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Acknowledgments
This report was made possible by The Pew Charitable Trusts. Pew Research Center is a subsidiary of The Pew Charitable Trusts, its primary funder. This report is a collaborative effort based on the input and analysis of the following individuals: Research team Jocelyn Kiley, Director, Political ResearchSteven Shepard, Associate Director, Political ResearchHannah Hartig, Senior ResearcherBaxter […]
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
General Motors follows Ford's lead into the battery business
Yahoo Finance Senior Autos Reporter Pras Subramanian joins Julie Hyman on Market Catalysts to discuss General Motors' (GM) partnership with Peak Energy, placing a big bet on sodium-ion batteries. This comes one month after Ford (F) launched Ford Energy to develop energy storage batteries.
Arlington council renames entertainment district in bid to add the area to statewide network
The council voted unanimously to rename the district. It now awaits state approval.
Pfizer's 2025 Impact Report Highlights Progress Across Patients, Planet, and Responsible Business
Here at Pfizer, we are in the business of breakthroughs, and while our focus is on making advancements that impact patients’ lives, we are also aware of our work’s broader impact on the world. Every year, we take stock of the impact our work has on the world, the environment, and people themselves in our Impact Report.
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.
POP Culture Group Reports Stellar Half-Year Results: Robust Business Growth with Revenue Surging 141% Year-Over-Year
During the reporting period, the Company recorded net revenue of $68,902,790, representing a year-over-year increase of 65% compared to $41,813,266 in the same period of 2024, marking a leapfrog expansion in business scale. Revenue from the digital entertainment segment increased from $37.18 million for the six months ended December 31, 2024 to $66.57...
Google Gemini is down — live updates on rapidly growing outage
Gemini users are reporting problems today
CPI: Inflation rose to 4.2% in May, matching the forecast
The new CPI report showed inflation in May climbed to the highest rate in about three years.
[8-K] Agassi Sports Entertainment Corp. Reports Material Event
Stock Titan provides an ultra-fast stock market news feed and multiple tools for traders and investors.
ActBlue C.E.O. to Invoke Fifth Amendment in Testimony to Congress
The head of the Democratic fund-raising behemoth was called to testify on Wednesday about reports that she may have misled Congress about how it vets foreign donations.
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...
7 ways small businesses can support the LGBTQ+ community year-round
QuickBooks reports that small businesses should support the LGBTQ+ community year-round with inclusive practices, charitable donations, and volunteering initiatives.
MediaDailyNews: Google Now Reports Local Metrics By Linking Analytics With Business Profiles
Google on Tuesday introduced a direct integration between Google Analytics and Google Business Profiles, bringing local engagement data including phone calls, direction requests, bookings, and website clicks into the same reporting environment as web and app metrics.
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
Large language model helps radiology department boost patients’ report comprehension
Emory University has utilized OpenAI’s GPT-5 to create LLM-produced radiology report summaries, clickable terms with embedded educational content, and AI-generated videos.
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.
Resolution honoring LGBTQ health center in Arlington rejected by Tarrant commissioners
County commissioners voted along party lines not to honor the HELP Center for LGBTQ+ Health.
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.
Despite hot jobs report, small businesses pull back on hiring amid cost concerns
Small business owners appear to be pulling back on hiring plans, despite the government's release of a hotter-than-expected jobs report just days ago.
Vanderbilt Health and UAB partner to help more clinicians use genomic medicine in everyday care
The project will create a genomic eConsult service that allows clinicians to ask practical questions about genetic testing and interpretation.
NEW NFIB SURVEY: Small Businesses Report Reduced Optimism
Main Street pulls back on hiring
Roundup: Existing home sales / Faith Technologies / University Lakes update
A May surge: U.S. existing home sales rose in May to their highest level since December, reaching an annual pace of about 4.17 million. The increase was driven by slightly lower mortgage rates and stronger buyer activity. However, affordability remains a challenge as home prices stay elevated and supply is still limited. CNBC has the […]
More Small Businesses Are Increasing Prices—Here’s How Accounting Software Can Help
Inflation continues to affect prices, with a net 36% of small business owners reporting raising average selling prices in May—the highest reading since March 2023, according to National Federation of Independent Business (NFIB) data published on June 9. If you’re considering raising prices for yo
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.
Santa Cruz County business filings: Week of June 9
Businesses operating in Santa Cruz County must register with the county clerk. Lookout Santa Cruz reviews the public filings from local businesses to report on new businesses starting in the area.
Small Business Index Slips Below its Historic Average
NFIB California comment on May 2026 SBET Report
Boots in talks about possible $10B sale: report
Private equity firm Sycamore Partners, which took control of Boots through the acquisition of parent company Walgreens Boots Alliance of Deerfield last year, began discussions with potential strategic buyers before Easter.
Social Security retirement trust fund will run dry in 2032 unless Congress acts
Tens of millions of retirees and other Americans could see smaller monthly Social Security checks in six years if lawmakers don’t act to shore up the program’s finances, according to an annual report released Tuesday by Social Security’s trustees.
PAHO: Health tax levels in the Americas remain too low to curb harmful consumption of alcohol and sugary drinks
Washington, D.C., 9 June 2026 (PAHO) – Levels of health taxes on alcohol and sugar‑sweetened beverages in the Americas remain too low to significantly reduce consumption and prevent noncommunicable diseases (NCDs), even as the Region records some of the highest consumption levels in the world, according to two reports released by the Pan American Health Organization (PAHO).
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.
Indiana child well-being rank declines in national report
Despite improvement in some categories, Indiana's overall ranking fell four spots, its worst ranking since 2021.
Longtime CBS Chicago sports anchor Ryan Baker departing for new role in nonprofit sector
Longtime CBS News Chicago sports and news anchor/reporter Ryan Baker announced he will be leaving his role after nearly 20 years to enter a new chapter in the nonprofit sector.
Half of teacher preparation programs align with the science of reading, report finds
The share of teacher training programs aligned with the science of reading has doubled in the last few years, the National Council on Teacher Quality found.
South Boston business reports repeated vandalism of Pride sign
Security footage shows three separate incidents over the weekend that caused more than $500 in damage to a Pride display outside the store.
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 […]
The Ocean's Health Is Deteriorating on Multiple Fronts, U.N. Scientists Warn
A new U.N. report warns of escalating threats to the world's oceans from human impacts.
Bob Buckhorn PC raising $215K in most recent reporting period, the first as an official mayoral candidate
Buckhorn’s total haul to his political committee now sits at more than $2M
EU Says Decision Not to Launch Siri AI in Europe Is Apple's Alone
The European Commission has responded to Apple's announcement that Siri AI will not launch in the EU, saying the decision is entirely Apple's and that the company sought an exemption from its legal obligations rather than a compliant solution. Commission spokesperson Thomas Regnier told reporters in Brussels (via Reuters) that Apple had failed to develop interoperability solutions meeting EU privacy and security standards, and instead asked to be let off the hook entirely.
NIH Bethesda Declaration report: politics hindering research
'The administration is attempting to change almost every aspect of how science is conducted in the United States,' one Nobel laureate said.
NIH Bethesda Declaration report: politics hindering research
'The administration is attempting to change almost every aspect of how science is conducted in the United States,' one Nobel laureate said.
Trouble Ahead For GLP-1 Drugs As Health Plans Stop Paying
Half of U.S. employers and health plans are balking at paying for GLP-1 drugs like Ozempic, Zepbound and Wegovy for weight loss and obesity treatment, a new report shows.
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.'
Tennessee to report disabled immigrant kids getting public healthcare to ICE, advocates say
Scores of low-income immigrant children living with critical illnesses could soon lose access to life-sustaining medical care after Tennessee officials directed public health departments to verify their immigration status and report to the federal government, according to the Tennessee Justice Center. The Tennessee Department of Health is targeting Children’s Special Services, a last-resort public health […]
Six are elected to the NBA wing of the L.A. Times Sports Hall of Fame
Six people have been elected into the Lakers/Clippers wing of our Los Angeles Times Sports Report Hall of Fame.
Ohio Small Business Job Openings Decline in May
NFIB’s May Jobs Report shows little change in the employment market as the Small Business Employment Index remained essentially flat.
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 ...
Medical Advances Are Keeping a Health Reporter Busy
A conversation with Gina Kolata, who covers breakthroughs in medical science.
The radiologist shortage is real but smaller and more local than believed: Report
Approximately 1,470 of active radiologist openings have been sitting unfilled for over two months or more, concentrated in certain states.
The role of peer review
Modern peer review safeguards scientific quality yet is increasingly shaped by incentives, political priorities and funding challenges.
What a study at odds with Trump officials’ health guidance found on alcohol limits
The federally commissioned report was published in the Journal of Studies on Alcohol and Drugs.
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.
Meet our summer 2026 science and environment reporter
CDN welcomes an AAAS Mass Media fellow through August
Report: Arkansas softball shortstop Atalyia Rijo enters transfer portal
As a senior this year, Rijo recorded offensive career highs with a .342 batting average, 13 doubles, 7 home runs and 42 RBI
A reporting checklist for large language models in behavioural science
Nature Human Behaviour - Large language models offer new opportunities for behavioural science, but their rapid evolution poses challenges for research rigour. We introduce a consensus-based...
Jacoby Brissett reports for minicamp but still wants new contract
Brissett's arrival for mandatory minicamp doesn't mean the contract issues are over.
iOS 27 code has clear signs that a folding iPhone is coming soon
Code sleuths are diving into iOS 27 and finding hints about the unreleased iPhone Fold, and finding subroutines that report just how open or shut the foldable might be.
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.
Minority-owned businesses surge in Kansas City despite headwinds
In May, the Kansas City-based Ewing Marion Kauffman Foundation released a nationwide 30-year report on entrepreneurship.
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
Beachwood road closed during mental health crisis response, police say
The Beachwood Police Department responded to a report of a person experiencing a mental health crisis early Monday afternoon.
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.
Baton Rouge brick company rebrands through Ascension acquisition
Cocreham Brick has rebranded as The Brick Company and acquired Gonzales-based Economy Brick, a move that expands the Baton Rouge company’s footprint into Ascension Parish and strengthens its position in Louisiana’s building materials market. The company, which has operated in Louisiana under the Cocreham Brick name for more than 75 years, announced the rebrand and […]
Indiana Fever Star Aliyah Boston Announces Health Update on Monday
The Indiana Fever star shared a positive update on her condition after appearing on the injury report following Saturday's matchup against the New York Liberty.
What It Takes To Be A Top Tier Entertainment Lawyer in 2026
Share I’ve recently run several popular posts breaking down data related to sought after legal jobs. General Counsel Big Law Appellate Attorney Here is another in this series. Two Lawyers, One Elite Market Entertainment law can sound like a single professional category. In practice, the lawyers who reach the top of the Hollywood market often look quite different from one another. Consider two attorneys from the 2025 top-entertainment-law universe. Lesley Freeman represents one route: the company-side entertainment lawyer. She is chief legal officer of AGBO, where she oversees company-wide business and legal affairs across film, television, video game and interactive experiences, and technological innovation, after senior legal roles at MGM, Amazon MGM Studios, HBO, and O’Melveny. Daniel Petrocelli represents another route: the outside-counsel trial lawyer. He is chair of O’Melveny’s trial practice and a vice chair of the firm, with a national litigation practice that includes entertainment, sports, and media disputes. Their careers differ by platform, role, practice area, and professional identity. One sits inside an entertainment company; the other practices from a major law firm. One is associated with corporate and governance work; the other with litigation. Yet both fall within the same publicly recognized top tier of Hollywood lawyers. That contrast points to the article’s central question. If there is no single mold for a top entertainment lawyer, are the paths simply idiosyncratic, or do they follow recurring patterns? The data suggest the latter. The attorneys recognized on The Hollywood Reporter and Variety’s 2025 top-attorney lists do not follow one career template, but their paths are not random. They cluster around several defined routes: entertainment-focused private practice, company-side or operator experience, corporate and finance conversion, litigation conversion, public-service-to-litigation pathways, and smaller specialized lanes in labor, employment, and celebrity family law. Across those routes, the recurring ingredients are platform strength, educational capital or Los Angeles market proximity, long career tenure, specialized practice identity, and entertainment-industry fluency. The article examines five dimensions of the top-attorney sample: route into entertainment law, firm or organizational platform, education pipeline, seniority, and practice specialization. Data and Methodology The dataset includes 103 attorneys drawn from The Hollywood Reporter and Variety’s 2025 lists of top entertainment or Hollywood attorneys. For each attorney, the dataset tracks current organization, law school, J.D. year where available, first-known bar admission year, practice area, prior roles, platform type, and route into entertainment law. The sample is best understood as a recognized-attorney dataset, not a census of all entertainment lawyers. It captures lawyers who reached public top-tier recognition in 2025, rather than every lawyer practicing in the entertainment sector. Multiple but Defined Routes Into Entertainment Law The first question is how these lawyers entered the entertainment-law market. Because every attorney in the dataset is entertainment-related by definition, the key distinction is not whether they practice entertainment law. It is how they got there. The largest group followed what might be called the entertainment private-practice route. These attorneys appear to have built their practices around entertainment, media, talent, music, rights, production, intellectual property, or adjacent industry work relatively early. That route accounts for 40 of the 103 attorneys in the sample, or 38.8%.
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