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Westphal Staffing hires director of business development
Nicole Williams has joined Westphal Staffing as its director of business development, Westphal Staffing announced today. Nicole Williams Williams brings a
Business Notes: 140 new apartments in Norfolk; longtime Food Lion employees honored
See which businesses or leaders are celebrating milestones in Hampton Roads.
Why Life Science Tech Pilots Fail After The Demo — And How To Avoid It
A working demo might look promising, but it doesnt tell you whether the tech can be shipped, integrated, validated, and accepted by regulator. Tech consultant Lukasz Lazewski explains how to look past the allure and evaluate its true functionality.
CT chief justice aims to pilot ‘behavioral health court’ in New Haven
The task force includes doctors, law enforcement, educators and addiction treatment specialists who will shape how the court works.
Focus: Inside the U.S. race for drone delivery dominance
Engineer Beth Flippo uprooted her family in 2021, trading New Jersey for the rambling fields of Ohio, where she had been tapped to run a pilot program delivering groceries via drone for Kroger .
Armiger Entertainment Launches Kickstarter Campaign for Tenchi Galaxy Anime Pilot
Tenchi Universe director Hiroshi Negishi returns for spiritual sequel with hopes of full new series
Mass. House passes pilot for psychedelic mental health treatments
The Massachusetts House on Thursday passed language creating a five-year pilot program that would allow licensed mental health care clinics to offer on-site psychedelic treatments.
Common ground: Pilot program aims to help both homeless and business
On this edition, we talk with Darren Sparks of Tipping Point and Katie Wilgus of Downtown Eugene Inc. about a new pilot program in Eugene that aims to coordinate resources to better support those living unhoused and business owners who often are impacted by people forced to live on the streets.
Kimi K2.7 now available for Copilot Business and Enterprise
On July 1, 2026, we announced Kimi K2.7 would be available to Copilot Pro, Pro+, and Max plans. The model is now additionally available on Copilot Business and Copilot Enterprise…
Microsoft 365 Copilot adoption is under 4.5% after 3 years, only 1% use it weekly, yet prices went up
Fewer than 4.5% of Microsoft 365 customers pay for Copilot after three years, only 1% use it weekly, and Microsoft raised prices regardless.
Economic Development Committee to weigh two planning options for downtown and business campus sites
By Shereen Siewert | Wausau Pilot & Review Wausau's Economic Development Committee will consider planning agreements for a downtown mixed-use
BREAKING: Crews battle blaze at Wausau business
By Shereen Siewert | Wausau Pilot & Review Fire on July 5, 2026 in Wausau. Photo courtesy of Teresa Volpe A significant fire broke out Sunday at an
'She's Special': Harper’s Corner Wire-To-Wire Winner Of Schuylerville
Charles Bigg’s Harper’s Corner made every pole a winning one in Friday’s $200,000 Schuylerville (L), a six-furlong sprint for 2-year-old fillies on opening day at Saratoga Race Course. Trained by Cathal Lynch and piloted by Paco Lopez, the dark bay who became the first stakes winner for her sire, ...
A career of flying for science (and the occasional sled dog)
Martin Stuefer, the director of the Hyperspectral Imaging Lab at the University of Alaska Fairbanks Geophysical Institute, is both a pilot and researcher.
All of the best 4th of July deals on Samsung Galaxy gear, Google, LG OLED TVs, Copilot+ PCs, e-bikes, more
The 4th of July long weekend has arrived and we are tracking a giant selection of notable deals. This includes...
Final State Budget Brings $5M for New Behavioral Health Pilot to Central Coast
The State budget includes a one-time $5 million investment for CenCal Health and the behavioral health departments of both Santa Barbara and San Luis
Former SPASH science teacher charged with possessing child pornography
USA TODAY NETWORK STEVENS POINT – A former Stevens Point Area Public School District teacher was charged June 24 with 10 felony counts of possession of
Croatia criticised for ‘unambitious’ changes to 2022 science law
Croatia’s science ministry has been accused of a lack of ambition, and even incompetence, over proposed changes to the country’s 2022 science law. Critics say an opportunity has been missed to fix wider shortcomings in the research and universities system.“This law, like all the previous ones, will not significantly change the current state of science in Croatia,” Vlatko Silobrčić, a member of the Croatian Academy of Sciences, told Science Business. “A small shift here and there will not have a significant impact.”The 2022 law introduced multi-year block grant financing of research, based on results, and changes intended to boost employment and career progression for researchers and lecturers. But implementation of the law has been uneven. “It became apparent that certain of its provisions were subject to different interpretations by higher education institutions and scientific institutes,” the science ministry said in its proposal for change. “This caused legal uncertainty in the system, administrative difficulties in implementation and, in certain cases, unequal treatment of teachers, scientists and students.”Most of the proposed amendments deal with technicalities in hiring and promoting staff, such as extending the committee deadlines from 60 to 90 days, or allowing applicants to cite all of their achievements and not only those since their last appointment.Both the ministry and Croatian media highlighted changes that would raise the retirement age from 65 to 67 years and allow part-time students 15 year rather than 10 years to finish their studies.The change to retirement age has been criticised for reinforcing a weakness in the system. According to Matko Marušić, professor emeritus at the University of Split, this will “allow unproductive teachers to advance and work longer, while hindering and discouraging productive ones.”A longtime campaigner for excellence-based meritocracy, he sees little hope in the new legislation. “I am not optimistic that things will improve,” he told Science Business. “As recent changes to the law in Croatia show, the legal framework is becoming increasingly hypocritical and harmful.”For Marušić, who analyses Croatia's university system in a recently published book, the situation is “unfavourable and constantly deteriorating” due to the criteria used for academic advancement.“The key criterion for advancement should be scientific productivity,” he said. “In Croatia [. . .] scientific criteria are increasingly lowered, and ineffective and absurd criteria such as waiting times for promotion and age limits for remaining in a job are promoted.” He would also like to see better criteria for the quality of teaching at universities. “In practice, teaching is not monitored or evaluated,” he said, estimating that up to a third of teaching simply does not take place. “Under the guise of university autonomy and bad laws, universities and faculties are allowed to earn additional money by increasing enrolment quotas that have nothing to do with the needs of the labour market.” Lack of ambitionDora Kršul, a reporter at Telegram.hr who covers science policy in Croatia, finds the rationale for changes “bizarre.” “The ministry responsible for supervising the uniform application of the law is changing the law because it is being implemented unevenly,” she said. “This primarily speaks to the power relationship in the sphere of science and higher education in Croatia, that is, the question arises as to who actually manages this system.”Rather than raising quality, she continued, the changes appear to be designed to help vocational and applied universities who have not been complying with the law.The Independent Union of Research and Higher Education Employees of Croatia said that the changes were “unambitious” and represent a missed opportunity for more important changes. “We think some of the changes are even negative,” it said in its statement on June 25. One of these is introduction of an “assistant” job title that allows people to be hired only for the duration of a project. Related articles: Elections to top science bodies test Croatia’s gender equality in researchSlovakia revises R&D approach to increase focus on competitivenessLatvia pilots citizen engagement in research grant evaluationsThe union’s president, Tvrtko Smital, who was part of the 15-member working group tasked with drafting the changes, told the local media there was a “worrying lack of ambition” in the process, and “lack of competence” in terms of research experience and understanding the problems in the system.“There is no clear will to deal with the problems,” said Smital, an assistant professor of marine and environmental sciences at the Ruđer Bošković Institute in Zagreb. “It’s a combination of unambitiousness and incompetence,” he went on, expressing his “deep frustration” with the situation. “There is no strategy, no clear thinking, and money is not being spent optimally.”Croatia’s science ministry has not responded to requests for comment.
Flying for science (and the occasional sled dog)
A Cessna 185 zigzagged a tight back-and-forth pattern along Alaska’s southern coast earlier this summer, the pilot intent on his mission to measure the ocean's response to summer glacier melt.
NC’s first full budget since 2023 reflects transformed health policy landscape
North Carolina's first full budget since 2023 reflects Medicaid expansion, Healthy Opportunities Pilot funding, SNAP changes and new federal health policies.
White House forms UFO science panel led by polarizing Harvard professor
A polarizing Harvard astronomer has been appointed to lead a White House panel studying UFOs. Avi Loeb is leading a new Science Advisory Council tasked with finding the origin of unidentified objects spotted by military pilots and others.
Medicare will start covering weight-loss drugs on July 1 for the first time.
Millions of Medicare enrollees will gain their first-ever coverage for drugs for weight loss under a temporary pilot program that launches July 1.
Medicare will start covering weight-loss drugs on July 1 for the first time. Here’s what you need to know
Millions of Medicare enrollees will gain their first-ever coverage for drugs for weight loss under a temporary pilot program that launches July 1.
Medicare is about to cover GLP-1 drugs for weight loss. Here’s what to know.
The Trump administration will launch its pilot program on Wednesday. It lasts 18 months, and estimated costs to taxpayers have not been disclosed.
Patriotic movies to stream to celebrate America's 250th birthday
Patriotism on screen comes in all different forms. It's politicians, athletes, soldiers, pilots, journalists — people from all walks of life, coming together in ordinary and extraordinary ways and making
Jodie Sweetin praises “Better Call Saul ”actor cast as dad in “Full House ”pilot, but Bob Saget was always 'first choice'
Saget was engaged to cohost CBS' "The Morning Program" when he got the call for "Full House," which led to his absence in the original pilot.
Jodie Sweetin praises 'Better Call Saul' actor first cast as 'Full House' dad, but Bob Saget was No. 1 choice
Bob Saget nearly missed the chance to play Danny Tanner on 'Full House,' and though he was casting's 'first choice,' Jodie Sweetin says this 'Better Call Saul' star was 'very sweet' in the original pilot.
After budget impasse, business as usual for Virginia Democrats, analysts say
This has been a budget battle like none other, with big personalities, personal attacks and what looked like a high-stakes game of chicken with days to go before the Virginia state government couldn’t pay its bills.
Rabid bat confirmed in Shawano County, health officials urge caution
Wausau Pilot & Review SHAWANO — Health officials are urging residents to use caution around bats and other wild animals after a bat in Shawano County
People complete workforce pilot program designed to address maternal health inequalities
Pilots react to a Boeing 777 freighter's 'reckless' stunt over Texas
A Boeing 777 nearly clipped the ground during an unusually low flyover in Texas, a stunt veteran pilots called "reckless" and "stupid."
MAI-Code-1-Flash for Copilot Business and Copilot Enterprise
MAI-Code-1-Flash, Microsoft AI’s in-house coding model, is now generally available for GitHub Copilot Business and Copilot Enterprise, building on its recent expansion across Copilot surfaces. Purpose-built for coding and optimized…
Survey: Most Life Science Labs Piloting AI, Few in Production
A survey finds only 5% of labs use AI in production, with most still piloting the tech and citing integration, data quality as barriers.
Nevada takes step toward becoming corporate litigation hub with business court pilot program
The Clark County District Court this week announced it has restructured its departments to include a dedicated business court. The restructuring is expected to bring down case adjudication times, and it could help an ongoing effort to transform Nevada into a premier destination for corporate litigation. Judges Maria Gall and Joe Hardy–Departments 9 and 15, […]
New Enhanced Services Pilot Brings Home Health Aides to New Yorkers in Their New Homes
New York, NY – NYC Health + Hospitals’ Housing for Health initiative today announced Bridge to Care, a pilot program funded by The Leona M. and Harry B.
Three in five young gun violence survivors do not receive mental healthcare – this California bill can fix that
The Thrive Act will create a pilot program that offers mental health resources for shooting survivors and witnesses under 25
Project ASCENT at ILL selected for EU funding under "Choose Europe for Science"
The Institut Laue-Langevin (ILL) will lead the ASCENT project, funded at 1.4 M€ by the European Commission as part of the initiative "Choose Europe for Science 2025". The goal is to train the next generation of researchers and sustain Europe’s leadership in neutron science. ASCENT is one of 16 projects (three of them in France) funded under the pilot call of a programme that aims to enhance the attractiveness of research careers in Europe and address the challenge of scientific talent retention. It is also the only project led by a large-scale infrastructure.
Exclusive: Downed US pilot reported seeing Iranian drones swarm in ‘jellyfish’ formation
A US fighter jet pilot rescued by special forces after being shot down over Iran in April described a shocking sight before ejecting from his aircraft: multiple Iranian drones hovering in the air, moving as one, in a formation that resembled a jellyfish, according to four sources familiar with the matter.
FDA to launch pilot program to speed up early-stage clinical trials
Federal health officials aim to speed up drug development and better compete with China.
NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
The U.S. National Science Foundation’s NAIRR pilot program has driven innovative research across the U.S. for over 700 projects — spanning protein prediction and infectious disease outbreak management.
Here’s what comes next for MacArthur Center businesses, days before mall’s closure
Just days before closure, MacArthur Center tenants are moving out and looking for new locations.
Business Notes: Virginia Beach’s Tarnished Truth expands distribution; new city clerk in Newport News
See which businesses are expanding and which professionals are getting hired in Hampton Roads.
Microsoft says it'll force install Microsoft 365 Copilot on Windows 11 with MS 365 Business in the next 30 days
Microsoft quietly confirmed that the Microsoft 365 Copilot app will auto-install on eligible Windows PCs with Microsoft 365 desktop apps.
Jennifer Aniston joins “Friends ”in remembering James Burrows: 'He was a father figure to me'
Burrows, who directed the pilot of 'Friends' among other episodes, died on Friday at age 85.
Jennifer Aniston joins 'Friends' in remembering James Burrows: 'He was a father figure to me'
Jennifer Aniston joined fellow 'Friends' stars in paying tribute to James Burrows, who directed the pilot episode of the hit sitcom. Burrows died on Friday at 85.
Herring Gut Coastal Science Center welcomes two new members to Advisory Council
PORT CLYDE — Two distinguished leaders in environmental science and communications have been appointed to Herring Gut Coastal Science Center's Advisory Council: Claire Parsons and Melissa Waterman. The Advisory Council provides strategic guidance and expertise to support Herring Gut's mission of educating students and communities about the connections between Maine's waters, environment, and economy.
Texas State, Sky Safety Flight Academy partner to offer Aviation Science degree across San Antonio
Texas State University and Sky Safety Flight Academy are expanding the Aviation Science degree to San Antonio, creating new pathways for pilot training and aviation careers starting Fall 2026.
Latvia pilots citizen engagement in research grant evaluations
Latvia has introduced an element of citizen engagement to the evaluation of nationally funded research grants. The aim is to both create more connections between science and society, and to improve the quality of its evaluations. The move comes as research funders across Europe are experimenting with ways to improve evaluation processes in the face of a sharpened focus on science’s impact on society. Evaluators of grant applications submitted to Latvia’s Fundamental and Applied Research Programme (FLPP), the country’s main research funder, will this year have the option of consulting citizen feedback on challenges the public thinks science should focus on to inform their decisions. “In recent years, both public discussions and policy-level debates in Latvia have highlighted the importance of demonstrating how publicly funded research contributes to society, the economy and the resolution of real-world challenges,” said a source at the Latvian Council of Science (LCS), which manages the FLPP. “At the same time, research institutions themselves expressed interest in improving the project evaluation framework while continuing to ensure that funding is awarded to the highest-quality projects,” the source added. The citizen input comes from a survey that was conducted between 25 February and 16 March 2025, to which 1,737 people responded. It gathered information on what the public views as problem areas for Latvia, and the role of science and technology in providing solutions to these problems. A summary of these responses has been included as an annex to the FLPP 2026 call for proposals that evaluators can refer to, purely in an advisory manner, when judging proposals. Results from the survey show that the main problem areas identified by the public were in healthcare and public health, followed by the development of new treatment methods and medicines, and then digital technology, data security and cyber security. At the bottom of the list was research aimed at acquiring new knowledge about the universe, matter and the laws of nature. Further analysis looked at the public view of the possible role of science in solving these problems. The survey charted 4,167 individual responses based on open-ended questions that were derived from the participants’ answers. The analysis again found that medical and health sciences topped the scoring, with 788 responses referring to the field. Humanities and the arts were bottom of the list, with 625. Digging further into the details, the survey suggests citizens are aware of and concerned about a number of research areas. This includes technologies and innovation to improve the environment or reduce pollution, the development of modern military technologies and cybersecurity tools, and the development and application of artificial intelligence, among others. “We hope this initiative will help strengthen public trust in science and create a more meaningful dialogue between researchers and society,” the LCS source said, adding that it offers benefits to researchers, evaluators and to the general public. More space for citizen engagement in evaluationsThere is a gradual but increasing use of citizen engagement in research evaluation processes around Europe, especially in healthcare, but it remains relatively rare, said Henry Sauermann, a professor at the European School of Management and Technology in Berlin and an expert in citizen science.“Given that we are at a point where citizen involvement is extremely limited, there is presumably space for more, but it's not that we should do it just because we want to do it,” he told Science|Business. He said some research lends itself better to having citizen input, and this usually tends to be on the applied end of the science spectrum where the public can offer useful feedback based on their experiences. He added that advising scientists on certain topics to study is also a useful approach, in the way that Latvia is doing. “The public does fund a lot of science, there's a lot of tax money going into this. We of course do want to preserve academic freedom, but it's also not unreasonable to incorporate more feedback or input from citizens where possible,” he said. Related articlesCitizen science: where, when, and how to let the public contribute to researchHow can Europe cope with a flood of AI-assisted research grant proposals?Data Corner: Horizon Europe’s AI, digital and data call success rate is 5.2%There are several ways of involving citizens in science funding. The most minimal way is having a few representatives on a panel, such as members of a patient group or union. The most direct way is crowdsourcing funding for specific projects. There is an increasing number of online platforms that allow the public to chip in to support scientific proposals.Sauermann studied this in a recent paper and found that it can have its uses, but it still is not clear if there are benefits to it. There are various assumptions linked to citizen engagement, for example that it increases public trust in science, or that it provides a representative view of what the public thinks about science. These are not necessarily true, Sauermann found. People who participate in engagement activities tend to already be very trusting of science, and, on the whole, it is generally the well-off and well educated who contribute, giving a narrow view of public opinion. On whether citizen input can help manage the increasing number of proposals that are being submitted due to assistance from AI, Sauermann is more sceptical. “The obvious answer to the flood of AI-written proposals is AI-driven evaluation,” he said, adding that it doesn’t mean citizen engagement shouldn’t be a part of evaluations in a well thought-out manner. Southern Denmark’s successful approachOne successful example of citizen engagement in science evaluations was implemented in southern Denmark. Between 2019 and 2025, citizens in the region were invited to vote to fund one of five pre-selected projects in the field of healthcare. The project, called A Healthier Southern Denmark, was a collaboration between regional authorities, the University of Southern Denmark, and two media partners. Over the seven years, there were 75,000 votes and significant public engagement online and on social media. “It was a bit of a wild project, we’d never done something like that before and we were a bit nervous about what would be said in the media about it. But actually, people were very positive,” said Anne Kathrine Overgaard, one of the main organisers of the project from the University of Southern Denmark. The university and its researchers have learned a lot from the experience, particularly about engaging with society and shaping their research to match real-world needs. This is important with Europe’s increasing focus on competitiveness and bringing innovations to market faster, Overgaard said. She hopes to see more citizen engagement in evaluation processes and in science more broadly. “For many years, citizen engagement has been a bit of an add-on to proposals, just to check a box. But I think things are changing,” she said. It’s less about citizens just gathering data and more “about the dialogue between the public and the scientists,” she said. The initiative ended last year as the team wanted to regroup to find fresh momentum. The development of AI and AI-written proposals has made Overgaard reflect on how the project could be reworked to help evaluators. She hopes to bring it back in the future. “It could be a good idea to try this initiative again in a slightly re-worked format,” she said.
Health Outcomes Data For Wearables Key To Medicare Coverage Expansion
Insurance coverage of wearables is spotty. This could soon change as Medicare begins a pilot to facilitate access to wearables while gathering data on health outcomes.
Your letters: Writer uses novel character to make point about life, politics
Dear editor, In Louise Penny’s novels, her protagonist, Chief Inspector Armand Gamache, gives his subordinates a bit of advice: “Don't believe everything
Dragon Undocks to Return Science Experiments to Earth
At 12:25 p.m. EDT, the unpiloted SpaceX Dragon spacecraft undocked from the forward‑facing port of the International Space Station’s Harmony module after a command from SpaceX ground controllers. Flight controllers delayed the undocking slightly to power‑cycle a navigation sensor and restore full redundancy before departure.
Microsoft weighs DeepSeek for Copilot Cowork
Microsoft will also shift to usage-based pricing for the enterprise agent.
By Letting You Fly the Highwind and Drop Into Its Open World Wherever You Want, Final Fantasy 7 Revelation Is Doing JRPG Airships Right
By putting you back in the pilot seat and letting you command the Highwind, Final Fantasy 7 Revelation is finally bringing back the airship dream.
Business Notes: Stores open at Norfolk Premium Outlets; 3 women receive Farm Bureau awards
See which businesses are giving back and which ones are celebrating milestones in Hampton Roads.
Science facility in Newport News breaks ground on new center
The Thomas Jefferson National Accelerator Facility broke ground Friday for a new center that will expand its mission into high-performance computing, artificial intelligence and the data-driven research to meet the demands of modern science.
UK selected to participate in 'Science to Venture' pilot focusing on national security
The University of Kentucky and the University of Louisville have been tapped to join a small group of schools working on national security technology.
House committee votes to halt prior authorization pilot impacting radiology services
Lawmakers have opted against authorizing funding for the Wasteful and Inappropriate Service Reduction Model, citing concerns it will overburden patients and providers.
Who evaluates the evaluators? The data science behind agent evals
Learn how Copilot Studio approaches AI agent evaluation with generated data, grader validation, and scalable testing that improve agent quality.
Honda recalls more than 880,000 vehicles over rear suspension failure risk
Honda is recalling over 880,000 Pilot, Ridgeline, Passport and Acura MDX vehicles due to rear suspension corrosion that could increase the risk of a crash.
An Austin nonprofit wants to help food workers get health insurance
Good Work Austin's pilot program helped 25 food service workers get free health insurance this year. The organization's executive director wants to bring the benefit to more people in 2027.
Your Pixel Watch’s next big Wear OS update is almost here
Verizon says Wear OS 7 is already rolling out!
Promotora-led health program shows promise for rural Latina women
Pilot study links culturally adapted intervention to healthier eating and increased physical activity
Students test spices, bacteria at Binghamton science fair
Binghamton High is piloting a NY program giving students a project-based path to show what they’ve learned and reducing reliance on Regents exams.
Take a look at the first BHS Scholastic Science Fair
Students at Binghamton High School participated in their first science fair as part of New York’s PLAN pilot program.
UT Health San Antonio awarded grant to advance cervical cancer screening
Content provided by Lauren Michalk UT Health San Antonio has been selected as a recipient of the American Cancer Society’s Self-Collected Human Papillomavirus Readiness Pilot (SHaRP) grant, a national initiative designed to help health care organizations prepare for and implement HPV self-collection as part of routine cervical cancer screening. SHaRP supports the integration of human papillomavirus […]
UT Health San Antonio awarded American Cancer Society SHaRP grant to advance cervical cancer screening
Contact: Eileen Teves, 210-450-7239, tevese@uthscsa.edu Content provided by Lauren Michalk SAN ANTONIO, June 9, 2026 – UT Health San Antonio has been selected as a recipient of the American Cancer Society’s Self-Collected Human Papillomavirus Readiness Pilot (SHaRP) grant, a national initiative designed to help health care organizations prepare for and implement HPV self-collection as part […]
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.'
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.
North Central Health Care crisis worker named Wisconsin Co-Responder of the Year
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E-bike safety; lung cancer treatment and prevention; keeping CMA Festival attendees safe; plus other stories with Vanderbilt Health sources
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Advancing high-threat pathogen preparedness in WHO South-East Asia Region: 2025 in review
Effective preparedness for high-threat pathogens demands more than technical tools — it requires a coherent strategy, sustained country engagement, and the institutional infrastructure to translate evidence into action. In 2025, the Pandemic and Epidemic Management (PEM) Unit advanced all three, working across the full spectrum of high threat pathogen (HTP) preparedness: from methodology development and evidence generation to country-level technical support, emergency response, and regional workforce strengthening.At the core of the PEM unit's work is building the regional evidence and policy architecture needed to prioritize and respond to HTPs systematically. A major milestone was the development of the HTP Prioritization Methodology — a structured, multi-criteria approach to ranking pathogens by epidemic potential, severity, and national context — and its national pilot in Bangladesh, where SARS-CoV-2, Nipah, dengue, and cholera emerged as the highest-priority threats, informing the PEM unit's contribution to 2026–27 biennium prioritization and workplan development (Access link here).Underpinning this work, the PEM unit advanced the peer-reviewed evidence base for HTP preparedness in the South-East Asia Region (SEAR), with three publications in international journals in 2025: Development of a zoonotic influenza distribution assessment and ranking system (ZIDAR): Technical application in Nepal to support cross-sectoral risk-based surveillance in One Health; Implications for influenza A virus surveillance in Southeast Asian Region countries: a scoping review of approaches for the surveillance of swine influenza viruses at human-swine interfaces in BMJ Public Health; and Operationalizing multisector partnerships: a Theory of Action and Reflection tool for zoonotic influenzas in Health Policy and Planning. Together, these contributions move the Region’s HTP preparedness agenda from practice to science — generating the transferable methodological foundations that will inform evidence-based capacity strengthening in Member States.Country-level engagement in 2025 reflected the breadth of contexts in which HTP preparedness must function. Technical support was provided for Mpox and cholera events across the Region, including coordination of cholera and acute watery diarrhea prevention and control in Myanmar in the wake of the March 2025 earthquake. In Myanmar, the PEM unit contributed technical leadership to the earthquake emergency response — one of the most complex humanitarian emergencies in the SEAR — as Health Operations and Technical Support lead within the Incident Management Support Team. This included strengthening emergency response planning, supporting operational and after-action reviews, and providing monitoring and evaluation support for both acute and protracted crisis response. The breadth of HTP support provided to emergency operations across the SEAR was documented in the PEM unit’s contribution to the regional report for the Health Security Interface Technical Advisory Group.In Sri Lanka, technical collaboration with the WHO Country Office and the Ministry of Health laid the groundwork for the National Steering Committee's 2026 annual meeting, development of Standard Operating Procedures for specialized emergency response, and a national training programme — all structured around evidence-based risk assessment for specialized hazards including HTPs.Across the SEAR, the unit contributed to strengthening the workforce architecture that underpins HTP response. Technical inputs shaped the WHO South-East Asia Regional Health Emergency Workforce Strategy 2025–2030, and the PEM unit supported conceptual development of the health emergency workforce framework for the Pandemic Fund Round 3 proposal.Alongside this, the unit's sustained engagement on the meningitis agenda culminated in the launch of the Regional Implementation Framework to Defeat Meningitis in South-East Asia by 2030 at the Seventy-eighth Session of the Regional Committee, ensuring the Region's priorities were reflected in the Global Technical Task Force and expanding the unit's HTP engagement beyond outbreak-prone zoonotic pathogens (Regional Implementation Framework to Defeat Meningitis in South-East Asia by 2030).Taken together, 2025 demonstrated that meaningful HTP preparedness is built incrementally — through methodology, engagement, and the steady accumulation of institutional capacity across Member States.Bangladesh piloted the HTP Prioritization Methodology and identified the highest-priority pathogens in the country context (Photo credit: WHO Country Office, Bangladesh).
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