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From the Classroom to the Laboratory: Experiential Learning Shapes Food Science Student’s Future
Two semesters of experiential learning in Rutgers’ food packaging laboratory helped Daniel Burd transform classroom knowledge into award-winning research with real-world applications for the food industry. When Daniel Burd first arrived at Rutgers after earning an associate degree from Brookdale Community College, he knew he loved food science because it brought chemistry and biology to […]
As the coding boom fades, computer science grads focus on AI skills in choppy job market
Computer science student Jack Zemke was getting nowhere despite sending out hundreds of job applications that mostly disappeared into the void — ignored. With his graduation from Tulane University ju...
State error in Texas creates huge backlog in voter registration applications
In Bexar County, which includes San Antonio, the election office received about 45,000 backlogged voter registration applications.
Hands-on science can be cool
After spending many long days conducting experiments to find a new way to combat bacterial infections in crops, Misha Hegde and Mia Soleil Maurer have been rewarded with international recognition and access to top research facilities. But these are not typical scientists. They are 16-year-old German high school students.“Our supervisor told us that in order to start a project, you need to begin with either a question or a problem,” says Misha, adding that she and Mia had read about antibiotic resistance in certain plants being treated for bacterial infections. “We found out that antibiotics overuse is very common in agriculture,” explains Mia. “Our aim was to create an alternative to antibiotics and to try to raise awareness of the problem of overusing antibiotics.”Their subsequent research has focused on harnessing bacteriophages, the natural predators of bacteria, to eliminate pathogens threatening food crops treated with antibiotics. At the Schuldorf Bergstraße Jugend forscht MakerLab in Seeheim-Jugenheim, located in the German state of Hesse, they discovered a novel phage that infects the Rhizobium rhizogenes bacterium, which causes the hairy root disease that can reduce yields of tomatoes, carrots, soya beans and other food staples.The students believe their method could curb antibiotic use, while protecting plants from infections without disturbing the natural soil microbiome. “The application of phages is host-specific, so they would only kill the targeted pathogen or disease-causing bacteria,” explains Mia. It may also offer environmental benefits, since applying antibiotics can contaminate groundwater.Getting to this point has not been easy. The childhood friends admit to feeling frustrated when their trials did not yield the expected results. “We spent six months on our first experiment, just doing the same thing over and over and over again, to the point where we thought, is it even worth it? Why are we doing this?” Misha says. “You just need to be brave enough to take that first step and keep going.”The benefits of inquiry-based learningTheir determination has paid off. In 2025, the pair won first prize in biology at Jugend forscht, Germany’s national competition for young people interested in science, technology, engineering and mathematics. They were also among the winners of the German Research Foundation Europa-Preis, which is awarded to selected national winners at Jugend forscht, and took third place in the 2025 European Union Contest for Young Scientists.The Jugend forscht Foundation opens doors for young people to connect with scientists as well as industry professionals. Jessica Bönsch, executive director of the Foundation, sees Misha and Mia as prime examples of how young people can develop a deeper understanding of science through their own research projects. “The experience of working on your own research question is very important,” she explains, adding that “inquiry-based learning engages with real-life problems in a way that can be more motivating than traditional classroom teaching.”The Jugend forscht Foundation offers financial support through sponsor pools in Germany’s federal states. Some projects are developed in cooperation with student research centres, university labs or informal collaborative learning areas called makerspaces. Other activities start as hands-on “garage projects” and can grow within the Jugend forscht network and infrastructure.The Jugend forscht Foundation is also a partner of Science Comes to Town, an EU initiative to strengthen public awareness about science and create bridges between researchers and communities. The EU-financed project involves universities, research institutions and other stakeholders in three host cities — Brest (France), Kiel (Germany) and Split (Croatia).“It's so important for people not to live in a bubble, because I think science can be very scary if you misunderstand it,” Mia says of SCTT. The initiative’s aim of raising awareness about science is “absolutely amazing,” Misha adds. “I think it's the best way to kind of make science digestible for the public. In a world where misinformation in science is getting more radical, more dangerous, becoming more of a threat to the trust in scientific infrastructure and foundations, we need such programmes.”Misha and Mia also believe that SCTT can help break down gender stereotypes in science by encouraging young women to study and pursue careers in scientific fields. Both students have benefited from female mentors and encouragement they had when they were much younger. Mia’s love of science began with a class trip to a lab, while Misha — with a smile on her face — says she wanted to study history until “a teacher kind of coerced me into joining a school science club.”Recognition beyond EuropeIn May, Misha and Mia were among the finalists at the Regeneron International Science and Engineering Fair held in Phoenix, Arizona, and involving nearly 1,700 pre-university students from over 60 countries. “It was very crazy because there were so many people and so many teenagers interested in science,” Mia recalls. The event was also challenging. “It was eight hours of continuously presenting your project,” adds Misha.Attending the fair was a chance for the young women to see first-hand the value of international collaboration as well as how research cultures differ. “America is a bit more willing to take risks, and I think that's something we can learn about here in Europe,” Misha explains. However, she continues, “I think Europe has the talent, has the innovation and has the resources” to be competitive.Misha and Mia plan to continue their phage experiments in the new school year, inspired by the project’s hands-on nature and the support they receive from their supervisors. They have also attracted the interest of professional scientists and received invitations to leading research facilities, including the Centre for Synthetic Microbiology, jointly run by the University of Marburg and the Max Planck Institute for Terrestrial Microbiology in Germany. “It is so cool that we can do something to try to move the world in our school and at this age,” Mia says.After completing secondary school, Mia plans to study microbiology and pursue a career in medical research, focusing on Ebola and other infectious diseases. “This has been my dream for so long,” she says. Her friend Misha is interested in biological research with a focus on medicine. “I've gotten addicted to the process of going to the lab, planning out experiments, then failing, trying again,” Misha says. “I think there's just so much to be discovered, so much to be done.”The students' names and photos were published with the permission of their parents.Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Science Applications International (SAIC) After ORBIT Launch Narrative Puts Valuation In Focus
Science Applications International (SAIC) has recently drawn investor attention after its shares closed at US$129.69. The move comes amid steady government IT contract activity and mixed short term price performance. Recent trading has been choppy, with the share price slipping 2.7% over the last day and 3.0% over the past week. However, Science Applications International still shows building momentum, reflected in a 19.6% three-month share price return and a 33.4% one-year total shareholder...
Stanford researchers weigh AI applications in education, science
As AI becomes increasingly capable, Stanford researchers explore how it can extend human capabilities in education, science and the social sciences.
Nvidia establishes Israeli research group focused on AI for medicine and science
The Applied AI Architecture group has begun recruiting researchers in Israel and will work on AI applications ranging from genomics and drug discovery to new materials.
Black Business Association Launches Microgrant Program
Source: Black Business Association of Amherst Area The Black Business Association of Amherst Area (BBAAA) encourages current and aspiring entrepreneurs to apply for support with startup costs and operating expenses. The application deadline is Wednesday, September 30, 2026. The grant application form and guidelines can be found on the BBAAA website: Eligible Expenses Grant awards
Interoperability roundup: New AI connections, more QHINs
HealthEx enables users to connect medical record data to more applications and devices, including Meta's Muse artificial intelligence assistant, as more health tech companies and HIEs participate in TEFCA.
‘Lotus has to go’: Property owner pulls rezoning application after complaints from nearby businesses
A Baton Rouge businessman has pulled a rezoning application that could have helped The Lotus pursue a liquor license, bringing a months-long dispute to a new turning point.
'I want to serve my country but I was rejected on health grounds'
Some 114,000 Army application were rejected on medical grounds in the past five years, Freedom of Information figures show.
Build a Career in Wine: Linfield University Opens Applications for Graduate Certificate in Wine Business Leadership
Four-month online program gives wine professionals and career changers the business knowledge to take their next step in the wine industry September 21,
Becoming America: How science shaped a nation
What role did science play in the emergence of the United States of America? Matthew Symonds spoke to Elissavet Ntoulia about scientific knowledge and its practical applications as a nation was born.
Anthropic Eases AI Safeguards for Verified Life Science Teams
Sept. 21, 2026 — Anthropic has introduced the Life Sciences Verification Program (LSVP), which gives life science professionals access to Mythos, Opus, and Sonnet models with a refined set of safeguards more permissive for biology-related work. Dozens of organizations have already been onboarded through an early-access program, and applications are now open to the broader life […]
Faezipour co-authors book on large language models in health care
Miad Faezipour, associate professor of electrical and computer engineering technology in Purdue Polytechnic's School of Engineering Technology, co-authored Applications of Large Language Models (LLM) in Healthcare Systems: Opportunities, Challenges, and Ethical Considerations.
Hennepin County sheriff's office lacks records to start small business grant fraud investigation
After Hennepin County staff reported apparent fraudulent applications for a small business recovery grant fund, they asked the sheriff's office to investigate in June, KSTP reports.In July the Hennepin County Sheriff's Office requested the documents they needed to open the investigation, but as of mid-September, those documents haven't been shared yet.
New public charge rule takes effect amid lawsuits
The new rule gives immigration officials significantly broader discretion in determining whether someone is likely to become primarily reliant on public assistance.
BCIC Announces Four New eBridge Business Academy Cohorts Through 2027
- The Brownsville Community Improvement Corporation (BCIC) has opened applications for four upcoming eBridge Business Academy cohorts beginning Oct. 7. The no-cost entrepreneurship program is sponsored by BCIC, facilitated by the UTRGV Entrepreneurship and Commercialization Center (ECC), and held in person at the eBridge Center for Business and Commercialization in downtown Brownsville.
Novant Health drives $4.33B in regional economic impact, study says
Novant Health Coastal Region generates an annual overall economic impact of $4.33 billion in the Wilmington Metropolitan Statistical Area (MSA), according to a new report. Commissioned by Novant Health and conducted by Mouhcine Guettabi, associate professor of economics at the University of North Carolina Wilmington and the area’s regional economist, the report evaluates population growth in New Hanover, Brunswick and Pender counties and whether the area’s healthcare infrastructure is positioned to meet the region’s demand. According to the study, while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it has not kept up with the rapid population growth in Brunswick County, which is skewed toward an older population. “It points very clearly to Brunswick County being the bottleneck, or being the place where investment is most needed,” Guettabi said to the Business Journal Friday, “because the growth is the fastest, the composition of the growth is older (adults) and demand for healthcare is much higher for the subpopulation.” The Novant Health Coastal Region employs 8,295 full-time equivalent workers, according to the report, and is the region’s largest employer. Overall, through direct, indirect and induced impacts, the Novant Health Coastal Region supports 19,573 jobs, the report said. Using data collected from internal payroll, financial and capital reports, the report estimates that Novant Health Coastal Region pays approximately $1.15 billion in total compensation to its employees. According to the study, the provider’s annual operating expenditures, or direct economic impact, total $2.36 billion. That direct impact ripples through the regional economy through spending at its suppliers, or indirect impact, and household spending by staff and its suppliers’ workers, or induced impact. The report estimates the Novant Health Coastal Region’s indirect economic impact is $786 million, reflecting the multiplying effect of the provider’s operating expenses on expenditures like medical supplies, facilities, food, IT and professional services. Because 86.9% of Novant Health Coastal Region employees live within the tri-county region, the report estimates that wages paid by Novant circulate into the regional economy, creating an induced economic impact of $1.17 billion. “That money just doesn’t go into thin air,” Guettabi said of the wages paid to Novant Health Coastal Region employees. “Some of that money is being re-spent, and therefore it’s supporting grocery stores, hiring, restaurants and bars, and there are a lot of other companies or organizations whose employment, whose activity partially depends on that.” The combination of direct ($2.36 billion), indirect ($786 million), and induced ($1.17 billion) impacts totals an estimated $4.33 billion, according to the report. A study commissioned by Novant Health in 2024 and conducted by FTI Consulting’s Center for Healthcare Economics and Policy found that Novant Health generated nearly $2 billion of direct impact, with $628 million in indirect impact and $857 million in induced impact. Healthcare investments in the pipeline for Brunswick County Additionally, the study found that while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it lags in Brunswick County. “Once you go below the metro level and you decompose the three counties that make up the Wilmington Metro,” Guettabi said, “it becomes fairly clear that Brunswick is the standout. And not only that, but clearly the growth there is fully domestic migration and largely retiree-driven migrants.” Using data from the Centers for Medicare and Medicaid Services on per-capita healthcare spending among age groups, Guettabi estimates that adults aged 65 and older demand 2.44 times the healthcare of working-age adults. “The share of the population in Brunswick County that’s over the age of 65 is 33%,” Guettabi said, “which is so much higher than the average share of people over the age of 65 within the state or within the country.” The report emphasizes that Brunswick County is the “strongest candidate” for new healthcare investment, adding that patient discharge records show Brunswick residents rely heavily on facilities in New Hanover County for inpatient care. “Investments in Brunswick County would not only meet the demand for those residents, but it would also relieve pressure for New Hanover County residents,” Guettabi said. Laurie Whalin, president of the Novant Health Coastal Region, told the Business Journal Friday that the provider plans to expand services at Novant Health Brunswick Medical Center, in addition to other investments in the area. In April, the state granted conditional approval to both Novant Health and Columbus Regional Healthcare System to build new hospitals, just miles apart, on either side of the Columbus County and Brunswick County borders. Columbus Regional’s $214 million 30-bed hospital would be located at the former Acme-Delco Middle School in Delco, according to the application. The project’s approved timetable has construction slated to finish in May 2029, with the hospital open for service by October 2029. The Whiteville-based provider, which Atrium Health manages, broke ground on an Advanced Care facility in December 2025 and operates four specialty clinics in Leland. Meanwhile, Novant Health’s proposed $251 million 20-bed hospital would be built just miles from Columbus Regional’s proposed hospital, near the Compass Pointe community in Leland. The provider estimates the hospital will open by 2030. State officials also approved Novant Health in March to build a freestanding emergency department in Carolina Shores, near U.S. 17. The project is estimated to cost $24 million, according to the application, and will operate under the Novant Health Brunswick Medical Center license. Additionally, Novant Health’s 16,000-square-foot ambulatory surgery center is slated to open in Leland by year’s end, officials said.
Louisiana business applications fall, but less sharply than in neighboring states
Louisiana saw a smaller drop in new business applications in August than the nation as a whole and each of its neighboring states, new data shows. Louisiana recorded 6,793 seasonally adjusted busin… Already an INSIDER? Sign in. Already an INSIDER? Sign in
Acceldata Launches xFactory for Building Governed AI Applications From Business Intent, on Federated Data
Enterprises can now create AI applications and agents — executing natively on open engines including Apache Spark, Trino and Kafka — and connecting to Snowflake and Databricks, so your data stays where it is. LONDON, Sept. 18, 2026 — Acceldata has announced the launch of xFactory, a private AI software factory to build, test and deploy […]
Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
Can windows cool buildings without electricity?
Thermochromic smart windows can automatically adjust solar and thermal radiation in response to temperature, offering a passive route to reduce building energy demand and improve indoor comfort. A new review published in Science Bulletin examines why these windows have not yet achieved large-scale application, despite rapid materials progress. The authors identify key challenges in spectral regulation, switching temperature, response speed, durability, scalable fabrication, glazing integration, lifecycle impacts, and building control. They argue that future development should shift from isolated material optimization toward deployment-oriented design and system-integrated adaptive building envelopes.
From Python and Statistics to Agentic AI: 5 Data Science Certificate Programs in 2026
Python and statistics still sit at the center of data science, but the work surrounding them has expanded. Professionals now move from cleaning data and testing hypotheses into predictive modeling, recommendation systems, deep learning, Generative AI, and applications that can retrieve information or act through external tools. That progression matters when comparing programs. A curriculum […]
Marysville police shut down 21 illicit massage businesses in trafficking crackdown
Six business license applications were denied, and one applicant withdrew a request to open.
NEA Regional Leadership Accelerator Academy accepting applicants
The Delta Center for Economic Development at Arkansas State University has opened applications for the next cohort of the Northeast Arkansas Regional Leadership Accelerator Academy, a year-long leadership development program...
Duke Energy offering grants to small businesses impacted by recent flooding, storms
Small businesses recovering from recent flooding and storm damage could get thousands of dollars in relief through a Duke Energy Foundation grant. Applications are due Sept. 21.
Roundup: Space Force academy / Louisiana Innovation / Data center power
Louisiana enters race: Louisiana is seeking to become the home of a new national academy for the U.S. Space Force after President Donald Trump signed an executive order calling for its creation and NASA opened the application process to states. House Majority Leader Steve Scalise of Louisiana, Gov. Jeff Landry’s administration and regional economic development […]
Anthropic launches Claude Code Projects, an ‘always-on’ conversation that remembers and delegates your long-running dev work
For enterprises, it makes a whole lot of sense: their digital storefront, website, content management system, procurement platform, or other business application rarely has a discrete endpoint.
Jian Li and Akshat Dave Among Faculty Awarded Grants From AI Innovation Institute
Ten interdisciplinary projects have received funds from Stony Brook University’s AI Small Grant Program. Selected from a pool of 63 applications, these research initiatives will advance integrated AI innovation and strategic diffusion of AI technology across Stony Brook’s campus, New York State and the world. Lav Varshney, Della Pietra Infinity Professor and inaugural director of
September 17, 2026: IMPACT Collaboratory Seeks Applicants for 2027 Health Care Systems Scholars Program
The NIA IMPACT Collaboratory, a program to advance pragmatic clinical trials of interventions for people living with dementia and their care partners, has announced a request for applications for its […]
Can researchers trust that AI models won’t leak their ideas?
Research funders are asking how they can stop confidential scientific ideas in grant proposals from leaking out through large language models (LLMs), for example if reviewers use AI to help them judge applications. Last week, a row erupted in mathematics after OpenAI announced it had solved a notoriously difficult problem, only for another mathematician to demand answers over whether the company had used ideas he had fed into its models. The spat, and the broader issue of idea leakage through AI models, was discussed by funders at an R&D policy conference held in Paris on September 14. At worst, it threatens to undermine the correct attribution of breakthroughs, one of the foundations of modern science. The mathematics dispute around OpenAI is “certainly something we're looking at” Jason Gallo, head of the newly established Office of Metascience at the US National Science Foundation (NSF), told the Blue Sky Forum, hosted by the Organisation for Economic Co-operation and Development. The controversy started on September 8, when OpenAI announced it had cracked a mathematical problem that had gone unsolved for 90 years. Using a swarm of AI agents, millions of dollars’ worth of computing power and a new internal model, the company said it had finally proved that a long-used formula for modelling fluid dynamics breaks down under certain conditions. However, Tristan Buckmaster, a New York University mathematician who had been independently working with collaborators on the same problem using OpenAI’s Codex tool, hit back with a statement questioning whether the company had snooped on his Codex sessions to gain an advantage. OpenAI has always denied it looked up the “specific user data” of Buckmaster and colleagues. However, the company initially admitted that “while unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models,” although its proofs “differ significantly” from Buckmaster’s. The firm later said that, following an investigation, it concluded that Buckmaster’s Codex prompts “could not have influenced the [OpenAI] system in any way, including through training.”Funder concernYet OpenAI’s initial admission that its model might have ingested Buckmaster’s ideas, then spat them out to its own mathematicians, has scientistsworriedthat their work could leak out if shared with AI. Some AI tools give users an opt-out option to stop their sessions from training the model. If such guarantees can be trusted, this gives scientists some confidence they can use an LLM to develop an idea without the risk of it leaking out.But there’s a bigger potential vulnerability. To win money to investigate ideas, scientists have to share them with funding bodies. These grant proposals are normally kept strictly confidential, to prevent other scientists from scooping them, or to protect commercially valuable intellectual property. To preserve this confidentiality, when the NSF uses AI models, “we have to be sure that it's not making server calls out to an external party, leaking that data,” said Gallo to delegates in Paris. Leaks through reviewersHowever, funders normally use external academic reviewers to assess proposals. And there are growing worries that these reviewers are feeding grant ideas into AI models to help them make a judgement. Research funders have noticed that peer review reports and funding recommendations have “suddenly become much longer, more detailed and complex,” said Diogo Machado, head of the data science unit at Technopolis, a science and technology-focused consultancy. “The sense is that reviewers are increasingly using generative AI in their review work, even where guidelines sometimes forbid it,” he told Science|Business. “This is very difficult for funders to control or prove.” Happening at scaleThis sharing of confidential proposals with AI models is “happening at scale already,” said James Wilson, executive director of the Research on Research Institute, based at University College London, during the debate in Paris. In response, Gallo said the NSF had “strict guidance” around the uploading of proposals to AI models. But he added the NSF was mulling new types of assessment to make sure applicants were truly the originators of their ideas, such as following a short-form proposal with an oral presentation, which would allow the foundation to “really interrogate the investigator on their intellectual contribution.” Related articlesHow can Europe cope with a flood of AI-assisted research grant proposals?The risks and benefits of AI in screening research grant proposals Viewpoint: AI could make scientific overload worse“For us as funders, a lot of the ways to ensure that the application remains the applicant's own intellectual contribution, those ways are quite regressive,” Peter Clifford, head of strategy at Research Ireland, told delegates. “They're maybe ten or 15 or 20 years old, and they don't scale particularly well.” Disputes over the origin of ideas are as old as modern science. Isaac Newton and Gottfried Wilhelm Leibniz spent more than a decade arguing over who invented calculus, for example. And long before LLMs emerged, academics would agonise over how much of their early work to reveal at conferences, in case their colleagues scooped them, Jack Leahy, a senior metascience advisor to the UK government, told delegates. But AI was “accelerating” the “problems of the system,” he said.
Hennepin County ends Operation Metro Surge business relief fund amid fraud concerns
Jeffrey Lunde, a Hennepin County commissioner, explains why the Small Business Recovery Fund was shut down after fraudulent applications.
DMU opens applications for Iowa’s first Doctor of Medical Science program
Des Moines University Medicine and Health Sciences has opened applications for a new Doctor of Medical Science program, which the university says is the first of its kind in Iowa. The fully online, 30-credit program is designed for physician associates/assistants seeking to advance into clinical leadership, education or research roles. The cohort-based program consists of…
DMU opens applications for Iowa’s first Doctor of Medical Science program
Des Moines University Medicine and Health Sciences has opened applications for a new Doctor of Medical Science program, which the university says is the first of its kind in Iowa. The fully online, 30-credit program is designed for physician associates/assistants seeking to advance into clinical leadership, education or research roles. The cohort-based program consists of…
Lobbying Update: $17,000 of SCIENCE APPLICATIONS INTERNATIONAL CORPORATION lobbying was just disclosed
$17,000 of SCIENCE APPLICATIONS INTERNATIONAL CORPORATION lobbying was just disclosed, from Q3 of 2026, in a new Lobbying Disclosure Act filing.This included lobbying on issues like:"FY2026 & FY2027 DOD Appropriations Act FY2027 National Defense Authorization Act"You can find more data on corporate lobbying on Quiver Quantitative.SAIC Insider Trading ActivitySAIC insiders have traded $SAIC stock on the open market 1 times in the past 6 months.
Trump administration hits South Africa with new sanctions over alleged discrimination against whites
CAPE TOWN, South Africa (AP) — The Trump administration has announced that it will impose travel bans on officials it claims are responsible for discrimination against whites and other minority groups in South Africa. U.S. Secretary of State Marco Rubio said Tuesday he would revoke U.S. visas or reject visa applications from foreign nationals found […]
Simplilearn and Carnegie Mellon University School of Computer Science Executive Education Launch Program to Advance LLM and Multi-Agent Systems Skills
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Electrical Manufacturers See Stronger Business Conditions
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Mitsubishi Heavy Industries and Preferred Networks Form Capital and Business Alliance-- Accelerating joint development of cutting-edge AI technologies for the intelligence and autonomy of machinery and systems in mission-critical applications --
Mitsubishi Heavy Industries
GE HealthCare launches AI-driven operations system
GE HealthCare announced Tuesday the launch of a new artificial intelligence-enabled SaaS application to help healthcare organizations optimize resources and expand care access. | The application—dubbed CareIntellect for Operations—can forecast capacity constraints up to 72 hours in advance, the company says.
GE HealthCare Announces CareIntellect for Operations, Helping Health Systems Optimize Resources and Expand Access to Care
CHICAGO, September 15, 2026--GE HealthCare (Nasdaq: GEHC) today announced CareIntellect™ for Operations, a new AI-enabled Software-as-a-Service (SaaS) application designed to help health systems forecast capacity constraints up to 72 hours in advance, providing comprehensive unit-, department-, and enterprise-level views of emerging bottlenecks. By analyzing hundreds of patient- and operational-level data points—including bed availability, patient delays, staffing, wait times, and ancillary serv
Temporary storefronts to open on Lahaina's Front Street this fall
Ulu o Lele temporary marketplace will host up to 25 Lahaina businesses impacted by the 2023 wildfires, with vendor applications open through Sept. 28.
Axios Live: Health leaders emphasize AI progress with human oversight
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AI research to improve K-12 STEM learning gets funding boost - College of Arts and Sciences
The development of AI-powered education tools and their application will continue at Carolina, thanks to renewal of National Science Foundation grant.
AI research to improve K-12 STEM learning gets funding boost
The development of AI-powered education tools and their application will continue at Carolina, thanks to renewal of National Science Foundation grant.
Fully Funded Stanford Science Fellowships 2027: $98,000 Stipend for Early-Career Scientists
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ASD grounded in real world application
Nashua’s Academy of Science and Design is something of a diamond in the rough.
Texas health agency asks lawmakers for additional funding to address growing Medicaid, SNAP backlogs
The Texas Health and Human Services Commission, or HHSC, asked state lawmakers for additional funding to address a growing backlog of applications for the Supplemental Nutrition Assistance Program, or SNAP,
Texas health agency asks lawmakers for additional funding to address growing Medicaid, SNAP backlogs
Texas Health and Human Services is asking the state Legislature for the funding to make more than 600 temporary eligibility worker positions into permanent jobs. The ask comes as Texas' backlog of Medicaid and Supplement Nutrition Assistance Program, or SNAP, applications continues to grow.
Experts examine ethical risks of using AI in public health
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Greater Jamaica Development Corp. opens applications for citywide minority- and women-owned business accelerator
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Obsidian Netron FS16 For Data-Intensive Entertainment Applications
Obsidian Control Systems is pleased to introduce the Netron FS16, a purpose-built network switch designed for lighting p | A purpose-built network switch designed for lighting professionals who demand rock-solid connectivity under the pressure of live production.
Viewpoint: Unlocking Europe’s wildfire data
Europe is already investing in the science, technology and infrastructure needed to understand, prevent and fight wildfires. Copernicus provides satellite-based Earth observation and environmental information, while the European Forest Fire Information System provides information on fire danger and forest fires across Europe. Weather and climate systems add forecasts of heat, drought, wind and humidity; historical fire databases show where fires have occurred; and researchers generate increasingly detailed knowledge about fuels, fire behaviour, forecasting, modelling and risk management. Meanwhile, new European research projects are adding digital twins and other tools to this growing ecosystem.However, these data do not necessarily sit together, nor are they necessarily described, structured or governed in ways that allow them to be used together. Much of the information is public, but some is commercially held. Some is sensitive. Some is subject to legal, security or operational restrictions. Even when data can be legally accessed, different systems may use different formats, terminology and rules.Europe therefore faces an unusual paradox: we have vast amounts of relevant information to respond to the wildfire challenge, but not the means to bring it together. For example, a wildfire researcher or emergency service might need to ask whether a particular combination of vegetation, drought, wind and topography has historically been associated with rapid fire spread. The relevant information may exist in several institutions, using different systems and subject to different conditions of access.The challenge is to conduct an authorised analysis that interacts with these sources, combines the results and respects the rules imposed by each data custodian.An important part of the answer can be found in the Fair principles, the idea that data should be findable, accessible, interoperable and reusable. Developed more than a decade ago, these principles have become a central reference point for modern data stewardship, making it easier for people and machines to find data, understand what it means and determine whether it can be reused.Readability by machines is essential, since AI systems will be key to meeting the data challenge. Bring analysis to the dataThe proposition is not to give an AI system unrestricted access to sensitive databases. Quite the opposite. The goal is to make it possible for approved algorithms to go to the data, rather than requiring sensitive data or large datasets to be copied to wherever the analysis happens.Imagine an analysis asking a series of questions of different data stations. At one station it might examine weather and climate data; at another, historical fire records; at another, experimental measurements of fire behaviour. The algorithm does not need to download everything. It can operate within the environment permitted by each data custodian and return only the results that the rules allow to leave.This is sometimes described as data visiting, and related approaches already exist in areas such as federated analysis and federated learning.Sensitive data should therefore not be treated as a free-for-all for machines. This requires appropriate governance at multiple levels. Access needs to be authenticated and authorised. The purpose of an analysis should be defined. The code or model being run should be controlled. Data custodians should be able to specify what can be queried and what results can leave their environment. Activities should be auditable and human oversight should remain where the consequences require it.In other words, the objective is not to trust AI with the data. It is to design systems in which AI never has more access than it needs.As open as possible, as closed as necessaryFair data should also not be confused with open data. Some wildfire data should be openly available. Other information may legitimately need to remain restricted because it concerns critical infrastructure, security, commercial interests, privacy or operational capabilities. The principle should be: as open as possible, as closed as necessary.The important point is that restricted data should not automatically become unusable data. If machines can discover what information exists, understand its meaning, establish where it came from and determine the conditions under which it can be used, authorised analyses can potentially be carried out without the underlying data ever leaving the environment in which it is protected.Restricted data can still be Fair and machine-actionable.This is also an important question of data sovereignty. European institutions should not have to surrender control of their data to a handful of technology platforms in order to benefit from AI. Nor does Europe need to start again by building one giant repository for every piece of wildfire information. The better approach is to connect what already exists.This is the principle behind emerging approaches such as Tryangle, developed through the Leiden Initiative for Fair and Equitable Science. Rather than creating another centralised data warehouse, the approach seeks to provide an interoperable layer through which approved algorithms can visit distributed data sources while respecting the rules of their custodians.In this way, a data station can remain where it is. Its custodians can retain control. Existing databases and applications do not have to be abandoned. What changes is their ability to communicate with other systems through common, machine-readable descriptions, access rules and interoperability mechanisms.But approaches like this need data that meets the Fair principles. Only then can an interoperable ecosystem safely begin to turn fragmented information into collective intelligence.Data infrastructure is wildfire infrastructureThe implications of this approach are entirely practical. Firefighters could gain better intelligence about local and evolving risks. Land managers could test prevention strategies using more comprehensive information about fuels, weather and past fires. Researchers could compare evidence across ecosystems without repeatedly moving huge datasets between institutions. Smaller regions and resource-constrained teams could access analytical capabilities without having to build large data infrastructures themselves.Europe is already investing heavily in satellites, databases, research programmes, forecasting systems and scientific expertise. The question is whether we will connect those investments well enough to turn them into actionable intelligence.That requires policymakers and funders to treat data infrastructure as seriously as physical infrastructure. Data generated or supported through European public funding should be Fair, verifiable and machine actionable by design, wherever legally and ethically possible.Related articlesData Corner: Europe’s burning need for wildfire mitigation researchClimate monitoring must remain a global enterprise, experts sayIn practice, that means funding not only the production of data, but also the infrastructure that makes data usable across systems: metadata, provenance, interoperability, access mechanisms and governance. Where data must remain restricted, we should ensure that it can still be securely discovered, verified and used for authorised analysis.Initiatives such as the European Open Science Cloud offer an existing framework through which these principles can be put into practice. What is needed now is to accelerate implementation and make them a standard part of how Europe funds and builds research and innovation systems.We do not need another generation of disconnected databases. The data is already there. The opportunity is to make it work together, securely, responsibly and quickly enough to help prevent the next fire, rather than simply document the last one.Jean-Claude Burgelman is professor emeritus at the Free University of Brussels (VUB) and editor-in-chief at Frontiers Policy Lab. For more than 20 years he held leading roles in research and innovation policy at the European Commission.
Vendor applications open for Downtown Winter Farmers' Market
Vendor applications are open for the Downtown Winter Farmers’ Market, which will return to Capital Square in downtown Des Moines Nov. 20-22. Farmers, producers, makers and small businesses can apply to participate through Sept. 25. The three-day market, produced by the Downtown Farmers’ Market, will feature local food and gifts, live entertainment and food trucks…
NVIDIA Brings Real-Time AI to Broadcast, Sports and Global Streaming at IBC
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Science Applications International (SAIC) On Raised 2027 Guidance And Whether The Valuation Is Priced In
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A new strategy enables precise fabrication of nanoporous carbon structures
Nanoporous carbon materials have attracted significant interest for applications in lightweight structural materials, microdevices, and bio-integrated systems due to their low density, chemical stability, electrical conductivity, and tunable mechanical properties. However, existing fabrication approaches often struggle to simultaneously achieve precise patterning, controllable porosity, and desirable mechanical performance. A research team led by Professor Min Qiu at Westlake University has developed a new fabrication strategy, termed Mix-ice lithography (Mix-IL), that enables direct construction of nanoporous carbon structures with tunable pore architectures and complex geometries. The study has been published in Science Bulletin.
Montreal-Based Proteus Labs Partners with Avantis Education to Bring Immersive Virtual Science Labs to Classrooms Worldwide
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Pomona Cafe and Wine Bar Gets Green Light for Entertainment
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Exclusive: Two of gaming’s biggest names are making a big investment in gaming’s future
The first thing to know about the Nova Games Foundation is that it isn’t about The Game Awards. And it’s not about PlayStation. The ambitious new grant program is the brainchild of Geoff Keighley and Mark Cerny. Keighley is the host of The Game Awards, Summer Game Fest and Opening Night Live. Cerny is a game designer of some 45 years and the lead architect for the PlayStation 4 and 5. But this new thing, which they’re revealing through Game File, isn’t about their day jobs. It’s an unaffiliated, standalone philanthropic project. It’s a bet on the artistic future of video games and a way, they tell me, to give back. “I’m nearing the end of my career,” Cerny recently told me over email. “I’m not done yet, but paying it forward—in the best way possible—is very much on my mind these days,” The Nova Games Foundation is a university-affiliated fellowship program, intended to offer six-figure grants to 20 young game designers each year, potentially for decades to come. It will offer no-strings-attached funding along with mentorship from games industry leaders, a combination intended to aid the development of groundbreaking new games, Cerny and Keighley told me. Nova will begin accepting applications in December, from class of 2026 and 2027 students from 13 affiliated gaming programs at universities in eight countries. The schools working with Nova include the New York University and the University of Southern California in the U.S., along with Abertay University in Scotland, Cnam-Enjmin in France, TH Köln in Germany, and the Royal Melbourne Institute of Technology in Australia, Cerny and Keighley said. The plan: $100,000 per recipient, with about a quarter of Nova fellows eligible for up to $500,000 more for projects that are shaping up particularly well. Payments will be delivered based on development milestones, and recipients will own their games. Nova will help promote the work, and developers will be free to pursue the publishers and platforms of their choice. Nova can help introduce fellows to publishers, but won’t take a cut. “I’ve always wanted to give back, but given my role in the industry, I’ve never felt it appropriate to commercially invest in games,” Keighley told Game File. “I’ve never owned stock in a game company or taken a financial stake in a game. Nova is philanthropy: we aren’t taking equity or looking to recoup the grants. The return we’re hoping for is creative—helping new voices make games and find their footing. “Mark and I have each made multi-million-dollar donations to establish the foundation, and we intend to keep contributing. We hope others will join us.” Cerny and Keighley have already hired an executive director, John Maconga, and a head of grants, recent Game Developers Conference director Ashley Corrigan, to help launch the effort. They’re working to recruit game industry leaders to join the effort. Keighley says “dozens of leading game directors have already expressed interest in contributing their time.” To name one, they’ve already gotten Josef Fares, lead designer from It Takes Two and Spit Fiction studio Hazelight on board with a donation and pledge to help out. “I’m proud to support Nova because it gives the next generation of creators the freedom to explore their creativity and hopefully bring their unique visions to life,” Fares told Game File. A plan forged from a friendship Keighley and Cerny have known each other a long time. It’s been so long, Cerny isn’t even sure exactly when they met. “We travel in much the same circles and I’m sure first intersected in the 90s or early 2000s,“ Cerny said. Keighley thinks it might have been during his stint writing a column about the mid-’90s console 3DO for a gaming magazine while Cerny was working on games with Crystal Dynamics or on Way of the Warrior with Naughty Dog. They became genuine friends about a 10 years ago, Keighley said, as they bonded over a shared love of games and a hope to improve the industry. “About a decade ago, we started having dinner a few times a year in LA,” Keighley said. “Just to catch up on life and the industry. Those conversations continued over Zoom during COVID. Nova grew out of that friendship and a question we kept coming back to: ‘What could we do to help the next generation of game directors get started?’” Keighley credits Cerny with the idea to figure out a way to put their money and time back into the industry. At one of those dinners, Keighley proposed the idea of a fellowship program. He’d recalled applying for a Rhodes Scholarship when he was younger. “Spoiler: I didn’t get it,” he said. He’d admired the MacArthur Foundation’s so-called “genius grants.” He liked these kinds of programs that recognized people’s talents and gave them the financial boost and the freedom to realize their potential. With Cerny, he had pondered what a game industry version of that could be. Keighley liked the idea of centering the fellowship on students, drawing inspiration from the accomplishments of Jenova Chen, the USC game design graduate who went on to lead the creation of gently moving, ambitious games such as Flower and Journey. Keighley also thought it could be useful to help promising graduates bridge the transition from student to professional. “Joining an established studio isn’t always possible—especially in today’s market—and even then, it isn’t the right path for everyone,” Keighley said. A fellowship, he realized, could give “graduates the time, resources and guidance to pursue a game of their own and not worry about the commercial viability.” As the idea took shape, Cerny also saw an opportunity to enable more games of a certain type: “The target with the grants is games as an artistic medium,” Cerny told me. “We like to say games with ‘artistic, literary and societal value.’” He added: “I’m a pretty big gamer myself, though I tend to gravitate towards the smaller and more unique or artistic titles, games like Neva, Abzu, Gorogoa, Stray or Outer Wilds. I was just playing and Roger on a flight to Japan, and was getting misty eyed to a degree that I was concerned that a flight attendant would ask me if I was OK. “So one fun benefit here is the games that will come out of the Nova Games Foundation – I can’t wait to play them myself.” Cerny believes it will also be useful for Nova fellows to hone their craft and team leadership skills. “We are looking for the next generation of visionaries,” he said. “The trick is that they will also need to have the executive function necessary to drive a small project to completion.” Game File is a reader-supported publication. To receive new posts and support my reporting, please consider becoming a free or paid subscriber. Subscribe Going big with this Keighley and Cerny may have started Nova and may be the ones primarily backing it right now, but they’re dreaming of something that goes beyond them. “Mark and I may have helped get it started, but one of our measures of success is that Nova grows into something the entire games industry feels a sense of ownership in,” Keighley said. “Our ambition is to build a lasting endowment supported by people and companies across the industry, and an equally broad community of creators willing to give their time and experience to the next generation.” The industry has a lot of knowledge that it can pass to the next generation, Keighley said: “Nova can hopefully become a way to connect that generosity with talented young creators at the moment when it can make the biggest difference.” Cerny, who told me he believes Nova can mature “over the next 10 or 20 years,” sees an opportunity to give generations of game makers momentum. “The industry has changed immeasurably since I started in games in 1982,” he said. “These graduates have talent, training and tools that outclass what we had back in the day by an astonishing amount. But they face a tough road ahead getting traction in the industry, and many could benefit from our support. We want to be there to give it to them.” “There’s a personal side to this, too,” Keighley said. “I don’t have children, and I’ve spent a lot of time thinking about what I can do for future generations. Games have been my entire career. I’ve been incredibly fortunate, and helping someone else build a life in this industry feels like a meaningful way to give back.” Cerny’s oeuvre dates back to Marble Madness and Sonic the Hedgehog 2. He has stood on stage multiple times to reveal the future of PlayStation hardware. He’s been an executive producer for a string of modern PlayStation classics such as The Last Guardian and Marvel’s Spider-Man. Nevertheless, of Nova, he said, “It’s certainly not like anything I’ve done before.” Nova Foundation applications will be due in December and the first wave of fellows will be announced in March 2027. A full list of participating universities and steps students and recent graduates can take to apply to become a Nova Fellow is forthcoming.
Accenture and Google Cloud are creating a joint unit to embed AI engineers in enterprises
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Auburn launches new AI course for business leaders in Birmingham
🧑🎓 NEW AI COURSE IN BHAM: Designed for the schedules of working professionals, Auburn's new AI course fills the gap between new tech + real-world applications 👇 NowPartner
Business Beat : KCC offering CNA training in Battle Creek and Coldwater in November
BATTLECREEK, MI (WTVB) - Kellogg Community College is accepting applications now for 12-day CNA training cours...
Science Without Borders® Challenge 2027
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AXA scales governed AI infrastructure across global operations
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Mount Vernon Teens Can Apply for $1,000 Mental-Health Project Grants
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Leadership Lincoln applications open
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From Academia to Industry: Hongbian Li on Wearable Electronics, AI, and the Changing Landscape of Materials Science
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SEERS’ AI-powered wearable ECG monitor wins Health Canada approval
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The science behind the beauty business
Some of Europe’s industrial champions may be in retreat, but its cosmetics sector remains a global leader, buoyed by healthy demand, recognised brands and a reputation for innovation."The fact is, the science in cosmetics is better here in Europe than anywhere else in the world,” says Pierre Morvan, CEO of Technature, a private label cosmetics manufacturer located near Brest in France’s northwestern Brittany region. “You have to have good science in order to make the difference, and that is why we invest so much in research and innovation.”Across Europe, the beauty and skincare products sector supports an estimated 3.6 million jobs, including 265,000 employed directly in the industry, according to the Cosmetics Europe trade group.. Cosmetics production contributes an estimated €11 billion to the EU economy, and generated €30 billion in export revenue last year, a €400 million rise from 2024.Technature itself has a global footprint, supplying products for 1,500 brands in 65 countries. Its range of skin gels, facial masks, nail treatments and other products include natural ingredients and extracts derived from plants, such as seaweed, that are developed and refined through science-based analysis and testing.While industry projections point to sustained growth for the foreseeable future, driven by emerging economies and wider availability of exclusive brands that were once chiefly sold by high street retailers, the sector is not immune to the impact of geopolitics and trade wars. The Trump Administration’s tariff threats have dented cosmetics exports to the EU industry's largest overseas market. After the European Parliament approved the EU-US Turnberry Agreement in June, setting a 15% levy on many EU goods, the French Federation of Beauty Companies warned that “exports are falling sharply” and urged the EU to negotiate an opt-out for cosmetics.Technature’s CEO flags South Korea as an emerging competitor, partly due to its assertive marketing efforts. “I would have to say I am a little bit scared,” Morvan says, regarding the growth potential of the South Korean cosmetics industry. “This is why science and innovation are so important if Europe is to remain the leader.”With a workforce of 200, including biologists, chemists and other scientists, around 15% of Technature’s staff work in three research and development (R&D) labs. A similar number work in four quality control and assurance facilities, where science plays a crucial in ensuring product safety in a sector that is subject to the European Cosmetics Regulation.Educational exchange between industry and academiaIn recognition of Technature’s research and innovation, Morvan was selected as one of Brest’s ambassadors to Science Comes to Town (SCTT), a European initiative to strengthen communications and understanding between science and society. Brest is one of three coastal cities in the EU-funded programme, alongside Split (in Croatia) and Kiel (in Germany). From 7-11 September, Brest will host the EU TalentOn contest featuring 100 early-career researchers from across Europe.Morvan appreciates the value of engagement with educational and scientific institutions as well as the home community. For instance, Technature collaborates closely with university partners to enhance its in-house R&D. In addition, it invites students to its labs and sends its own researchers to local institutions. "We absolutely want the students to know what the industry is all about,” Morvan says, noting that seeing science in action can help young people “understand that they can do something real with science, to create something with what they are learning.” He says another important benefit: encouraging new generations of young people to consider a career in cosmetics.Community involvement also raises awareness about Technature and the skincare industry as a whole. “The public gains recognition of the innovative company that we are, and this is important for getting new customers,” Morvan says. One of its recent innovations — tiny, colourful cosmetic pearls that release skin moisturisers on application — was showcased at this year’s VivaTech event in Paris.Morvan holds a master's degree from the Brest Business School and studied animal production and biology in Brest at the University of Western Brittany (UBO), an SCTT partner, and at the University of Tours. He got his start in business in 2002, initially working on using seaweed as a raw material in the food industry before transitioning to cosmetics. Morvan has always been interested in connecting science and business, reflecting one the goals of SCTT to enhance public-private collaboration.The invitation to participate in SCTT was unexpected. “It was a surprise to get a call from the city of Brest saying that they wanted me on this programme,” Morvan recalls, adding that officials were drawn by his company’s R&D. “It's not only theory and science fundamentals. Our science is something that is applicable to the global market — and important for the community.”Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Local Organizations Seeking $250k in Grants
After announcing a $250,000 grant program earlier this year, the Moore County Tourism Development Authority (TDA) closed the application period on its Tourism Enhancement and Area Marketing (T.E.A.M.) grants, receiving
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Science Applications (SAIC) Grew Revenue 6% but Posted a 0.6 Book-to-Bill Ratio. Is the $22B Backlog Enough?
Science Applications International Corporation (NASDAQ:SAIC) reported second-quarter fiscal 2027 revenue of $1.88 billion, up 6.3% year over year. Net bookings, however, were approximately $1.2 billion. That produced a quarterly book-to-bill ratio of 0.6, calculated as net bookings divided by revenue, while the trailing 12-month ratio was 0.8. Total backlog stood at approximately $22.1 billion, including […]
Western Computer Achieves the 2026/2027 Microsoft AI Business Solutions Inner Circle Award
Western Computer, a Microsoft solutions partner delivering Dynamics 365 ERP, Microsoft 365, and AI-powered business applications, today announced its selection to the 2026/2027 Microsoft AI Business Solutions Inner Circle award. Participation within Inner Circle is based on sales achievements that rank Western Computer in the top echelon of Microsoft's AI Business Solutions global network of partners. It's widely acknowledged that Inner Circle members perform at a high-level by delivering valuab
Bravo Greater Des Moines grant applications due Sept. 25
Bravo Greater Des Moines is accepting applications for its operating and public art grant programs. The operating grant program provides general operating support to eligible arts, culture and heritage organizations in Greater Des Moines to support administrative expenses and day-to-day costs of running an organization. The public art grant program supports comprehensive public art projects…
Loudoun seeks legal opinion before ending data center grandfather protections
Loudoun County supervisors are hitting a pause on potentially eliminating grandfather protections for 17 data center applications, instead seeking legal
Cherokee Film brings music to life via cutting edge technology
Advanced virtual production techniques is helping Cherokee Film to not only film local artists but also capture the spirit of the artist’s music through visual applications.
Fusion energy materials could be built easily with new system
A lab in the United States is helping researchers develop materials for extreme environment applications, such as gas turbines and fusion energy systems.
Teacher Research Academy connects educators to LLNL science
For nearly 30 years, LLNL has offered Teacher Research Academy (TRA) to middle school, high school and community college teachers looking for unique professional development experiences. At no cost to educators, TRA workshops offer classroom-focused applications of LLNL's groundbreaking science and technology. Over two weeks this summer, four different TRAs were offered as two-day workshops: Understanding Energy Technology, Drone Design & Application, Artificial Intelligence (AI) for the Classroom and Data Analytics for STEM Labs using AI. Understanding energy technology This session
Fiesta Sports Foundation opens applications for ‘Wishes for Teachers’ grant program
The Fiesta Sports Foundation has opened applications for its 11th annual Wishes for Teachers program, which will award grants to Arizona teachers.
Applications open for three-county downtown business pitch competition
Middle Michigan Development Corporation is hosting businesses and entrepreneurs from across the region for the 2026 Middle Michigan Downtown Pitch.
August Monthly Review: ChatGPT In Epic
Death, taxes, another frontier lab healthcare launch inspiring truly insane LinkedIn takes. As much as I want to stay away, I repeatedly am the crewman unplugging his ears whenever we pass these sirens. So it’s not the first and probably not the last time we dial up the typewriter rather than tie ourselves to the mast. The full blow-by-blow timeline: Health API Guy is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe The End of the Standalone PHR (Jan 8): ChatGPT Health arrives for consumers, at the time powered by b.well. I was bullish on the approach in that the best way for the PHR to finally solve distribution was to meet consumers were they already are (i.e. When Horizontal Meets Healthcare (Jan 9): OpenAI for Healthcare puts out the shingle for enterprises, with SharePoint ingestion standing in for the EHR integration the product actually needed. Another One: Anthropic’s Healthcare Debut (Jan 16): Claude's version, on HealthEx rails instead of b.well, with Agent Skills for FHIR development as the one true vertical-specific investment. ChatGPT for Clinicians: The Trap Sprung (Apr 24): OpenAI filled in the missing GTM middle with a free product for verified clinicians, effectively peeling the enterprise wrapper off ChatGPT for Healthcare and taking the PLG fight directly to OpenEvidence. OpenAI’s Second Attempt at Health (Jul 31): a relaunch of their patient specific app, now branded Health in ChatGPT, where the privacy partition came out, the connectors thinned, and b.well disappeared in favor of first-party FHIR work against a smaller network Beyond a Shingle So what was announced now? Today, we’re introducing a new electronic health record integration that brings authorized patient context from Epic into ChatGPT for Healthcare, along with the Healthcare Public Data plugin for direct, structured access to official healthcare datasets like PubMed, DailyMed, and CMS Coverage. Together, these capabilities bring ChatGPT closer to the systems and sources healthcare teams trust, while supporting the controls and compliance healthcare work requires. The core portfolio is unchanged from prior announcements we delineated and discussed (aside from the relaunch of patient-facing). Since trade publications still seem to be confusing them by using the wrong names: Enterprise sales motion: ChatGPT for Healthcare Protecting their core product / PLG: ChatGPT for Clinicians Consumer/patient-facing product: Health in ChatGPT So really, this is a feature release (specifically for ChatGPT for Healthcare when it comes to EHR integration). What’s cool about it, though, is that we are moving beyond just putting out a shingle. Everything in the January enterprise launch was horizontalizable: Horizontal tech companies thus generally start verticalization with their “putting out a shingle phase”. Telling the world you’re open for business as a horizontal tech company reliably attracts early inbound interest from buyers who are already trying to force-fit horizontal tools into domain-specific workflows and are eager for any signal that the vendor intends to support their use case more directly. Nothing was really vertical specific, which is exactly what you'd expect from the ultimate hypergrowth horizontal company dipping their toes into specific industries. But eventually you have to stop changing the sign on the door and start changing the product. Can you guess where the horizontal product was going to run out of road? This is the core dilemma writ large: verticalization requires differentiation, while scale economics of consumer and horizontal push toward unification. I’ve buried the lede so deep here it will be painful to some readers, but what should be shocking to no one is that my perspective is that EHR integration is the only path that meaningfully resolves this tension for ChatGPT for Healthcare. Integration with Microsoft Sharepoint is fine, but it is categorically insufficient for any product that hopes to influence clinical decision-making. SMART Money Well here we are, eight months later! Real vertical investment has begun, which surprised a few people. One friend in the industry messaged me: “Absolutely no way Epic gave ChatGPT API access.” Looking forensically at the announcements, the integration is notably read-only across appointment notes, laboratory results, medications, and specialist documentation. So while I’m not a betting man, I'd wager the house this is a SMART on FHIR launch: That sounds a lot like USCDI! The recommended path for the workflow they outline would be SMART on FHIR Their Health AI lead’s post is evocative of both standalone and EHR launch SMART, which another termed “ChartGPT” and “EHR Plugin” The implementation burden for SMART on FHIR is the lowest of the available integrative paths This is the team who literally did patient-facing SMART on FHIR with Epic last month Most importantly, if you’re a horizontal company, you generally still haven’t taken the full plunge and thus (overly) value reusability. SMART on FHIR is the logical compromise: healthcare-specific enough to matter, but standardized enough to reuse. Nobody Asked Judy Another friend asked “I thought they had to go to each health system, or did they go direct to Epic and now health systems opt in?” Given the trust paradigms in healthcare, this functionally cannot be Epic hoovering up all the data for OpenAI and shoving ChatGPT in their customers’ faces (or they would revolt). However, I do believe the aforementioned terrible coverage by TechCrunch and other outlets is probably responsible for that question, given the 325 million reference. When using FHIR as a business associate to an Epic customer, there is no EHR gatekeeping to speak of, as that isn’t how fhir.epic.com works: You register an app You pick your APIs You test against the sandbox APIs You list as “Ready for Production” Hospitals pick your app You test and go live with them Bluntly, nobody had to say yes or no in Verona (nor were they given the chance). Vendor Services (their next developer tier up that I doubt OpenAI is using quite yet in this initial release) certainly has contractual paperwork that some resent, but even there, the twin pressures of mounting antitrust and information blocking make outright gatekeeping increasingly fraught. My friend’s sentiment is, to me, representative of a broader industry neurosis, perhaps a sort of scar tissue of prior eras: people assume the gate is still there and never actually try the door. There are certainly other ways Epic (and any EHR) can put its thumb on the scale, but they are not so dumb as to stand in front of a federally mandated API and play bouncer at this exact moment in time. So I think they can and probably should go deeper, as this release is at best parity and at worst behind vertical-specific competition. OpenEvidence did a basic SMART launch with Sutter Health in February, allowing for more convenient evidence search by providers. They then add patient-context (the equivalent SMART on FHIR flow to what we see here) when Cedars-Sinai went enterprise-wide in May. UpToDate has four distinct applications across deeper workflows like patient engagement listed in Epic Showroom and announced a partnership with Epic to power Art at UGM Abridge and other ambient scribes have invested deeply into the deepest bidirectional clinical copilot workflow with integrations well beyond SMART on FHIR. In that light, the “Who is OpenAI primarily targeting here?” is clear. This release brings them into striking distance of OpenEvidence, but not the others quite yet. They are the only one of the three you can reach without building something truly Epic-specific. When will they go further? Competition is a great motivator to overcome the horizontal demons and start building things that can’t be reused: not across industries, not across EHRs, maybe not past the customer you built them for. That’s the price of actually verticalizing. The question is if and when OpenAI will be willing to pay it. Month in Review Here is the monthly review. As a reminder, this is a regular round-up of the month’s posts and other content to surface things you may have missed across regulation, litigation, interoperability, and beyond. AI assistance is used in these bullet summaries so I can focus on articles. Articles Published: None this month Video Content: The Information Exchange: Standards-based Thruple Edition (Aug 14): Back to school for us too, with Brad reporting in from the CMS Health Tech Ecosystem’s one year anniversary in DC. We get into the January CMS-0057 deadline, the fall rulemaking reading list, and why enrollment still keeps most apps off FHIR. The Information Exchange: Epic Dúnadan Edition (Aug 25): A UGM roundup with Ryan Brickner joining for the first time to check our takes against what the building actually thinks. Rangers, Ergo sitting on top of EHI, and a down-market lineup that needs some cuts. Regulatory: Stacked Deck, Bad Hand (Aug 05): ONC’s website refresh took the entire HIT Policy Committee record with it, so I rebuilt the archive and went looking for the regulatory capture story everyone assumes is buried in there. Stacking the deck and winning the hand turn out to be very different things. The Sixth Generation of Patient Access (Aug 19): A quick catalog of the five generations of patient access we’ve layered on since HIPAA, and the two candidates now competing to be the sixth. One is planned. The other is the market routing around the plan entirely. Court cases: Three Cases Walk Into a Docket (Aug 06): Two surprise settlements cleared the board in a single week, and then Judge Maddox dropped ninety-four pages on Vyne v. Henry Schein. The sleeper is a DMCA holding that makes direct-to-database a considerably riskier business model. Epic v. Health Gorilla: Into the MDL (Aug 10): Nine class actions are headed to Miami, and the Panel signaled it wants to bring the case that spawned them along too. That would leave Epic arguing the requests were obviously fraudulent in one courtroom and unknowable in the other. Amazon v. Perplexity: Agents Are Legalized! (Aug 11): The Ninth Circuit vacated the injunction against Comet, holding that the user is the one accessing the servers rather than the company that built the agent. A real win for agentic access, and a much narrower one than the headline suggests. Veeva v. Epic: Come At Me, Bro (Aug 26): Epic’s response brief wants the dismissal affirmed and, unusually, wants the opinion published as precedent. Buried in it is Epic’s own description of what its non-competes actually prohibit, which current and former employees should read closely. EHRs: The Contract Epic Would Never Sign Today (Aug 04): A 1999 SEC exhibit catches Epic licensing nearly its entire product line, Tapestry included, to the company that became TriZetto. The marketing services menu attached to it is the part that will make you blink. Forecast from Verona (Aug 07): The Epic Almanac makes one argument six different ways: the AI is only as good as the networks behind it. Emmie headlines, Art’s context stack is the most ambitious part, and Penny finally gets an autonomous coding date on the calendar. Works With Epic MyChart (Aug 17): Epic’s first new Showroom category since the death of Workshop certifies hardware instead of software, badge on the box and all. Made for iPhone, but for blood pressure cuffs, and rough news for anyone selling the RPM stack sitting in between. UGM Hot Takes 2026 (Aug 20): Everyone else covered the AI announcements, so I went after Savvy deleting the payment gateway, Rangers as Boost with the timer removed, and a down-market lineup with too many entries. Plus the Health Grid tidbits I cannot help myself on. MyChart Central Grows Up (Aug 24): Device data and Emmie turn Epic’s identity hub into a full consumer platform, which is both a logical answer to ChatGPT and a bit of a mistake. It also happens to be the best scraping target Epic has ever shipped. Industry Analysis: The Wrong Yardstick (Aug 12): Vertical software keeps getting judged against Superhuman and Notion, which is the wrong bar entirely. Your user is comparing your product to a whiteboard and forty phone calls before lunch. Primitives vs. Abstractions (Aug 27): Developers want building blocks, systems of record prefer to hand out business logic, and both sides have a real case. There’s no test from the outside that separates the engineering reason from the competitive one, which is why this keeps ending up in court. Cross-industry Comparisons: The Two Kinds of Platform Power (Aug 18): Attention power and record power are different problems that keep getting handed the same regulatory toolkit. Congress’s latest swing at Big Tech shows both what’s possible and where it falls apart. The Dogs of (Platform) War (Aug 21): A CourtListener alert turned up a property management fight with healthcare’s exact shape and none of the Cures Act. Shell prospects, ghost accounts, a notetaker bot that came back to haunt someone, and a lawyer arguing both sides of the same theory in two states. Fractals All the Way Down (Aug 31): Yardi dominates property management right up until you zoom into one segment, where AppFolio owns it outright and Yardi doesn’t appear at all. Where you draw the line around a B2B software market is about to decide an awful lot of cases. Other News: If Judy Had the Courage (Aug 13): A short eulogy for the era when software was allowed to look insane: WinAMP, bold colors, and everything the grey chatbot era has taken from us. External Media: Portland Monthly Health Tech Meetup: Erin O’Brien channeled my own feelings - maybe it’s just because it’s August and beautiful, but the monthly edition of the PDX Health community meetup was a ripper. Make sure to reach out if interested to join for the next one. STAT’s Coverage of Epic This Month: Brittany Trang of STAT did a fantastic job of breaking the FTC investigation that’s been lurking, as well as UGM related coverage, so I had to give her her wish of a meme. Fall Conferences: I’m pumped to be kicking off my fall conference season in NYC at Nabla Accelerate next month, which Chrissy provided the link to apply for. Here’s the rest of my schedule in case you want to meet up: Commonwell (Redwood Shores, CA): Oct 13-14 Open@Epic (Madison, WI): Oct 21-22 eHealthExchange (Austin, TX): Oct 27 Sequoia Project (Austin, TX): Oct 28-29 HLTH (Vegas): Nov 15-18 RSNA (Chicago): Nov 29-Dec 3 Posts I Liked: HTI-6 Should Unbundle API Certification: Josh Mandel makes the case that HTI-6 should split (g)(10) into separate authorization and data certifications, so a PACS or a genomics platform can certify only the role it actually performs. Imaging is the urgent example, but the structure solves a much bigger problem. On implementing ePrior Auth with Epic: Scott Rossignol’s field notes from a live ePrior Auth build on Epic, including the two app registrations nobody warns you about and the CPT mapping problem waiting at the end. CMS-0057 implementations are going to be such a beast. Healthcare point solutions are starting to look a lot like streaming services: Spencer Dorn runs the cable-to-streaming arc against health IT and lands squarely on the bundling half of the cycle. Bundling can be good! It can also be bad! Life is nuanced. Health API Guy is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe
Austin business owner talks making Longhorn 100 list as applications for a new year open
Right now, there’s an opportunity for entrepreneurial UT alumni to be recognized for their hard work and success.
Credibly Opens Applications for its Third Annual Small Business Awards, offering $60,000 to Help Entrepreneurs Grow
/PRNewswire/ -- Credibly, the AI-powered working capital company that champions small and medium-sized businesses (SMBs), today opened applications for its...
Clark County Opens Applications For Business Development Advisory Council
Clark County is now accepting applications for the Business Development Advisory Council (BDAC), a volunteer body that advises the Clark County Board of Commissioners on ...
Risky science: why connecting research to application matters
There is not much benefit in producing science that just sits on a shelf. Effective science must extend beyond publication and address real-world needs argues Lynn Johnston, a Forest Fire Research Specialist with Natural Resources Canada and the Canadian Forest Service, in an editorial for the International Journal of Wildland Fire. While reading journal articles […]
Science Applications International Q2 Earnings Call Highlights
Science Applications International (NASDAQ:SAIC) reported second-quarter fiscal 2027 revenue of $1.9 billion, up approximately 5% organically, as the company cited broad-based growth across its markets and stronger conversion of existing contract backlog into revenue. Adjusted EBITDA totaled $193 m
AI streamlines search for new ceramics that generate electricity
To streamline the search for new piezoelectric materials, or those that emit an electric charge when manipulated, a team led by materials science researchers at Penn State introduced a new framework that combines an existing artificial intelligence model with human expertise and experimentation.
Colorado Sues EarnIn For “Immoral, Unethical, Oppressive and Unscrupulous” Business Practices
Hey all, Jason here. When this hits your inbox, I should be en route to the airport — not to go anywhere myself, just to pick up my better half. I must admit, it’s been strange to be home alone (well, with two dogs) for two weeks! Really lets me “optimize” to spending more time on reading/writing/working, whether that’s healthy or not! Looking forward to getting back into a (somewhat) more balance routine. Subscribe or Support by Upgrading Compare Notes With the People Who Built Modern Fintech Partner content: Remitly CEO Sebastian Gunningham. Increase founder Darragh Buckley. Linda Du, Co-founder & President at Valon. They’ll unpack the decisions behind building and scaling major financial products: what they got right, what broke, what they would do differently, and how AI and new infrastructure are changing the operator playbook. Most events tell you where fintech is going. NerdCon puts the people who built the present in the room and asks them what comes next. Expect an operator-led conversation grounded in real products, real trade-offs and lessons earned the hard way. Fintech Business Weekly readers save 20% on Regular tickets with code FBW20 before standard pricing ends September 11. Meet the Builders Things To Know & Other Good Reads Advent and Stripe Abandon $50 Billion Pursuit of PayPal (Bloomberg) Trump Family’s New Crypto Bank Is Backed by Abu Dhabi Sheikh (Wall Street Journal) The multiplying risks of financing data centres (FT) Let the Bond Market Speak (Wall Street Journal) Did we waste a crisis? Modest proposals to reform deposit insurance. (Fintech Takes Banking) Untangling Guggenheim: How Private Credit Built Its Own Universe (Net Interest) The Hater’s Guide To Circular Financing — Part One (Ed Zitron) Fiat Ventures Rebrands to FGV Capital, Announces $35M Oversubscribed Fund II (BusinessWire) Socure Announces Strategic Growth Investment at $5.2B Valuation and Acquires Agentic Operations Platform Fravity (Socure) Listen: When Consumer Protection Disclosures Work Too Well (Consumer Finance Monitor Podcast) Colorado Sues EarnIn For “Immoral, Unethical, Oppressive and Unscrupulous” Business Practices When Andreessen Horowitz led EarnIn’s $39 million Series B in 2017, Alex Rampell, a partner at the storied venture capital firm, described EarnIn’s small-dollar advance product as “free,” relying on “entirely on voluntary contributions instead of fees.” Rampell favorably compared EarnIn’s approach to typical payday loans, writing, “Payday loans historically have had the potential to be a slippery slope for consumers into financial distress: opaque systems and steep fees that are hard to repay and set individuals back further than where they started. For many Americans living paycheck to paycheck, that kind of slide into debt can be extremely difficult to recover from.” But EarnIn’s product — which, the company says, isn’t a “loan,” legally speaking — ends up being anything but free for most users. While it is technically possible to take a no-fee advance from the company, most users incur “Lightning Speed” (instant funding) fees and/or ostensibly optional tips that combined can equate to annualized percent rates that can reach over 1,000%. With an average term of 9.77 days, even fees and tips that are small on an absolute dollar basis are equivalent to high APRs on an annualized basis. A lawsuit filed last week by Colorado Attorney General Phil Weiser against EarnIn describes the company and its product and business practices quite differently than Andreessen’s Rampell; “EarnIn’s business practices are unfair because they are immoral, unethical, oppressive and unscrupulous,” the complaint, filed in District Court in Denver, Colorado, says. EarnIn’s marquee product, Cash Out, isn’t a loan, the company says, as Cash Out is not “[f]orward [l]ooking” because “[t]he money is transferred based on earnings to date,” does not carry a mandatory fee to access funds, and is “non-recourse,” meaning EarnIn cannot pursue recovery from users who don’t repay advanced funds. EarnIn is sometimes referred to as an “Earned Wage Advance” service. Though, unlike some others in the broader category, EarnIn does not integrate with employers’ payroll or time and attendance systems. Rather, EarnIn attempts to verify a user’s income and employment, by examining direct deposit transaction data in their linked external bank account, by using GPS location and Bluetooth data to estimate a user’s time spent at work, if they work in a fixed location, and/or by having a user provided a work email address. While repayment is theoretically optional, as EarnIn would have no recourse, such as reporting non-payment to the credit bureaus or a collections agency, this is anything but clear to users of the EarnIn app, Colorado’s complaint argues. During the process of taking a Cash Out, users must agree to a preauthorized debit of the amount advanced, plus any expedited funding fee and/or tips. Though users technically can revoke this ACH authorization, the fact that they have this right isn’t presented to users during the Cash Out process, but rather is included in linked terms and conditions few users are likely to actually read. And users who do wish to revoke their ACH authorization must do so three or more days before the scheduled transaction date by emailing EarnIn’s customer support. Similarly, EarnIn’s marketing claims that it carries “no interest” and “no mandatory fees” is technically true, but is not the reality for many of the app’s users, the Colorado complaint argues. Further, EarnIn has extensively marketed to users the ability to “access your pay today,” to get “instant” funds, and to get funds “the same day you work” — when, in reality, this speed of access was only possible by paying the additional, undisclosed Lightning Speed fee. The Colorado complaint highlights this contradiction specifically, noting: EarnIn tells consumers that they can ‘Make any day payday with EarnIn’ and that there no ‘hidden’ or ‘mandatory fees.’ For a consumer to access their pay on the same day requested, they would have to pay the Lightning Speed fee. In the fine print of the advertisement EarnIn discloses that ‘[f]ees apply to use Lightning Speed,’ a direct contradiction to the larger text of the advertisement, and a fact that would not be immediately understood by a consumer as ‘Lightning Speed’ is not defined nor explained. Like other small-dollar lending services, rather than explicitly charge interest, EarnIn collects a markup on the optional Lighting Speed fee, which, given the nature of the transactions, many users opt for, as well as offering users the option to leave “tips.” EarnIn leverages either Real-Time Payments (RTP) rails or push-to-card via debit rails if a user opts for the optional Lightning Speed. But while these capabilities cost EarnIn, on average, $0.075 or $0.20 per transaction, respectively, EarnIn charges users significantly more. Initially, EarnIn charged as little as $1.99 for Cash Outs up to $24. But EarnIn has hiked these fees multiple times, and now charges $4.99 for Cash Outs up to $75 and $6.99 for those over $75. According to the Colorado complaint, EarnIn leverages “dark patterns” to manipulate users and to make it more difficult to avoid tipping. Examples of these “road blocks” highlighted in the complaint include: As of 2023, in the EarnIn app, a consumer attempting to get a loan under the default settings had to make at least eighteen separate taps to complete the transaction and reduce the tip to $0. There is an alternative method to leave a $0 tip, via the “Custom tip” feature, but EarnIn made this option difficult to access by visually deemphasizing it and positioning it near devices’ “home” button. Using language and imagery such as “Tip to pay it forward,” “Your generosity supports the service + helps,” “Your tips make a difference,” and “[t]he APR for this cash out is 0%. Your tips help support us.” While Lightning Speed and tipping are, in theory, both optional, in practice, users nearly always ended up paying something. According to the Colorado suit, users were charged either a tip or an expedite fee for more than 92% of transactions, with an average APR of nearly 388%. And, although the advances are “non-recourse,” EarnIn successfully collects on nearly all transactions — 99.18%, according to the complaint, which, Colorado argues, “demonstrat[es] that EarnIn’s advances function as high cost loans, not voluntary payments.” The share of EarnIn users incurring fees — despite the product being marketed as 0% APR — is hard to reconcile with Andreessen investor Rampell’s favorable description of EarnIn vs. “opaque systems and steep fees” associated with payday loans, which, Rampell says, can be “extremely difficult” for borrowers to extricate themselves from. According to Colorado’s suit, EarnIn’s Cash Out product “trapped many consumers in extreme cycles of high-cost reborrowing.” The suit gives an example of one consumer in the state, who took out a whopping 1,151 loans, paying a total of $4,038.50 in Lightning Speed expedited funding fees on loans that averaged the equivalent of 1,421% APR. Another Colorado user, the suit says, took out 1,033 loans, paying $8,561.22 in tips and fees at an average APR of 1,539% . These types of usage patterns demonstrate “the severe and repeated financial harm caused by EarnIn’s illegal lending model,” the Colorado complaint argues. In aggregate, from January 2023 through July 2025, EarnIn extended 3.1 million loans to 56,778 users in Colorado — an average of nearly 55 transactions per person during the time period. EarnIn lent more than $300 million and collected more than $16 million from Colorado users in Lightning Speed fees and in tips. Ultimately, the Colorado complaint argues that “EarnIn’s Cash Outs are loans under Colorado law, and EarnIn’s contention that its product is not a loan based on its disclaimer of any legal repayment obligation lacks any real-world significance given how the Cash Out transactions actually operate in practice.” Colorado further argues that “EarnIn was not working with companies here in providing consumers with funds but acted as a third-party lender and charged illegally high rates, used deceptive design strategies to extract some charges, and trapped consumers in repeat borrowing. Colorado will continue to stand up for consumers and hold companies accountable when they violate our credit laws or attempt to evade them through misleading practices.” Colorado’s suit alleges EarnIn assesses finance charge in excess of that permitted by Colorado law, that EarnIn failed to make legally required disclosures to Colorado borrowers, that EarnIn made supervised loans to consumers without obtaining the requisite license, that EarnIn violated the state’s Deferred Deposit Loan Act, that EarnIn engage in unfair and deceptive trade practices, and that EarnIn made false or misleading statements concerning price. The suit seeks a court order enjoining EarnIn from violating relevant Colorado laws, for EarnIn to refund amounts charged in excess of state law, fees, costs, and penalties, and other relief the court deems to be just. Fintech Business Weekly is made possible by the generous support of paying subscribers — bringing you independent analysis of banking, fintech, and crypto without fear or favor. You can support my work by becoming a paying subscriber if you aren’t already. Paying subscribers enjoy: access to the entire archive of nearly six years of newsletters extended versions of the weekly newsletter, with additional content and analysis and (for founding member tier) quarterly personal 1:1 fintech Q&A / strategy calls with me, tapping into my unparalleled knowledge of the intersection of banking and fintech and experience working in the sector, including helping to launch Goldman Sachs’ retail bank Marcus Support Fintech Business Weekly You can also support Fintech Business Weekly by sponsoring a newsletter or podcast, putting you in front of 93,000+ of the most influential decision makers in banking, fintech, and crypto. Learn more about sponsor opportunities or request a media kit by dropping me an email. Q2 Quarterly Banking Profile: Five Quick Takeaways The FDIC released its quarterly banking profile, which is always worth a read, for the second quarter. The profile provides an aggregate snapshot about the overall health of the 4,238 institutions whose deposits are insured by the FDIC, who, collectively, hold more than $26 trillion in assets and saw a total net income of more than $90 billion in the second quarter. Net income was up 12% vs. Q1 2026, with lower provisions and realized gains on securities helping to drive the improvement, somewhat offset by increases in non-interest expense and applicable income taxes. Overall net interest margin was basically flat quarter over quarter (up 1 basis point vs. Q1 2026), though community banks saw NIM grow by 10 basis points, to 3.81%. Unsurprisingly, given that interest rates haven’t changed, unrealized losses on securities changed little, edging up slightly to $326.7 billion vs. $325.1 billion in Q1 2026. Aggregate credit quality has remained benign, with asset quality actually improving slightly in Q2. Overall, institutions reported a 9 basis point decline in their past-due and non-accrual rate, to 1.44%. Net charge off rate also declined by 2 basis points, to 0.57%. And finally, the FDIC’s deposit insurance fund stands at $161.1 billion, making the DIF reserve ratio 1.48% — above the statutory minimum of 1.35%, but still below the designated target reserve ratio of 2%. [Paid Subscriber Exclusive] Nissan Withdraws ILC App, State Associations Plan BankChain Alliance, FDIC Defines “Unsafe or Unsound Practice” For First Time Automaker Nissan withdrew its application to charter a Utah industrial loan company and its corresponding application to the FDIC for deposit insurance last week, on August 19th. Nissan’s application had been outstanding for more than a year, as it originally applied in June 2025. Recent applications to the OCC to form national banks have been decisioned, one way or the other, substantially more quickly than has historically been the case.
Commentary: The MBA Applicants Business Schools Are Losing Before They Apply
Global MBA applications are rising – but U.S. programs are increasingly losing candidates before they even apply.
Is Germany benefitting yet from the crisis in US research?
Science|Business - Table.Media partnershipScience|Business has partnered with Table.Media, a leading source of news about higher education and research in Germany. Each week, we are publishing one of each other’s stories to give readers an even broader range of insight into R&D policy across Europe.Drawing over 500 participants, the German Academic International Network conference in San Francisco brings together researchers, universities, scientific organisations and policymakers in the US as part of an attempt to recruit international talent for Germany. It also serves as an annual barometer for the uncertainty triggered by the Trump administration’s science policies. As was the case last year, Germany’s political presence was unusually strong: federal lawmakers, nine state ministers of science and research, and federal research state secretary Marcus Pleyer all attended. Joybrato Mukherjee, president of the German Academic Exchange Service (DAAD), has observed a marked shift at US universities a year after the Trump administration began sweeping interventions: the initial state of "shock and paralysis" has given way to a strategic approach to the situation. Universities are seeking new funding sources, mounting legal challenges against interventions and opening themselves up more to international collaborations, including with Germany, he said. Early-career international researchers with expiring visas are considered particularly vulnerable. Germany is benefiting from increased demand among this pool of young talent; the country’s 1,000 Minds Plus programme, designed in part to lure German academics back home, has already filled up around one-third of its capacity. Meanwhile, Markus Blume, Bavaria’s science minister and current chair of the federal Conference of Science Ministers, sees an "enormous outflow of talent from the US." An increasing number of international researchers want to leave. Applications to Canada have risen by 42% January, and those to Europe by 32%. Meanwhile, the number of people drawn to the US is plummeting. "In this context, Germany must position itself as a prime destination offering reliable conditions, institutional stability and academic freedom, including through smart collaborations," Blume told Table.Briefings.“Darkest hour”At the get-together in San Francisco, the former president of the US National Academy of Sciences, Marcia McNutt, highlighted the gravity of the situation on the ground in a keynote address. She described the present moment as the "darkest hour for the US scientific system." At the same time, she said that cooperation should be maintained, especially during a crisis. Established researchers in the US are less likely to leave. Ulrike Malmendier, a former member of the German Council of Economic Experts and an economist at Berkeley, explained why established researchers are not packing their bags and leaving the US in droves: working conditions and the concentration of talent at places like Berkeley and Stanford remain unparalleled. According to Peter-André Alt, managing director of the Wübben Foundation, which helps Germany attract international academics, political restrictions are not the only grievance voiced by US-based researchers. "There are evidently still many areas where, fortunately, unfettered research is possible," Alt told Table.Briefings. Instead, the primary complaint concerns the cost of living, which has "skyrocketed” to absurd levels. "Runaway inflation, like that currently seen in the US, is certainly no draw for young scientific talent,” he said. Return homeA growing number of early-career researchers from Germany appear to be considering a return home. Jörn Benzinger, who is responsible for recruiting early-career researchers from abroad at Ruhr University Bochum, reports numerous conversations with researchers who are taking a closer look at the German academic landscape."Germany has definitely moved more into the spotlight,” he said. States, university alliances and research organisations joined forces to recruit talent. Bavaria, Baden-Württemberg and North Rhine-Westphalia were prominently represented, as were alliances such as the Berlin University Alliance and the University Alliance Ruhr. Benzinger sums up Germany’s approach with a new formula: "collaboration is the new competition." He notes that it is becoming increasingly difficult for individual universities to gain international visibility, while regional research ecosystems and collaborations are growing in importance. Afraid to leaveThe crisis in the US academic sector is also straining transatlantic research relations. Benzinger reports that some US-based researchers had to decline brief invitations to Germany because they could not be certain of being allowed to re-enter the US afterward.He considers the simple poaching of researchers to be the wrong approach; what is needed, he says, are "reliable offers and long-term partnerships."However, Green Party politician Ayşe Asar, who also attended the conference, sees a significant need for improvement, particularly regarding career paths in Germany.While lifetime professorships and academic freedom certainly make Germany attractive, young researchers also require predictable career paths, tenure-track positions and flatter hierarchies.
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