mike Vrabel addresses possible Stefon Diggs return to Patriots as WR remains a free agent
New England released Diggs earlier this offseason
University of Utah to build major new health campus at The Point in Draper, officials announce
The rapidly growing area of Salt Lake County, which once housed the state prison, has been eyed for significant development.
MetroPlusHealth Guides Essential Plan Members Through Upcoming Coverage Changes
MetroPlusHealth, New York City’s high‑quality, affordable health plan, is actively supporting members affected by upcoming federal funding changes to the
Agent's Take: Why Fernando Mendoza remains unsigned, and how Ty Simpson could factor in
Mendoza's contract terms are largely set. The sticking point is how and when the Raiders pay his signing bonus
Texas Tech's decision on Brendan Sorsby threatens to throw a live grenade into college football powder keg
With the Big 12 and national college football landscapes hanging in the balance, Texas Tech can't afford to take a chance on playing Sorsby
MLB trends: Red Sox's home woes, how Giants lost the Patrick Bailey trade and a bargain free agent making good
Let's check in around the league as the summer drags on
Too many free tickets and money left ‘on the table’: Here’s what consultants found when they reviewed Utah’s athletics operations
Utah athletics hired a consultant to review parts of its department last summer. Here's what they found, according to a document recently obtained by The Salt Lake Tribune.
White Sox prospect Braden Montgomery hits walk-off homer in MLB debut as Chicago's resurgent season continues
Montgomery became just the fifth player in MLB history to hit a walk-off homer in their MLB debut
NEW NFIB SURVEY: Small Businesses Report Reduced Optimism
Main Street pulls back on hiring
Small Business Index Slips Below its Historic Average
NFIB Montana comment on May 2026 SBET
Bleecker Street, LD Entertainment acquire Anton Corbijn’s ‘A ...
Oscar winner portrays celebrated novelist Patricia Highsmith in new thriller.
Saving Great Salt Lake key issue in Utah’s House District 21 primary race
Democrats Aaron Wiley and Stephen Otterstrom are vying to replace Rep. Sandra Hollins in the Utah House of Representatives.
Small Business Index Slips Below its Historic Average
NFIB California comment on May 2026 SBET Report
Small Business Optimism Index Dips Below Historic Average
NFIB Oregon comment on June 2026 SBET
Brendan Sorsby fallout: Georgia, Nebraska boycott future games vs. Texas Tech as Big 12, Big Ten mull action
Athletic directors and conference commissioners are reacting strongly to an injunction that restored Brendabfrn Soraby's for the 2026 season
NYC Health + Hospitals/Bellevue Marks 200th Transcatheter Aortic Valve Replacement
New York, NY – NYC Health + Hospitals/Bellevue announced a major milestone in its cardiovascular program: the completion of its 200th minimally invasive
Electric Ladyland announces closure after nearly 50 years on Bardstown Road
The smoke shop, record and metaphysical supply store opened in 1978 and is known for its bright Bardstown Road storefront, counterculture roots, and hippie-inspired decor and exterior.
Ranking the 15 NFL quarterbacks who most need a Super Bowl win for their legacy
Ranking 15 quarterbacks that need to win the Super Bowl to define their legacy in the NFL.
Snyder's Soapbox: You don't want a salary cap, you just want to be a billionaire
The only thing a salary cap will do is keep player salaries down and save the poor owners some money
Two Ballad Health hospitals at risk of closure
Two Ballad Health hospitals are at risk of closure, according to a new report from the Virginia Joint Commission on Healthcare.According to the report, Dickenso
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.
54 Utah Legislators Rack Up 100% Small Business Voting Records
NFIB Utah small business voting record for the 2025-2026 session of the Legislature
NYC Health + Hospitals/Bellevue Director of Capital Design and Construction Yunjung Lee Recognized by Crain's New York Business as a 2026 Notable Leader in Architecture
NYC Health + Hospitals today announced that Yunjung Lee, Director of Capital Design and Construction at NYC Health + Hospitals/Bellevue, has been named to
NYC Health + Hospitals/Bellevue Director of Capital Design and Construction Yunjung Lee Recognized by Crain's New York Business as a 2026 Notable Leader in Architecture
NYC Health + Hospitals today announced that Yunjung Lee, Director of Capital Design and Construction at NYC Health + Hospitals/Bellevue, has been named to
College football's most experienced teams: Ranking all 138 FBS rosters ahead of the 2026 season
A full overall, offensive and defensive breakdown of every team in major college football
MLB Power Rankings: Who needs a salary cap? Why almost every team is still in playoff contention
If you like parity, what more could you want than this?
Is Hims & Hers Health, Inc. (HIMS) A Good Stock To Buy Now?
Is HIMS a good stock to buy? We came across a bearish thesis on Hims & Hers Health, Inc. on Valueinvestorsclub.com by Pridwen. In this article, we will summarize the bears’ thesis on HIMS. Hims & Hers Health, Inc.’s share was trading at $27.51 as of June 2nd. HIMS’s trailing and forward P/E were 57.14 and 58.82 […]
College football teams generating buzz ahead of 2026: LSU, Notre Dame, USC offseason hype builds
These 10 teams are riding the wave of positive momentum into the summer
City council member is challenging an incumbent senator in Utah County. Here’s where they stand.
In Senate District 21, incumbent Sen. Brady Brammer is facing Ceder Hills City Council member Kelly Smith for the Republican nomination. Here is how they responded to seven questions about the most pressing issue Utah is facing.
These 3 Democrats want to replace Nate Blouin in the Utah Senate
As Nate Blouin vies to head to Washington to represent Utah's new left-leaning 1st Congressional District, three Democrats are competing to replace him in state Senate District 13.