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Office suite catches fire at Point Loma Business Center
Firefighters quickly contained an early morning commercial fire at a business office building in Point Loma, preventing further damage and ensuring no injuries were reported.
Why Accel Entertainment (ACEL) Is Up 9.5% After Beating Revenue Forecasts With 8.5% Growth
Earlier this quarter, Accel Entertainment reported quarterly revenue growth of 8.5% year on year, surpassing analyst expectations even as operating income trends were mixed. This revenue surprise stands out because it reflects resilience in Accel’s local gaming footprint while many consumer discretionary peers also beat sales forecasts. Next, we’ll examine how this stronger-than-expected revenue performance may influence Accel Entertainment’s existing investment narrative and growth...
Honeywell Sees Strong M&A Opportunities in Industrial Automation Business
Honeywell International Inc. (NASDAQ:HON) is included among the 10 Best S&P 500 Dividend Stocks to Buy Right Now. On June 11, Reuters reported that Honeywell International Inc. (NASDAQ:HON) is targeting acquisitions valued between $2 billion and $4 billion and sees significant opportunities for deals within its industrial automation business. “There is a ton of opportunity […]
States launch investigation into ChatGPT's impact on young users
New York State Attorney General Letitia James served OpenAI a subpoena on Friday seeking a wide range of documents, The Wall Street Journal reported.
SBA moves to revise 8(a) rules while preserving tribal, ANC eligibility
Details By Brian Edwards Native Contracting June 13, 2026 The U.S. Small Business Administration has proposed changes to its 8(a) Business Development Program that would eliminate race-based presumptions of social disadvantage for individually owned businesses while leaving eligibility standards unchanged for tribally owned enterprises, Alaska Native corporations and other Native entity-owned participants. In both the title and summary of the proposed rule published in the Federal Register, SBA emphasized that the changes only apply to individually owned firms and “do not impact entity-owned firms,” including tribes, Alaska Native corporation, Native Hawaiian organizations and community development corporations. The proposed rule, announced June 11, would require all individual applicants seeking admission to the 8(a) program to submit evidence demonstrating social disadvantage. Membership in a racial or ethnic group alone would no longer establish eligibility, according to the SBA. For Indian Country, the agency said eligibility standards for businesses owned by federally recognized tribes, Alaska Native corporations, Native Hawaiian organizations and community development corporations would remain unchanged. The proposal comes after the Department of Defense reaffirmed that participation by tribes and Alaska Native corporations in the 8(a) program is based on their political status under federal law rather than diversity, equity and inclusion initiatives. In a May 28 letter to Alaska's Republican Sens. Lisa Murkowski and Dan Sullivan, Under Secretary of Defense for Acquisition and Sustainment Michael P. Duffey wrote that participation by federally recognized tribes and Alaska Native corporations in federal programs is “grounded in their political status as Native Americans, not DEI initiatives.” The SBA proposal follows a 2023 federal court ruling that found unconstitutional the program's rebuttable presumption that members of certain racial and ethnic groups were socially disadvantaged. SBA Administrator Kelly Loeffler said the proposed rule would establish a single standard for individually owned applicants by requiring evidence of social disadvantage. The 8(a) Business Development Program provides participating firms with business development assistance and access to federal set-aside and sole-source contracting opportunities. The program remains a major source of federal contracting revenue for tribal enterprises and Alaska Native corporations. Native-owned firms received $16.1 billion of the program's approximately $26 billion in federal contract awards during fiscal 2024, according to data previously reported by Tribal Business News. The proposal also arrives amid ongoing concerns from Native contractors about SBA administration of the program. In May, the Native American Contractors Association and 53 Native-owned businesses urged SBA to address delays in processing 8(a) applications, saying some reviews had stretched beyond regulatory deadlines and appeared to have stalled since August 2025. The proposed rule is open for public comment through July 13. The Federal Register notice does not reference tribal consultation or indicate whether SBA determined consultation was unnecessary because tribal eligibility standards are unchanged. The SBA has not announced when the proposed rule would take effect. The agency is expected to accept public comments before issuing a final rule.About The AuthorAuthor: Brian EdwardsBrian Edwards is associate publisher and associate editor of Tribal Business News and Native News Online. He is a longtime publisher, editor, business reporter and serial entrepreneur. Subscribe Today!Other Articles by this authorDefense Department reaffirms tribal, ANC eligibility in SBA 8(a) programTribal heritage projects eligible for up to $100K in federal funding through NPS programIHS launches tribal long-term care construction initiative with three projectsIḷisaġvik College acquires site for long-planned Utqiaġvik campus This article is available to paid digital subscribers. Click here to sign in or get access.
Is Beaten-Down Phibro Animal Health Stock a Buy Following an Insider Purchase of 10,000 Shares?
This animal health provider, serving global livestock markets, reported a notable insider buy in its latest SEC filing.
Intel Reportedly Prepares Itself For Raptor Lake ‘NEXT’, As The Demand For DDR4 Platform Increases Significantly
Intel plans to launch Raptor Lake Next CPUs in early 2027 to meet DDR4 demands alongside Nova Lake processors amid high DDR5 prices.
Penguins Reportedly In Mix For $74M Star Defenseman
Darnell Nurse is willing to be traded to Pittsburgh.
Steam machine reportedly sent to reviewers as embargo date and package contents leak
According to a new leak, the first Steam Machine review units may already have been shipped to reviewers and content creators. The rumored review embargo date and possible package contents have also surfaced.
10 things we learned about Mike McCarthy and the Steelers during spring workouts
Aaron Rodgers reported early for the voluntary portion of the Steelers’ offseason workouts. Other star players who might typically skip OTAs also...
Trump’s Too Busy with His UFC Birthday Party to Sign a Ceasefire Agreement with Iran
Luckily, Vice President J. Divan Vance isn’t on vacation this weekend, so he’ll reportedly fill in for the president on Sunday to sign the terms.
Meta's Facebook and Instagram hit by outages
Facebook and Instagram users reported issues with accessing the platforms, according to the third-party outage-tracking website DownDetector.com.
Apple to Release These 15 New Products Later This Year
Apple's annual WWDC developers conference is drawing to a close, but there is still a lot to look forward to in the second half of the year. Apple is expected to release at least 15 more products later this year. Now that the more intelligent and personal version of Siri has finally arrived in beta, a full two years after Apple first previewed it at WWDC 2024, we should begin to see some new devices that were reportedly postponed until the new Siri was ready.
NFL reportedly will not punish Chiefs DB coach Dave Merritt after offseason arrest for domestic battery
Dave Merritt has coached Chiefs' defensive backs since 2019.
Lexington police searching for man they say robbed business
Lexington police are searching for a robber after someone reportedly stole money from a business on Anniston Drive.
Tenn. to report information from disabled migrant children in public health care program
Information on sick or disabled undocumented children receiving public health care will soon be reported to Tennessee's new immigration enforcement division.
Tenn. to report information from disabled migrant children in public health care program
Information on sick or disabled undocumented children receiving public health care will soon be reported to Tennessee's new immigration enforcement division.
Red Sox's Aroldis Chapman reportedly says if Yankees trade for him, GM Brian Cashman should apologize to LHP first
Businesses feeling the pain from AI spending, so OpenAI reportedly weighs price cuts
An artificial intelligence price war between OpenAI and Anthropic might be brewing, with The Wall Street Journal reporting that OpenAI, the maker of ChatGPT, is considering "drastic" price cuts for business clients.
The deadly tapeworm spreading across America has reached the Pacific Northwest
A potentially dangerous tapeworm linked to severe, cancer-like disease has now been found in the Pacific Northwest, marking its first detection in wild animals along the U.S. West Coast. Researchers discovered the parasite, Echinococcus multilocularis, in 37% of coyotes tested around Puget Sound—a surprisingly high rate for a region where it had never been reported until recently.
Tennessee health department warns parents their children will be reported to immigration officials
Pediatricians warned of dire consequences for kids with critical illnesses who rely on a specialized Tennessee public health care program.
Yet more layoffs reported at Ubisoft, this time in San Francisco
On the same day as Ubisoft announced it was closing its studios in Winnipeg and Belgrade and proposing further changes …
Warriors get informative Michael Porter Jr. trade news
The Golden State Warriors were reportedly interested in the Brooklyn Nets' star forward earlier this season.
Patrick Mahomes, Chiefs agree to reworked contract reportedly valued at more than $500 million
Patrick Mahomes, Chiefs reportedly agree to reworked contract valued at more than $500 million
The Health and Wellbeing of Formerly Incarcerated People in Connecticut: Insights from the DataHaven Community Wellbeing Survey
By Carter Shannon, Nat Markey, Nora Hodgson, Samantha Lydell, Andrew Carr, and Mark Abraham, DataHaven About this Report Approximately 1 in 5 men aged 18–64 in Connecticut have experienced incarceration at some point in their lives. This population includes people who have been held in a local jail for a single night and those who have served lengthy prison sentences, and it cuts across race, age, geography, and socioeconomic background in ways that reflect broader structural inequities in the criminal legal system. Yet across nearly every indicator of wellbeing, formerly incarcerated people in Connecticut face significant disparities compared to those without an incarceration history. This report explores data on the experiences of formerly incarcerated men in Connecticut from the DataHaven Community Wellbeing Survey (DCWS). The DCWS illuminates significant gaps in economic wellbeing, physical health, mental health, and social support between men with and without incarceration histories in Connecticut. The survey also reveals worse self-reported outcomes for formerly incarcerated people across a range of quality-of-life indicators, with disparities that are often most severe among those who have been incarcerated more than once. These disparities do not arise by chance. They are shaped by a policy landscape that erects lasting barriers to housing, employment, and healthcare for people leaving incarceration, as well as by the physical and psychological toll of incarceration itself. This report is being written in the political context of federal funding cuts to social programs and proposed rollbacks to Medicaid eligibility, changes that will disproportionately impact people with incarceration histories, who are more likely to rely on public health coverage and other safety net supports.
Elliotte Friedman Shares Latest on Oilers' Pursuit of Mike Babcock
NHLPA review complicates Edmonton Oilers' reported Mike Babcock pursuit.
Nvidia Buys Kumo AI To Bring AI Predictions To Business Data
Nvidia's reported $400 million acquisition of Kumo AI is a bet that the next wave of enterprise AI value will come from business data, not just documents and code.
Democrats decry May inflation numbers that Trump says are 'great'
The Labor Department reported Wednesday that consumer prices rose 4.2% in May compared with a year earlier
POP Culture Group Reports Revenue Growth of 65%, Driven by Digital Entertainment Expansion (CPOP)
Strong gains in digital entertainment helped boost revenue and operating income, highlighting a shift toward higher-growth business segments. Key Investor TakeawaysPOP Culture Group reported revenue growth of 65% year over year for the six months ended December 31, 2025.
Official | Ewen Jaouen completes Newcastle United move
Newcastle United have confirmed the signing of Ewen Jaouen (20). The French goalkeeper departs for a reported fee of €28.5m, a record sale for a Ligue 2 side.The Stade de Reims goalkeeper was a soug...
New entertainment center being developed in Maricopa
MARICOPA — Plans for new entertainment options in Maricopa are progressing, as developer Scott Bartle is reportedly bringing a new indoor-outdoor entertainment center to the city near Copper Sky Regional
God's Laboratory: On Science in the Service of Myth
Scientists have located the Garden of Eden. It is in Botswana. This was reported not in the theology section of any publication but as a science story,
Starbucks said to weigh Japan unit options, including a stake sale, Bloomberg News reports
Starbucks is considering options for its Japanese business, including a stake sale, following the disposal of a majority interest in its China operations, Bloomberg News reported on Tuesday.
NBA Finals: President Donald Trump reportedly not expected to attend Game 4, but security zone around MSG will remain in place
Teen boys illegally collect tires for family business: Mayfield Heights Police Blotter
The owner of Tire and Wheel reported around 10 p.m. May 29 that he was remotely checking the business cameras and saw that two people were trying to open a scrap bin. As officers responded to the business, a security company reported that two people were taking used tires from the back of Nick Mayer Ford.
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.
Politics: The State Of LGBTQ+ Rights In 2026
Across the U.S., cities and communities are celebrating Pride during the month of June.At the same time, a new poll from Gallup suggests attitudes around LGBTQ issues are shifting. After two decades, support for the community has now dropped. The swing is being largely driven by republicans. Just four years ago, polling data suggested a majority of Republicans supported same sex marriage at 55 percent. That number is now at 37 percent.Trans issues, specifically, is another story. Only 5 percent of Republicans say changing one’s gender is morally acceptable. That number was at 22 percent five years ago.Trans rights in the U.S. are a hot button issue among conservative politicians and voters. President Donald Trump campaigned on it, spending millions of dollars on anti-trans ads. Since then, the administration has rolled back protections for and access to gender-affirming care.What is the state of LGBTQ+ rights in the U.S. today? And what does this reported dip in acceptance mean for the community?Find more of our programs online. Listen to 1A sponsor-free by signing up for 1A+ at plus.npr.org/the1a.
Is There a Business Case for Closing Fitting Rooms?
Brandy Melville has reportedly closed its fitting rooms, joining a growing list that includes Sainsbury’s, Tesco, and Goodwill. Critics fear it will increase returns — and waste.
Paramount Skydance seeks business counterpart to CBS News editor Bari Weiss, Axios reports
Paramount Skydance is scouting candidates to oversee the business side of operations, who would work alongside CBS News' editor-in-chief Bari Weiss, Axios reported on Tuesday, citing two sources familiar with the matter.
US Army helicopter goes down, but President Donald Trump says 'pilots are fine'
The New York Times reported that a U.S. Army helicopter went down near the Strait of Hormuz. President Donald Trump has said 'The pilots are fine.'
Liverpool take first step to agree mammoth Premier League deal
Liverpool are reportedly in the race for a mammoth Premier League transfer. They've taken the first step.Liverpool may nor may not replace Ibrahima Konate this summer. The Reds will lose the defender ...
Diamondbacks make a splash for two-way player Junsang Eom
PHOENIX — The Arizona Diamondbacks are reportedly closing in on a deal with a widely regarded No. 2 prospect for the upcoming KBO Draft.
Carolina Country Music Festival brings business boost to Myrtle Beach
Businesses along Ocean Boulevard reported a busy weekend as thousands of people flooded the Grand Strand for the Carolina Country Music Festival.
Abdul Carter Suffers Gruesome Injury At Practice (Breaking News)
New York Giants star pass rusher Abdul Carter suffered an injury at practice today that had fans and reporters taking notice. News of the injury was first reported early this afternoon and immediately went viral. This is what we know. Also Read: Dianna Russini Investigation Sparks Outrage, Details Released (Report) Giants’ Abdul Carter Suffers Brutal […] The post Abdul Carter Suffers Gruesome Injury At Practice (Breaking News) appeared first on Gridiron Heroics.
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.
3 Southern Ohio VA facilities go live on Oracle Health EHR
Before logging on to the long-awaited electronic health record system, employees at the Dayton Veterans Affairs Medical Center were reportedly "tense, but ready."
Hawks, head coach Quin Snyder reportedly agree to multi-year contract extension
Quin Synder is sticking with the Hawks for years to come.
Mosquito bite prevention remains best defense against West Nile virus | Health and Human Services North Dakota
North Dakota Health and Human Services (HHS) reminds people that preventing mosquito bites is the most effective way to avoid West Nile virus. Although no human cases of West Nile virus have been reported to HHS so far this year, there is a risk of contracting the disease anytime mosquitoes are active.
Correction: Theater-Ragtime story
In a June 6 story about the Broadway revival of “Ragtime,” The Associated Press erroneously reported that the original “Ragtime” production won Audra McDonald her first Tony. The production won
Nintendo Switch 2 and Switch NES, SNES, and Game Boy games reportedly getting challenges
NES, SNES, and Game Boy apps for Nintendo Switch 2 and Switch get major version updates, and challenges have apparently been leaked.
The Guy Who May Have Finally Fixed Siri Is Reportedly Not Getting Much Credit
Despite all his hard work, Mike Rockwell is reportedly not getting a moment in the spotlight.
Cardinals QB Jacoby Brissett reportedly set to report to mandatory minicamp this week after contract holdout
FULL SHOW: Inside INdiana Business 6/7/26
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