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Bucco Calls for Action to Support Small Businesses, Introduces Bill to Give Them a Voice in Trenton
While the Sherrill administration continues its ‘small business listening tour’, Senate Republican Leader Anthony M. Bucco (R-Morris, Passaic) is calling for immediate action to support Ne
Several S&T researchers among top 2% cited scientists in their fields
A total of 94 current and former researchers affiliated with Missouri S&T are among the world’s top 2% most-cited scientists recognized either for their career-long impact or for their 2025 metrics, according to a Stanford University analysis of the Elsevier Data Repository....Continue Reading Several S&T researchers among top 2% cited scientists in their fields
Trumbull Health Department Holding Walk-in Flu Clinics This Week
The Trumbull Health Department will be having walk-in flu clinics this week:TODAY, 10/20/27: 10-12pm and 2-4pmWednesday, 10/21/26: 6-8pm 335 White Plains Road No appointment required!We will
Flu Clinics & Drug Take Back Day
Take part in upcoming public health events to help keep you and your family well this fall. Flu ClinicsThe Health Department is holding flu clinics in the coming weeks. Getting vaccinated for flu
Ruiz Bill Requiring Social Media Services As Part Of State’s Small Business E-Commerce Program Adv.
TRENTON – To support small businesses, the Senate Economic Growth Committee advanced legislation sponsored by Senate Majority Leader M. Teresa Ruiz that would require social media developme
Space Bill to Promote Local Business Development Advances
Senator Parker Space’s (R-Sussex, Morris, Warren) bill establishing an economic growth program to promote business development in less-populated municipalities was advanced by the Senate Economi
Singleton’s ‘Downtown Economic Growth Program’ Would Stimulate Business Development in Small Towns
TRENTON – The Senate Economic Growth Committee advanced bipartisan legislation sponsored by Senator Troy Singleton and Senator Parker Space that would establish the “Downtown Economic
UA Business Spotlight: The Original Goodie Shop
If you’ve spent any time in Upper Arlington, chances are you’ve heard of The Original Goodie Shop. And if you’ve ever walked out of the bakery with a box of its famous cinnamon stick
Science on Target: Q3 Research We Enable
Read on for updates across the Research we Enable Postmortem Tissue (PMT) Core The Target ALS Postmortem Core has now collected brain and spinal cord tissue from over 650 cases, making it the largest and most comprehensive ALS tissue repository worldwide that is accessible with no-strings-attached to the global research community. This robust and expanding […]
EPA Proposes Approval of Maricopa County Air Quality Rule 204
An effort to lower emissions and protect jobs in Maricopa County is picking up momentum with yet another milestone announcement.Today, the Environmental Protection Agency (EPA) announced proposed appr
Mental Health First Aid Training Offered in Lenawee County
Mental Health First Aid Training Offered in Lenawee CountyLenawee Community Mental Health Authority is sponsoring a Mental Health First Aid training on November 3 and November 10, from 4:00 p.m. to 7:
Do the Massillon Tigers play an OHSAA football game tonight?
The unbeaten Massillon Tigers do not play in tonight. Here's what's ahead for the Tigers and where they sit in the OHSAA football playoff picture.
Coconino County Flood Control District creates hands-on experiences at 2026 Science in the Park
Coconino County Flood Control District participated in Science in the Park last weekend as part of the annual Flagstaff Festival of Science. The District educated attendees about the post-wildfire flo
Pacific Clinics Selected as New Provider for Nevada County Behavioral Health Crisis Services
Nevada County Behavioral Health has selected Pacific Clinics as its new contracted provider for behavioral health crisis services, including the Crisis Stabilization Unit (CSU), which reopens today.Th
CMRHD Public Health Topics: October 2026
The Central MA Regional Health Dept. is pleased to feature four public health topics for the month of October 2026: Respiratory Illness Season, Domestic Violence, Breast Cancer Awareness, and Hallowee
Timken Co. completes sale of belts business to Gates Industrial
Jackson Township-based Timken Co. has completed the sale of its belts manufacturing assets to the Denver-based Gates Industrial Corporation.
Jazz Fest hits all the right notes
The Hyde Park Jazz Festival, in existence since 2007, has been a welcome repository of a wide variety of jazz sounds. This year was no exception.
Walsh University football stays unbeaten with victory over Ashland
The Walsh University football team remains undefeated with just the program's second victory ever over Ashland.
Massillon football players get restraining order before eligibility ruling
Families of six Massillon Tigers football players receive an injunction from a Stark County judge ahead of any OHSAA ruling on their eligibility.
UNC Charlotte launches NC Economic Impact Center
UNC Charlotte has launched a N.C. Economic Impact Center that university officials envision as a place businesses and others will come when they need reliable information fast. “We are going to be a center and a repository for local data, constantly updating data, so that business leaders and civic leaders can come to us for […]
Sustainable Mendota Heights Business Spotlight
In 2021, Minnesota banned perchloroethylene, or perc, a chemical widely used in dry cleaning. Perc is associated with serious health risks and has been found in air, water and soil.This wasn't a
Health and Human Services seeks community input to inform programs and services
In April, Coconino County Health and Human Services (CCHHS) launched the Community Health Needs Assessment (CHNA) survey to help identify the health priorities, community needs, strengths and risk fac
Heidelberg vs Mount Union college football live updates, highlights
Heidelberg and Mount Union kicked off Ohio Athletic Conference play in college football action Saturday. Click here for live scoring and updates
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.
2026 Trumbull First Selectman’s Address to the Business Community on October 1, 2026
October 1, 2026 7:30 AM - 10:30 AM2026 Trumbull First Selectman’s Address to the Business CommunityJoin the Trumbull Chamber of Commerce, an affiliate of the Bridgeport Regional Business Council
DA Khan Demands Financial and Business Records to Unravel Slumlord's Paper Trail
Bucks County District Attorney Joe Khan has escalated the consumer protection lawsuit against real estate business R & R Enterprises, by filing a new amended complaint and initiating the civil dis
Grove City at Mount Union college football live updates
The Grove City and Mount Union college football teams meet in Week 2 of the regular season. Get live score updates and analysis here.
Burlington County Health Department Offering Flu Vaccines Beginning September 18
The Burlington County Health Department announced its free flu vaccine clinics schedule to protect residents and keep communities healthy.The Health Department will be holding weekly flu vaccine clini
Jonathan M. Pratt Appointed as CEO of Qiagen
The largest repository of validated, free and subject-focused analytical science resources covering from industry news to original research. Search today >>
UA Business Spotlight: Coffee + Cone
Coffee and ice cream may seem like an unexpected pairing, but at Coffee + Cone at the Mallway, the combination is exactly what makes this new Upper Arlington business stand out. Located at 1966 North
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.
Court Business Offices Adjust Hours for Staff Training September 8–9
Several Lenawee County court business offices will be temporarily closed during the lunch hours on Tuesday, September 8, and Wednesday, September 9, 2026, to allow staff to participate in training.The
City of Buffalo Provides Update on Flood Recovery Efforts and Emergency Pickup
BUFFALO, N.Y. — The City of Buffalo today provided an update on ongoing recovery efforts following Thursday evening’s flash flood, including the emergency collection of flood-damaged household items,
Stay Healthy This Season by Getting Your Free Flu Shot!
Stay healthy this season by getting your free flu shot! Public Health is hosting several free flu clinics on different days and locations throughout Nevada County. Protect yourself, your fam
Public Health Topic: Suicide Prevention Awareness
The Central MA Regional Health Dept. (CMRHD) is highlighting Suicide Prevention Awareness for the month of September. CMRHD is dedicated to fostering a community where mental health and well bein
A Month of Live Entertainment at Danville’s Village Theatre
A Month of Live Entertainment at Danville’s Village TheatreA variety of live entertainment is coming to the historic Village Theatre in the weeks ahead, with performances ranging from live music
Youth Sports Programs
Let the little ones get their chance to shine! The City of Chino Hills offers fun and engaging youth sports programs designed to introduce children ages 3-8 to the fundamentals of sports in a supporti
LZ Sees Surprising Result in Search for Dark Matter
Key Takeaways Dark matter is the mysterious substance that accounts for the vast majority of matter in our universe. LUX-ZEPLIN (LZ) is a world-leading dark matter detector and specializes in searching for WIMPs, or weakly interacting massive particles. A new LZ study found one particle interaction that is difficult to explain with known background processes and could potentially have been caused by a WIMP. LZ continues to run to see if additional data strengthens or weakens the hint of a dark matter interaction. For the better part of a century, people have been trying to understand dark matter. This invisible substance makes up roughly 85% of the mass in the universe but has never been directly detected. Determining exactly what it is remains one of the biggest questions about our world. Now, a new analysis from the LUX-ZEPLIN (LZ) experiment has recorded a single particle interaction that researchers have great difficulty explaining with known background signals from normal matter. The result does not yet meet the statistical threshold required to claim a discovery, but is the most compelling hint of dark matter reported by the experiment to date. LZ is an international collaboration of 250 scientists and engineers from 39 institutions. The detector is managed by the U.S. Department of Energy’s Lawrence Berkeley National Laboratory (Berkeley Lab) and operates nearly one mile below ground at the Sanford Underground Research Facility (SURF) in South Dakota. The experiment uses 10 tonnes of ultrapure liquid xenon to search for dark matter and is optimized to look for WIMPs, or weakly interacting massive particles. The results were presented in a scientific talk at the 2026 TeV Particle Astrophysics conference in Japan. The paper will be released on the online repository arXiv and submitted to the journal Physical Review Letters. “We’re very intrigued to see this event in the data, in the region where we expect dark matter to show up and the competing backgrounds are very low,” said Rick Gaitskell, a professor at Brown University and the spokesperson for LZ. “With only one event, we don’t want to get ahead of ourselves. We are not claiming to have seen dark matter. But we have seen something interesting that we want to share with the scientific community for their input.” The LZ collaboration studies experimental data in batches. In the new result, researchers analyzed 220 live days of data collected between March 2023 and April 2024. The collaboration had previously searched this dataset for faint signals from the simplest kinds of WIMP interactions. The new analysis searched for a broader range of possible WIMP interactions that could deposit more energy in the detector. LZ is particularly sensitive to such signals while also minimizing false positives. “This was a detailed study in a region we hadn’t explored within this dataset, and we spent months of additional effort to understand all the possible causes of background events,” said Sam Eriksen, a senior research associate at the University of Bristol in the U.K. and lead author of the study. “We understand our detector and the backgrounds so well that even a single outstanding event, like the one we found, is important. We expect dark matter events to be extremely rare, so only a handful could mark the first detection of WIMP dark matter.” If the anomalous event was caused by dark matter, the WIMP that generated it would likely have a mass of at least 200 GeV/c2 (gigaelectronvolts), or more than 200 times the mass of a proton. It would also suggest a specific type of interaction between WIMPs and ordinary matter beyond the simplest model. The LZ results have not reached “5-sigma” significance, the statistical threshold considered a discovery in physics. The new analysis is 2.6 sigma, meaning there is approximately a 0.5% chance that the event could be explained by known backgrounds. With additional data, researchers can test whether the finding continues to grow in significance or fades away. LZ has already accumulated the world’s largest dark matter dataset and will continue to accrue WIMP search data at SURF, substantially improving their search statistics. LZ searches for dark matter by looking for signature flashes of light from energy deposited in the detector. The collaboration leverages multiple methods to prevent or account for particle interactions caused by normal matter. This includes the mile of rock that shields the detector from cosmic rays from space, a water tank and outer detectors that protect the central detector from background neutrons, and a suite of computational tools that disentangle particle interactions and reject dark matter mimics. “Outlier events in the data are not unexpected, but they usually stand out as a background of some kind when you look at them deeper,” said Aaron Manalaysay, a physicist at Berkeley Lab and the chair of LZ’s Institutional Board. “This is the first example in any experiment I’ve worked on of an outlier that appears valid in every way. Of course, we’re still twisting our brains trying to think if there’s a rare background mechanism we could’ve missed, but it’s thrilling to wonder if this could be the first hint of a dark-matter observation.” LZ is supported by the U.S. Department of Energy, Office of Science, Office of High Energy and Nuclear Physics, and the National Energy Research Scientific Computing Center, a DOE Office of Science user facility. LZ is also supported by the Science & Technology Facilities Council of the United Kingdom; the Portuguese Foundation for Science and Technology; the Swiss National Science Foundation; the Australian Research Council Centre of Excellence for Dark Matter Particle Physics; and the Institute for Basic Science, Korea. Thirty-nine institutions of higher education and advanced research provided support to LZ. The LZ collaboration acknowledges the assistance of the Sanford Underground Research Facility. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.
UA Businesses Encouraged to Take the Water Quality Pledge
TAKE THE WATER QUALITY PLEDGE TODAYSince 2014, the Franklin Soil and Water Conservation District’s Water Quality Partner Program has been helping local businesses understand and implement stormw
International Overdose Awareness Day
August 31 is International Overdose Awareness Day which is designated to raise awareness of overdose, reduce the stigma of drug-related death, and honors the memories of those we have lost. Remember.
Perry Twp. business forced to close after bus crashes into front door
The Perry Township business is temporarily closed after a wayward bus smashed into the front door.
Free Fall Health Check Coming to Adrian September 24
Community members are invited to take advantage of free health screenings and services during the Fall 2026 Health Check, presented by United Way of Monroe/Lenawee Counties and Family Medical Center o
Unregulated food vendors can pose health threat
Coconino County Health and Human Services (CCHHS) Environmental Health is reminding community members that eating at an unlicensed food vendor location can pose a high risk of serious foodborne illnes
MA Dept. of Public Health Advisory on Recalled Outshine Fruit Bars
The MA Dept. of Public Health is advising consumers and retailers about a voluntary recall of select Outshine Fruit Bars because they may contain glass. The recalled products were distributed to retai
MA Dept. of Public Health Advisory on Recalled Outshine Fruit Bars
The MA Dept. of Public Health is advising consumers and retailers about a voluntary recall of select Outshine Fruit Bars because they may contain glass. The recalled products were distributed to retai
North Canton rejects neighborhood business district proposal
After residents objected to the creation of a new neighborhood business district in the North Canton zoning code, council narrowly killed the idea.
Community Invited to Forest Health and Wildfire Risk Town Hall on Aug. 27
Nevada County community members are invited to attend the “Hard Choices in the Woods: Forests, Fire and Herbicide” Town Hall on forest health and vegetation management tools used to reduce
Ruiz, Scutari Legislation Shielding Reproductive Health Care Access Signed into Law
TRENTON – Today, Governor Mikie Sherrill signed legislation sponsored by Senate Majority Leader M. Teresa Ruiz and Senate President Nick Scutari that strengthens protections for patients and prov
Regional Opioid Task Force Announcement
Date of Record: August 20, 2026The Regional Opioid Task Force is pleased to announce: Notification of Funding Opportunity for the Providing Access, Treatment, and Hope Grant Program as well as a Posit
Community Invited to Participate in the Forest Health and Wildfire Risk Survey
Nevada County community members are invited to attend the “Hard Choices in the Woods: Forests, Fire and Herbicide” informational Town Hall on forest health and vegetation management tools
Fall Open Streets 2026 Celebrates Healthy Hearts, Healthy Brains
The Lawton-Fort Sill Open Streets Committee and its partnering agencies are proud to announce the Fall Open Streets event, happening September 19th, from 10:00 a.m. –&nb
Vaccine Clinic at the Council on Aging (COA)
The Central MA Regional Health Dept. is partnering with Shaw's for a vaccine clinic on 9/9/26 from 9am-11:30am at the C.O.A., 98 Maple Avenue. Walk-in appointments available for Flu & COVID shots
NVIDIA GeForce NOW native Linux app leaves beta, Frame Generation gets lower latency
GeForce NOW for Linux is now officially available with an NVIDIA Flatpak repository. Cloud-side updates also target latency and CPU-limited games.
Nevada County and Sierra Business Council’s SBDC to Host Free Capital Summit
On Thursday, Aug. 27 at 1 p.m., the Sierra SBDC at Sierra Business Council and Nevada County are hosting a free Capital Summit at the LOVE Building (660 Minnie St., Grass Valley) in partnership with b
Nevada County & Sierra Business Council’s SBDC to Host Free Capital Summit
On Thursday, Aug. 27 at 1 p.m., the Sierra SBDC at Sierra Business Council and Nevada County are hosting a free Capital Summit at the LOVE Building (660 Minnie St., Grass Valley) in partnership with b
Community Health Improvement Plan to outline Kenosha County’s health priorities for next 5 years
Following up on a community survey conducted last year, work is now underway on a refreshed Community Health Improvement Plan for Kenosha County, Health Officer Ricky Ferrari Traner announced today.Th
Trumbull Health Dept Encourages Families to Add Immunizations to Their Back-to-School Checklist
August is a busy month as families prepare for the start of a new school year. Parents are gathering school supplies, updating wardrobes, and organizing everything students need for a successful year.
Sustainable Mendota Heights Business Spotlight
Since 1987, Sovran has helped Minnesota organizations grow and compete by providing information technology (IT) services. As one of the first Sustainable Mendota Heights Businesses, Sovran leads in th
Local book clubs provide page-turning entertainment for readers of all ages
The main library has been a repository of knowledge for generations, and much of it is contained in the pages of the many books that fill the shelves. Book clubs are a great way to explore some of the numerous titles.
Health and Human Services announces ribbon cutting for Southern Region Office and Peaks Youth Center
Coconino County Health and Human Services (CCHHS) is excited to announce the opening of the newly remodeled Southern Region Office and official ribbon cutting ceremony of the CCHHS Peaks Youth Center
Unsecured Business Property Tax Bills to Be Mailed in July
Nevada County Treasurer-Tax Collector Michelle Bodley and Assessor Rolf Kleinhans remind local business owners that annual Unsecured Business Property Tax bills will be mailed in July, with payments d
New Behavioral Health Director Announced
Dr. Cari Yardley has been selected as Nevada County Behavioral Health and Homelessness Director effective August 3rd.Dr. Yardley has been with Nevada County since 2021, serving as Acting Behavioral He
Miami Ohio football commit Giorgio Jackson Jr. recruiting profile
A look at Massillon Washington High School football star Giorgio Jackson Jr., a Miami (Ohio) commit, including his stats and other recruiting offers.
MA Dept. of Public Health
Smoke from Canadian wildfires is impacting air quality in MA. This creates hazy conditions and raises fine-particle pollution levels in some areas. Poor air quality can have significant adverse effect
Science on Target: Q2 Research Cores Update
Use the below jump links to navigate to each Research Core update. Postmortem Tissue (PMT) Core Longitudinal Biofluid Core Data Engine Stem Cell Core Postmortem Tissue (PMT) Core The Target ALS Postmortem Core has now collected 650 cases, making it the most comprehensive ALS tissue repository worldwide that is accessible with no-strings-attached to the global […]
New Energy Efficiency Program Helps Small Businesses Save Energy!
FOR IMMEDIATE RELEASEJuly 8, 2026New Energy Efficiency Program Helps Small Businesses Save Energy!CHARLOTTESVILLE, VA – The City of Charlottesville and Community Climate Collaborative (C3)
GentleBrook to operate mobile Snapology franchise
GentleBrook has entered a franchise agreement with Unleased Brands to launch a mobile, Snapology-branded education program.
America at 250: Small business still carries the water
Guest essayist Chuck Violand writes as America turns 250, let's recommit to the values that helped build strong businesses and a strong country.
America’s Time Capsule will be buried for 250 years. Here’s how to watch.
The high-tech historical repository will be buried in Philadelphia on July Fourth.
Cyclosporiasis Cases In Lenawee County
The Lenawee County Health Department is investigating a cluster of cyclosporiasis cases among Lenawee County residents. These cases are part of a multijurisdictional outbreak, and public health offici
Central MA Mosquito Control Project (CMMCP)
Central MA Mosquito Control Project (CMMCP) The Town of Shrewsbury is one of 44 communities who have contracted with CMMCP for mosquito mitigation. Residents can, free of charge, make a requ
Digital research repository arXiv to start new chapter as nonprofit
On July 1, the digital research respository arXiv, house at Cornell Tech, will transition to an independent nonprofit, enabling faster technological development, expanded partnerships and long-term financial sustainability.
Efzimfotase alfa demonstrated improvements in bone health in treatment-naïve pediatric patients with hypophosphatasia achieving median difference of 1.67 vs placebo in RGI-C Score at week 25 in MULBERRY Phase III trial
Positive results from the MULBERRY Phase III trial showed that efzimfotase alfa (ALXN1850), an investigational enzyme replacement therapy, demonstrated a statistically significant and clinically meaningful improvement in bone health in children (2 to
Binghamton University creates an open-source healthcare simulation repository
Staff from Binghamton University’s Information Technology Services and Decker College of Nursing and Health Services recently collaborated to create the SUNY Share Simulation and IPE Activity Repository.
Mayor David Chait Attends Capital Health's Pride Flag Raising and Juneteenth Ceremonies
Hopewell Township, Mercer County, NJ - Throughout the month of June, Mayor David Chait was honored to join community members at both Capital Health's Pride Flag Raising Ceremony and Juneteen
Edenville General Store looks to expand entertainment offerings
Edenville General Store is looking to increase live music and other entertainment offerings with the addition of a new mobile outdoor stage. The approximately 2...
RideShare's Third Annual Bike Month Business Challenge Expands Community Impact Fivefold
FOR IMMEDIATE RELEASEJune 17, 2026RideShare's Third Annual Bike Month Business Challenge Expands Community Impact FivefoldCHARLOTTESVILLE, VA — RideShare, a program of the Thomas Jeffe
Maricopa County Reports its First West Nile Death of the Season
Maricopa County Department of Public Health has confirmed the first West Nile virus-related death of the season. The individual was an older adult with underlying health conditions."This case is a tra
Arch Linux's AUR Sees More Than 400 Packages Compromised With Malware
The Arch Linux User Repository 'AUR' was hit by a large-scale malware campaign this week with more than 400 of these user-supplied packages being compromised.
Maricopa County Public Health Hosts Father-Focused Baby Shower
As an early start to celebrating Father’s Day, Maricopa County Department of Public Health (MCDPH) is hosting a community baby shower, focused on fathers of children two years old and younger, a
Surviving Through Mental Health: Family Matters Part 2
Surviving Through Mental Health Returns with Focus on Family and HealingNorfolk Community Services Board is partnering with Project ORF to bring the community together again for an evening of connecti
NotebookLM's new update will help you build source repository from chat
Google is making Gemini 3.5 the default model in NotebookLM
The World's First Nuclear Waste Tomb Is Nearly Ready to Open
To seal spent radioactive fuel underground for 100,000 years.
Michigan Launches New Online Form to Improve Reporting, Tracking of Harmful Algal Blooms
From the Michigan Department of Health and Human ServicesLANSING, Michigan – As summer approaches, the Michigan Departments of Environment, Great Lakes, and Energy (EGLE), Health and Human Servi
Summer Nights Entertainment Returns to Danville
Summer Nights Entertainment Returns to DanvilleThe Town of Danville is celebrating the season with Danville Loves Summer, a reminder that summer in Danville is about community gatherings, outdoor fun,
Academics in Meltdown Now That They’re Responsible for AI Hallucinations in Their Research Papers
A small group of researchers is up in arms after the scholarly repository ArXiv announced authors are responsible for hallucinated citations.
Research repository ArXiv will ban authors for a year if they let AI do all the work
ArXiv is doing more to crack down on the careless use of large language models in scientific papers.
Timken Co. selling its belts business to Gates Industrial
The Timken Co. announced May 1 that it's selling its belts business to Gates Industrial Corp.
PhysioNet as a global platform for biomedical research
Nature Health - Twenty-five years after its first public repository was established, the PhysioNet resource for biomedical and clinical data has enabled tens of thousands of research papers....
AI is prepared to commit science fraud, research finds
ArXiv, a repository for pre-peer-reviewed papers, has been “overwhelmed” with submissions since the rise of LLMs.
He Built a Server to Protect Indigenous Health Data
Joseph Yracheta was in charge of a repository that compiled and protected tribal health data. Then its funding was cut.
He Built a Server to Protect Indigenous Health Data
Joseph Yracheta was in charge of a repository that compiled and protected tribal health data. Then its funding was cut.
TransLogic™ Launches Secure Tube System Monitoring for Healthcare Operations
BROOMFIELD, Colo., February 03, 2026--TransLogic, a Swisslog Healthcare company and a leading supplier in transport automation, has launched MYtranslogic, a breakthrough cloud-based repository, for North America healthcare facilities. The platform, developed in partnership with DevIQ, provides enhanced access to TransLogic tube system monitoring, helping prevent minor issues from escalating into system service interruptions that prove costly to patient care and staff efficiency.
A Look At Barrett Business Services (BBSI) Valuation After New HR Document Repository Launch
Barrett Business Services (BBSI) has rolled out a new Employee File Cabinet HRIS module inside its client portal, built with Box technology, centralizing HR documents in a secure, integrated repository for employers and staff. See our latest analysis for Barrett Business Services. This product rollout comes as Barrett Business Services trades at US$39.20, with a 30 day share price return of 8.23% and a year to date share price return of 7.72%. The 1 year total shareholder return decline of...
As global warming melts glaciers, a novel sanctuary in Antarctica is opening to preserve ice samples
Scientists have inaugurated the first global repository of mountain ice cores in an Antarctic vault.
Women in Science webinar series
The DEC Hudson River Estuary Program and the Hudson River National Estuarine Research Reserve are offering a series of webinars featuring scientists, community ...