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Robins School of Business ranks as a Top 20 undergraduate business school
Poets&Quants for Undergrads has named the University of Richmond’s business school a top 20 school for the fifth consecutive year.
Austin Launches Funding Hub to Support Small Businesses
New Austin Kiva Hub to offer assistance with microloans, hands-on coaching
Perplexity CEO said AI could spur a small entrepreneurship boom
Aravind Srinivas said AI will lead to job cuts — and create small business opportunities.
Babson and Microsoft Team Up to Help Small Businesses with AI · Babson Thought & Action
Students from The Generator, Babson’s interdisciplinary AI lab, worked with small business owners to give feedback on a Microsoft AI tool.
Intel Core Ultra 7 270K Plus Review - Intel's Fastest Gaming CPU
The Intel Core Ultra 7 270K Plus is a game-changer, featuring more cores and larger cache than the 265K, while cutting the launch price to just $300. In gaming, it outperformed all non-X3D Ryzen CPUs, and application performance is impressive as well, matching the much pricier Ryzen 9 9950X.
Intel Core Ultra 5 250K Plus Review - Disrupting AMD's Entry-Level
Intel is breathing new life into its Arrow Lake lineup with the Core Ultra 5 250K Plus. Priced at an attractive $200, this little powerhouse outperforms most AMD CPUs in applications and delivers competitive gaming performance, too. It's a strong contender for budget-friendly builds, and overclocking potential is good, too.
STC HVACR student turns childhood lessons into vision for future business
Currently pursuing an associate degree in Heating, Ventilation, AC and Refrigeration (HVACR) at South Texas College, Cesar Bernal III said he was just 12 years old when he began watching his father turn determination and hard work into a small but thriving air-conditioning business in Weslaco.
Small Business Promotion Week: Hey Honey Marketplace
Jennifer Reeves, nurse turned boutique owner, came up with the idea for Hey Honey Marketplace, a boutique on Abram Street that aims to not just be a store but a community gathering place for women.
Companies Aren’t Ripping Out Business Software for AI. Here’s What They’re Doing Instead.
Tech leaders at large corporations say that, for now, they’re vibe-coding their own small, custom apps, and putting pressure on their software vendors.
There’s little information about a large measles outbreak in Florida, so we went to see it
One of the largest measles outbreaks the US has seen in decades erupted at Ave Maria University in Florida, but very little information was being shared with the public. So CNN went to the small Florida town to learn what’s driving the case count.
OpenAI talent flow: See who's feeding into and hiring away employees
Big Tech, particularly Google, was a huge feeder for OpenAI. Many employees landed at smaller startups after they left Sam Altman's AI giant.
Small swings, high drama: why UK polls are less volatile than they seem
In what is beginning to look like a fragmented five-party system, small swings carry outsized political consequences
BUSINESS MONDAY: Spotlight on Sarah's Cheesecakes & Cafe in Pittsfield
The small family-owned and -operated operation is celebrating its 20th anniversary—and looking forward to many more years to come.
Microsoft: Removing some Copilots will improve Windows 11
: 'Doze boss admits OS needs smaller memory footprint, fixes for old issues like bad Bluetooth, more prominent WSL
Man who bought $75 worth of Apple products from a stranger in a car park realizes he might be sitting on a small fortune
A tech enthusiast who bought a bunch of used Apple products off a stranger in a car park was left pleasantly surprised by the haul
Your Thymus and Your Healthspan
Our thymus gland plays a central role in the development or our immune system, specifically for supporting T cell development (how these cells got their name, maturation and differentiation in the thymus) and discriminating between self and foreign, non-self antigen proteins with production of dendritic cells. As we age, our thymus gland shrinks—the process known as involution—with progressive change from spongy to fatty tissue, with loss of functionality. But this process, with respect to timeline and extent, markedly varies from one person to the next. And to make things even more complicated, our thymus gland anatomy and precise location in the chest also is highly variable. So the famous Frank Netter diagrams from the 1960s (such as at left below) don’t capture the remarkable heterogeneity that a random set of 12 chest CT scans (below at right). What I consider as 2 landmark papers in Nature this week (here and here) used AI to quantify health of the thymus in 2 large cohorts, and then correlate the metric to a broad array of health outcomes. In this edition of Ground Truths, I’m going to cover three questions: (1) How was thymus health determined by AI?; (2) How is thymus health linked to key clinical outcomes? and (3) Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? Subscribe 1. How was thymus health determined by AI? This was accomplished by extensive work developing and validating an AI pipeline for 2 stages, the first for localization and segmentation of the thymus bed, and the second to quantify a digital marker, termed the thymic health score. There’s a lot to this algorithmic development, so I won’t go into all the details, but just provide a rudimentary outline of what was done. The 1st stage used supervised learning with 2 radiologists reviewing 2,461 chest CT scans. That work trained a 3D U-Net model to automatically identify the thymic bed’s 3D cropped region using center of mass coordinates, which reached 99.8% accuracy. The 2nd stage used a foundation model that was pre-trained with SwAV (which stands for Swapping Assignment between multiple Views), a self-supervised model, that generated a high-dimensional thymus representation of 4,096 features. That compares to the radiology reductionist and subjective scoring of 0 to 3 where 0 means the thymus is fully degenerated and fatty, and 3 is considered dense, intact glandular soft tissue. Notably, the self-supervised learning (SSL) performance was superior to supervised (AUC ~0.75 vs 0.55, respectively) reflecting the shallowness of the 0-3 classifier vs SSL’s holistic, self-taught AI. The thymic health score ranged from 0 to 100, with the highest number indexed to fully preserved thymic health. The algorithmic work extended to explainability with both Shapely value distribution, meaning the model was holistic not relying on any “magic” pixel, and occlusion sensitivity, demonstrating the model’s performance was not affected by ribs, sternum, lung tissue, but rather focused on the thymic bed directly. Below are a few saliency maps from the occlusion sensitivity that indicate the thymic bed focus, not affected by neighboring structures, using the jet color scale. Now the AI was ready for processing ~25,000 CT scans, each over 30 MB files, from the 2 large participant cohorts to provide a thymic health score, it did so in less than 14 hours, which is less than 2 seconds per scan! Share 2. How is thymus health linked to key clinical outcomes? The two cohorts were the National Lung Screening Trial, NLST (N=25,031) and the Framingham Heart Study, FHS (N=2,581) each with baseline demographics and long term follow up of >12 years for health outcomes. From the NSLT, you can see below that increased age and body-mass index were correlated to reduced thymic health. And, overall, men had reduced thymic health scores compared with women. There are a lot of graphs in the paper for outcomes, for both the NLST and FHS cohorts. To simplify the major outcomes, below is a composite Figure with striking reduction of all-cause mortality and for the different causes of death. The results were consistent between the 2 cohorts. For example, the cardiovascular mortality hazard ratio average was 0.57 in NLST and 0.38 in FHS (weighted to be 0.53 for the aggregate). The reduction of mortality also extended to digestive diseases and pulmonary disease (data not shown below). Lung cancer incidence was reduced by 36% for high vs low thymic health (Figure below, with a panel -incidence and b panel-mortality, adjusted for age, sex, BMI, smoking status). Notably, there was a smoker’s paradox: lower incidence and improved survival for lung cancer in smokers who had a high thymus health score. Smoking was associated with lower thymic scores whereas alcohol was not. Higher thymic health was linked to higher HDL cholesterol, lower triglycerides, lower fasting blood glucose, and lower systolic and diastolic blood pressure. Inflammation biomarkers, such as C-reactive protein and interleukin-6, were elevated in the people with lower thymic health scores. In their second paper, the same team looked at the relationship between thymic score and outcomes for 3,476 patients receiving cancer immunotherapy. The non-small cell lung cancer progression-free survival was reduced in patients with low thymic health score. A parallel relationship for survival was seen for other types of cancer including melanoma, breast, and kidney with a 44% lower risk among high thymic scores (Figure). A similar pattern was seen with different immune checkpoint inhibitors. The thymus health score outperformed programmed death ligand-1 (PD-L1)and tumor mutation burden (TMB) assay of the tumor and was an independent prognostic marker of progression-free survival. In this dataset, a direct connect with thymus score and adaptive immune function was noted with a correlation before cancer treatment for both T-cell diversity and thymus T-cell production (a metric known as T cell receptor excision circles). Thymus Removal Study There is a highly relevant citation about thymus function before moving onto ways to rejuvenate it. In 2023, a very important study of thymus removal during cardiothoracic surgery was published, with 1146 patients undergoing thymus removal vs 1146 matched controls (mean age 55 years). The adverse outcomes for thymus removal were striking, with a 2.9 higher risk of all-cause mortality and doubling of cancer incidence, 1.5 fold increase in cancer mortality, and 1.5-fold increase in autoimmune diseases. The immune function showed marked compromise after thymus removal, as reflected by CD4+ and CD8+ T cells (Figure below) Share Ground Truths 3. Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? In recent months we’ve learned a lot about the process of thymus involution and the pathways by which this may be modulated. Thymus involution is primarily due to loss to thymus epithelial cells (TECs) and there are 2 subtypes with different functions: the cortical, responsible for positive selection of T cells, and the medullary, for negative selection. When adipose tissue infiltrates the thymus, thymic adipocytes are pro-inflammatory, knocking out T-cell output. Likewise, systemic inflammation, or “inflammaging,” from smoking, obesity, and chronic stress promote thymic adipocytes. Now, from preclinical studies, we know about key pathways that account for these processes. Historically, back in 2014, FOXN1 was recognized as a single master transcription factor essential for TEC function, with studies in mice with forced FOXN1 upregulation leading to thymus regeneration. That laid the foundation for potential regrowth of quiescent thymus cells. It took awhile to find pathways to accomplish this goal and to even refute its role as the master regulator. The Liver-Thymus Axis Feng Zhang and his team recently showed that injection of an mRNA vaccine to the liver encoding DLL1, IL-7 and FLT3-L in combination, factors known to support thymopoiesis (Figure), successfully enhanced immune function in aged mice. However, the effect was transient. The FGF21 Story Two reports in 2025 addressed the thymus gland’s production of FGF21, a growth factor (fibroblast growth factor 21) and its control of thymus involution. This growth factor is also produced by the liver, but it doesn’t have impact on the thymus in aged rodent models. In contrast, The liver’s hepatocyte growth factor (HGF) has been shown to reverse senescent TEC structural changes. Growth hormone stimulates production of insulin growth factor-1 (IGF-1) in the liver and the thymus. Two small studies in human participants (TRIIM, for Thymus Regeneration, Immunorestoration, and Insulin Mitigation) of 6 and 50 people, respectively, treated with combined human growth hormone, metformin and DHEA, suggested the potential of slowing epigenetic aging and improving thymus mass and function. But the combination of drugs, small sample, and lack of controls make conclusions murky. Increased thymus FGF21 led to increased CD8 T cells in old mice and extended healthspan and improved physical performance. Building on the previous FOXN1 data, ablation of β-klotho, the obligatory co-receptor for FOXN1, accelerated thymic aging. The benefit to FGF21 was confirmed in a companion paper using an FGF21 knock-in mouse model showing thymus enlargement and increased TECs throughout the lifespan. (schematic Figure below). The accompanying editorial for these 2 papers speculated: “The proposed link between age-associated thymus involution and organismal aging is intriguing, and suggests we might seek to achieve systemic rejuvenation by counteracting thymic involution.” Other Factors Lessons from the Axolotl (Mexican Salamander) In an elegant set of experiments of the axolotl (Figure), known for its complete thymus regeneration after total surgical removal, mediators were identified. Surprisingly FOXN1 was dispensable. But midkine, a growth factor, appeared to be the driver, the initiator of thymus cell growth, survival, and repair. Other components that contributed were Postn+ (periostin-expressing mesenchymal niches) and Ccl19, a chemokine protein from the bloodstream. RANK and RANKL RANK (receptor activator of nuclear factor κB its ligand (RANKL) have been considered key regulators of medullary TECs. In a study of both aged mice and human thymus cell cultures, their key role was confirmed, with multiple benefits of resorting TEC function, recruitment of progenitor cells, and T cell development. Subscribe Summing Up This body of work strongly supports the health of the thymus gland as a critical regulator of human healthspan, not just a correlate or link. The new landmark studies are reinforced by the regenerative biology experimental models that have shown, via an array of mediators, that healthspan of aged mice is at least in part dependent on thymus gland function and its critical role for maintaining adaptive immunity. It sure seems that we’d be better off having an immune reservoir of naive T cells instead of a profile in older adults of exhausted, low quality, memory T cells, with a senescent phenotype. It is striking that we ignored the importance of the thymus gland for many decades. A wake-up call was the results of the thymectomy matched control study reviewed here, with the opposite of high thymic health score improved health outcomes. The convergence of AI and healthspan here is notable. The exceptional and laborious work for developing and validating (no less explaining) the AI to quantify thymus health set the foundation for probing the connect the major health outcomes in two cohorts with extensive follow-up. We’ve never had a way to meaningfully quantify the thymus gland before, so this represents important leverage of supervised, self-supervised, and transformer models. The study wouldn’t have been possible without AI. And it begs the question as to whether there are ways we can maintain our thymus at a high health score. But it’s not so simple to rejuvenate our thymus. There are multiple risks including the induction of autoimmunity, increasing the risk of cancer, and inducing a pro-inflammatory state. For example, factors that increase TEC proliferation could compromise the medulllary negative selection process and leak out auto-reactive (self-attacking) T cells. Thymic cells could be induced to proliferate, but we know, for example, that growth hormone and IGF-1 are associated with an increase risk of cancer. If thymus rejuvenation doesn’t clear out the accumulated senescent cells in older adults, then inflammation within the gland could block the production of TECs. Keeping these risks in mind, we now have identified many ways to keep our thymus healthy as we age that undoubtedly will be tested in clinical trials going forward. Ultimately, the benefit-to-risk tradeoffs will be defined. In the meantime, we have desperately needed an immunome. As I’ve stressed in multiple prior Ground Truths, we have no test in the clinic to assess a patient’s immune status! It was very encouraging for me to get an email from Hugo Aerts, the senior author of the landmark papers in the days after they were published: “I also wanted to say that your Substack on “Why We Need an Immunome” was inspiring for this work. We found it a very compelling perspective and greatly enjoyed reading it.” Just having an assessment of a person’s immune status via a chest CT scan, with millions of these performed per year, might help in guiding the right immunotherapy for cancer (e.g. more intensive, combinations for those with low thymic health scores) and help define people who are increased risk for age-related diseases of cancer, cardiovascular, and neurodegenerative. The main theme of Super Agers is that we now have many layers of data (genetics, proteins, biomarkers, organ clocks that can be integrated via multimodal AI) for us to define a person’s specific risk decades before one of these age-related diseases leads to symptoms, enabling prevention. From the new studies this week, we can add thymus health score as yet another way to understand a person’s risk, a window into their adaptive immune system and healthspan. And perhaps someday we will be able to safely rejuvenate the thymus, or maintain its health through one’s life, and use the thymus health score to monitor. NB: I wrote this post (No A.I.) A Quick Poll Loading... ********************************************************************* Thanks to Ground Truths subscribers (now > 200,000) from every US state and 212 countries. Your subscription to these free essays and podcasts makes my work in putting them together worthwhile. Please join! If you found this interesting PLEASE share it! Share Ground Truths Paid subscriptions are voluntary and all proceeds from them go to support Scripps Research. They do allow for posting comments and questions, which I do my best to respond to. Please don’t hesitate to post comments and give me feedback. Let me know topics that you would like to see covered. Leave a comment Many thanks to those who have contributed—they have greatly helped fund our summer internship programs for the past two years. It enabled us to accept and support 47 summer interns in 2025! We aim to accept even more of the several thousand who will apply for summer 2026.
Southern Living names top small towns, Florida snags 5 spots
St. Augustine named best small town in the Southern United States.
Immigration crackdown impact on local Latino-owned businesses
Latino business owners told WRAL News that fear and uncertainty following a nationwide crackdown in immigration enforcement are keeping some families out of public spaces, leaving small businesses struggling to survive. This story was written by Oriana Torre, a senior graduating journalism student at the University of Florida, participating in the CBC-UNC News Media Multiplatform Fellowship.
Kennedy’s latest MAHA-approved plan could supercharge peptide boom
He indicated that the FDA will soon widen access to the small proteins, which biohackers tout as therapies for a range of ills
Why Small Process Changes Often Deliver the Biggest Business Results
Founders often overlook small operational frictions that drain productivity. Here is how small process improvements can unlock boost scaling.
It’s time to take politics out of the Small Business Administration
The White House’s politicization of the agency will have a real-world impact on small business owners in the US
It’s time to take politics out of the Small Business Administration
The White House’s politicization of the agency will have a real-world impact on small business owners in the US
Intel compares Core Ultra 200S Plus to Ryzen 9600X and 9700X, gaming uplift stays small
Intel Core Ultra 200S Plus is aimed at creators, not gaming Intel has updated its pre-briefing deck ahead of Core Ultra 200S Plus reviews, and one of the
Scientists discover surprising brain trigger behind high blood pressure
Scientists have uncovered a surprising brain-based trigger for high blood pressure, tracing it to a small region in the brainstem that normally controls breathing. This area, which kicks in during forceful exhalations like coughing, laughing, or exercise, also appears to activate nerves that tighten blood vessels—raising blood pressure. When researchers switched off this region in experiments, blood pressure dropped back to normal, suggesting it plays a direct role in hypertension.
I left Goldman Sachs to build a small baking business. Here's how my time at the firm is giving me a leg up.
Uber's Advertising Business May Be Bigger Than Investors Think
Uber is best known for moving people and delivering food. However, something small but potentially profitable is growing at the company.
Gov. Stein announces $8.5 million for WNC small business recovery after Helene
The funding will assist 13 projects through the North Carolina Department of Commerce’s Small Business Infrastructure Grant Program, continuing the state’s response to the impacts of Hurricane Helene.
Queens small businesses push for stronger safety measures after attempted robberies
QUEENS, N.Y. (PIX11) — Business owners in Queens are calling for stronger public safety measures after an attempted break-in at one of Woodhaven’s most well-known landmarks. The incident happened earl...
Small Business Tech News: Google Maps Gets A Big AI Upgrade
AI takes over Google Maps, TikTok is helping small businesses advertise, AI hacking is better than humans.
Small business and entrepreneurship growth a point of focus for Secretary of State’s Office
LEWISBURG, WV (WVNS) – Entrepreneurs and small business owners in the Mountain State have gotten some extra support with the passage of new legislation. West Virginia Secretary of State Kris Warner me...
Tariffs were already squeezing small businesses. Now the Iran conflict is pushing them to the brink as rising oil prices boost shipping costs
Thin margins and limited reserves leave small businesses uniquely exposed.
$8.5 million to fund 13 small business infrastructure projects in western NC
Governor Josh Stein announced a third round of grants to support small business infrastructure in western North Carolina.
Chandra LaPlume Exits Sandbox Entertainment
Chandra LaPlume has departed Sandbox Entertainment after five years with the company. During [...]
Windows 11 is finally getting a movable taskbar
Microsoft is also working on a smaller taskbar option
Unilever in talks to sell food business to smaller rival McCormick
Unilever, which owns Hellmann's mayonnaise and Knorr stock cubes, seeks to focus on higher-growth businesses.
Small businesses reeling from tariffs brace for spiking oil prices
Anxiety has pulsed through the small-business economy for months, even before the war in Iran began weighing on energy prices.
Santa Fe small businesses awarded microgrants to pursue new opportunities
A total of 40 Santa Fe business owners received the microgrants, which were valued at between $3,000 and $5,000.
Curis Provides Fourth Quarter 2025 Business Update
Curis, Inc. (NASDAQ: CRIS), a biotechnology company focused on the development of emavusertib (CA-4948), an orally available, small molecule IRAK4 and FLT3 inhibitor, today reported its business update and financial results for the quarter ended December 31, 2025.
Curis Provides Fourth Quarter 2025 Business Update
/PRNewswire/ -- Curis, Inc. (NASDAQ: CRIS), a biotechnology company focused on the development of emavusertib (CA-4948), an orally available, small molecule...
CNBC Sport: This year's March Madness will test the health of Cinderella
NIL and the transfer portal has put smaller school men's basketball runs at risk, potentially harming many positive externalities for non-Power 4 universities.
Russia adds fiber-optic wires to Molniya drones, makes them unjammable
Fiber-optic cables have typically been used for smaller quadcopters. Now, the practice is being extended to larger fixed-wing drones.
NEW DATA: Florida Small Business Owners Confident About Future Growth
Sunshine State remains a top state for small business success
2026 Financial Summit: Strengthening Small Business for a Changing Economy
Read 2026 Financial Summit: Strengthening Small Business for a Changing Economy by Georgia Business Council for SaportaReport here.
Meet The Small Business Claiming To Have Cracked AI Software Testing
Sauce Labs says its approach to testing, based on business intent, can help enterprises break the logjam caused by the need for quality assurance in software development
Something extremely weird is happening to our galactic neighbor. Scientists think they know why
The stars in the Small Magellanic Cloud aren’t behaving the way they should. A cataclysmic collision with another nearby galaxy may be the culprit
SK pharmteco Reaffirms Three-Business-Unit Strategy, Strengthens Global Gene Therapy Business Unit with Funding Commitment
RANCHO CORDOVA, Calif., March 19, 2026 (GLOBE NEWSWIRE) -- SK pharmteco today announced a significant funding commitment to support strategic initiatives within its viral vector business, while reaffirming its long-term growth strategy across three business units: small molecule, peptides, and viral vectors. SK pharmteco is sharpening its strategy to provide pharmaceutical and biotechnology partners with the financial strength, technical rigor, and operational infrastructure needed for long-term
Customers help Denver small business owner relocate after 60-day vacate notice
Eveleth: Congress must fix joint employer rules for Michigan businesses
Former Owosso mayor Chris Eveleth explains how 'joint employer' rules create uncertainty for Michigan small businesses.
Snowmass considers defining new ‘business district’ for Draw Site, among other updates
Snowmass Town Council might consider a new business district after it was proposed Monday as a way to include small businesses in funding and priority housing for the Draw Site housing project.
Goldman Sachs says small businesses are embracing AI, but fewer than 1 in 5 are good at actually integrating it
Most small firms embrace AI, but few know how it can help their business.
Bars turn to 'tiny' cocktails as Americans trim drinking, spending amid rising prices
Tiny cocktails are taking over American bars nationwide as health-conscious drinkers seek smaller pours and moderation, creating a new mini drink trend.
Family Sharing in iOS 26.4 No Longer Forces Adults to Share a Payment Method
With iOS 26.4, Apple has made a small but useful change to the way that Family Sharing works. Each adult member of the family can now use their own payment method for purchases, rather than being forced to share a payment method. Apple has long required all of the members of a Family Sharing group to use a single shared payment method for app and content purchases when purchase sharing is turned on, with no option for family members to use separate payment methods.
Small Business Focus: Does AI keep you up at night?
Artificial intelligence is quickly becoming one of the most valuable tools available to small businesses and entrepreneurs — and BizLaunch is bringing that opportunity to the local business community with an upcoming in‑person workshop, “AI Advantage: Creating Winning Proposals With Smart Tools.” Led by the expert consultants at Revby, the program will explore how AI
Los Angeles Small Business ‘Spreads’ Global Reach with Coupang
LOS ANGELES, March 18, 2026--Spread The Love partners with Coupang to grow internationally.
iPhone 18 Pro Launching Later This Year With These 12 New Features
While the iPhone 18 Pro and iPhone 18 Pro Max are not expected to launch for another six months or so, there are already plenty of rumors about the devices. It was initially reported that the iPhone 18 Pro models would have fully under-screen Face ID, with only a front camera visible in the top-left corner of the screen. However, the latest rumors indicate that only one Face ID component will be moved under the screen on the devices, which will result in merely a smaller Dynamic Island.
Georgiana mayor proclaims SBDC day highlighting the center's impact on business growth in Butler County
The City of Georgiana joined communities across the nation in celebrating National SBDC Day on March 18, as Mayor Ninna Bonner issued a proclamation recognizing the impact of the Small Business Development Center (SBDC) at Troy University in supporting entrepreneurs and strengthening economic development across Butler County.
Video: Business Report Hall of Fame honoree Benny Alford
Benny Alford still shows up to work every day. At 80, the founder of Benny’s Car Wash keeps an open door at the company’s corporate headquarters overlooking Airline Highway, greeting employees, family members and the occasional visitor seeking advice. It’s a small but telling detail in a story that spans more than seven decades of […]
SoCal's defense startups secure vital funding boost
A bill to reauthorize Small Business Administration programs that fund defense startups in Southern California and elsewhere passed Congress on Tuesday.
Anti-Fraud Practices Your Bank Should Teach Every Small Business Customer
Payments fraud against businesses is skyrocketing, but banks and customers can combat it together.
Wave of Dust Rolls Through Texas
An advancing cold front kicked up a sharp line of sand and other small particles that swept over the high plains.
$900 million proposal aims to end decades-long healthcare desert in South Fulton
Apple releases its first Background Security Improvement for macOS, iOS and iPadOS
Apple has started providing small security updates to iOS, iPadOS and macOS devices.
House passes 5-year reauthorization to fund small business tech programs
Funding for the SBIR and STTR programs lapsed five months ago. The Senate this month passed a bipartisan bill to fund the programs through Sept. 30, 2031.
Pappas Statement on Passage of Legislation to Fund Critical Small Business R&D Programs
Today, Congressman Chris Pappas (NH-01) helped pass the bipartisan Small Business Innovation and Economic Security Act to reauthorize the Small Business Innovation Research (SBIR) program and the Small Business Technology Transfer (STTR) program for five years. The SBIR and STTR programs provide competitive awards to American small businesses to conduct research and development projects that have the potential for commercialization.
Small Business Day Brings the Concerns of New York’s Main Street Business Owners to the Capitol
NFIB small business owners from across the state gather in Albany to meet with legislators.
Exclusive: Small publishers hit hardest by search traffic declines
Larger publishers with better brand recognition and stronger direct-to-consumer products are more insulated from declines in traditional search traffic.
Spotlight on St. Johns: Small businesses struggle but community holds on
St. Johns businesses struggle with safety and costs, but community ties keep owners hopeful as KATU spotlights their fight to survive.
The Promptory Launches First Curated AI Marketplace with Built-In AI Strategy Director for Small Business and Enterprises
FRISCO, Texas, March 17, 2026--The Promptory, a privately held technology company, today announced the official launch of its AI tools marketplace — the first curated platform built specifically to help small, medium, and enterprise businesses find, evaluate, and implement the right AI tools for their specific needs.
House Committees on Science, Space, and Technology and Small Business Celebrate Passage of SBIR/STTR Reauthorization Bill on the House Floor
The House Committee on Science, Space and Technology
House Committees on Science, Space, and Technology and Small Business Celebrate Passage of SBIR/STTR Reauthorization Bill on the House Floor
The House Committee on Science, Space and Technology
Why Colorado businesses should oppose SB26-134
By Liliana Soto My family has spent the last 30 years building a small piece of Colorado’s food culture. My father founded Las Dos Americas Tortilleria three decades ago with a simple idea to make authentic flour and corn tortillas from scratch and serve our community with pride. What started as a small tortilleria has […]
New Small Business Administration loan policy could affect Bay Area entrepreneurs
Boost your small business with this resource fair
WACO, Texas (FOX 44) – Small businesses are the engine of the local economy – and later this month in Waco, there’s an event designed to help them start, grow and succeed. The CenTex Hispanic Chamber ...
Apple’s Smaller M5 Pro MacBook Pro Suffers From Severe Thermal Constraints, With Larger 16-Inch Model Being 30% Faster With Just 3 Extra Cores
In one CPU-focused benchmark, the 14-inch MacBook Pro is unable to cool the M5 Pro properly, leaving the 16-inch M5 Max model to register a major performance difference
Going Panther Lake very quickly: Lenovo updates ThinkPad P1 line with the P1 Gen 9 after just six months
An unexpected update: Lenovo is already replacing the ThinkPad P1 Gen 8 with the next gen model, the new ThinkPad P1 Gen 9. This new version is only a small update, focused mainly on internal changes.
This unified approach helps put effective healthcare AI into practice
Health systems can transition from small-scale artificial intelligence pilots to high-speed, validated rollouts that meaningfully improve patient outcomes by maintaining three key guardrails, according to presenters at HIMSS26.
CBA Launches Small Business Curriculum as Part of Advanced Education Programs
WASHINGTON, D.C. – The Consumer Bankers Association (CBA) recently launched the newest addition to its banking education curriculum, Talking Business with Small Business (TBWSB) – a curriculum focused on small business lending – as part of its Advanced Education programs. The curriculum leverages a tabletop simulation for branch managers to better understand…
Call for Entries: Globee® Awards for Business Invite Local and Small Businesses Across the United States to Nominate Their Achievements
The Globee® Awards for Business, part of the Globee Awards' portfolio of merit-based and data-driven business recognition programs with worldwide participation, are now accepting entries and invite local and small businesses across the United States to nominate their achievements.
Delivering Real Confidence for Small Businesses
AT&T Internet Air® for Business is now included in the AT&T Guarantee®.
The Top Voices Launches Tech Impact Awards for Small and Medium Businesses Operating in the European B2B Market
LONDON, March 16, 2026 (GLOBE NEWSWIRE) -- The Top Voices Media announced the launch of the Tech Impact Awards for Business 2026, a new edition...
Small Businesses Are Pushing Back Against Private Equity
Touting local and family-owned credentials, Main Street companies say they’re fending off sometimes multiple inquiries a day from PE firms.
Contractors seek new small business certification after Fort Worth’s DEI goals dropped
Contractors are being certified as small business enterprises after federal, state changes eliminate diversity goals for government projects.
Apple's 2026 Studio Display Hits New Low Prices on Amazon at Up to $100 Off
Apple just launched the new line of Studio Displays this month, and today Amazon has introduced the first discount on the Standard Glass model with Tilt-Adjustable Stand. You can get this Studio Display for $1,499.00, down from $1,599.00, a new all-time low price. Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
The Unoptimized Tensor G5: The Smaller Battery In Samsung Galaxy S26 Lasts 3 Hours Longer Than The One In Pixel 10 Pro XL
Behold the beleaguered battery endurance of Google's Pixel 10 Pro XL vs. Samsung's Galaxy S26 as the unoptimized Tensor G5 takes its proverbial pound of flesh.
Statesboro Business Commission to host information session March 26
The City of Statesboro Business Commission will host “Doing Business in Statesboro,” an information session for local small business owners and entrepreneurs, on Thursday, March 26, 2026, from 6:00 p.m. to 7:30 p.m.
Ashley Spivey, entrepreneur and small business owner
Congratulations to Ashley Spivey, entrepreneur and small business owner for being named one of our 40 Under 40!
Can a groundbreaking cancer therapy help people with multiple sclerosis?
A handful of small, early-stage clinical trials are investigating whether CAR-T therapy can improve symptoms in multiple sclerosis patients.
This small Minnesota town pulses with immigrant-run businesses. ICE has threatened their survival
Like the Twin Cities and other communities, Long Prairie took an economic hit during Operation Metro Surge and hasn’t yet recovered.
In physics first, Chinese scientists create rare 'hexagonal diamond' that's harder than natural diamond
Researchers made small, pure samples of the elusive mineral lonsdaleite – also known as hexagonal diamond — and tested its material properties to show it's harder than diamond.
Miami’s Community Newspapers hosts Small Business Expo
Miami’s Community Newspapers, with the Miami-Dade Strategic Procurement Department, hosted a Small Business Expo in its South Miami offices on Tuesday, Feb. 17, attended by local government and...
Linux Finally Catches Up to Windows with a Game-Changing Performance Feature
For years, the Linux kernel’s scheduler has been world‑class at balancing loads, yet it missed a crucial, cache‑aware instinct. In modern multi‑core systems, that gap can turn into measurable latency, especially when threads bounce between cores that don’t share the same cache. A new upstream feature, often called Cache Aware Scheduling, is now set to change that equation. A cache‑savvy scheduler arrives At the heart of any OS, the scheduler decides which thread runs where and for how long. In modern CPUs, small private caches (L1 and L2) sit beside each core, while a larger Last Level Cache (LLC, typically L3) is shared among groups of cores. When a task migrates across LLC boundaries, its warm data may vanish from the cache, forcing slower trips to main memory. Cache Aware Scheduling keeps related tasks close to their shared LLC, reducing destructive migrations. By respecting cache topology, the kernel minimizes cold‑start penalties and preserves locality that many workloads desperately need. The result is less thrashing, fewer memory stalls, and more consistent throughput. "Keep tasks close to their data, and the system will keep performance close to its peak." Why this narrows the Windows gap Windows has long leaned on topology‑aware, cache‑sensitive heuristics, especially since the Windows 10 era. That advantage helped Microsoft handle hybrid designs with P‑cores and E‑cores, plus complex cluster and NUMA layouts. With cache awareness integrated upstream, Linux brings parity to this vital dimension, without sacrificing its trademark flexibility. The Linux approach remains deeply configurable, reflecting the ecosystem’s breadth across servers, desktops, and embedded devices. It layers atop existing NUMA‑balancing and energy‑aware logic, refining placement rather than reinventing the wheel. Crucially, it aligns scheduling with the hardware’s real shape, not just with abstract CPU counts. Real‑world gains and who benefits Early tests on Intel Sapphire Rapids platforms point to gains in the 30–45% range for select workloads. Those wins appear in cache‑sensitive tasks like in‑memory analytics, high‑thread compilation, and microservices with tight working‑sets. Games and latency‑bound engines can also feel steadier frame‑times, especially when threads share hot assets. The benefits extend to AMD’s 3D V‑Cache parts, where keeping threads near enlarged cache slices prevents needless misses. Hybrid x86 designs with performance and efficiency cores further profit when cache and core roles are scheduled in concert. Even handhelds running SteamOS can squeeze more out of limited power, translating cache locality into smoother play. Key advantages include: Lower end‑to‑end latency Fewer expensive misses to RAM Better multi‑socket and NUMA behavior Improved energy efficiency More predictable QoS under mixed loads Stronger scaling on dense servers Caveats, tuning, and rollout No scheduler change is purely free, and trade‑offs still exist. Favoring locality can reduce cross‑cluster balance if limits are set too tight. Likewise, fairness and utilization must remain healthy, especially under heterogeneous, bursty workloads. Linux’s implementation is designed to be measured and tunable, not a blunt instrument. It cooperates with energy‑aware scheduling for mobile efficiency, and with NUMA‑balancers on big iron. Expect architecture‑specific refinements as vendors surface richer topology hints and cache‑sharing maps. Upstream integration has begun, with broad distribution adoption likely over the next cycles. Many users will encounter the change through standard kernel updates in 2025–2026, depending on distro cadence. Server‑class kernels may enable or tune it sooner for targeted fleets where cache locality is money in the bank. How to think about performance impact Cache Aware Scheduling amplifies gains when your workload is both CPU‑bound and cache‑sensitive. Think tight inner loops, hot code paths, and datasets that fit snugly in shared LLC. It’s less dramatic for I/O‑bound services or memory‑hungry tasks that blow past cache capacity. Still, even modest locality improvements often translate into smoother tail‑latency, which is where user experience and SLAs typically break. Developers can further help by pinning related threads, batching work, and aligning data to reduce cross‑cluster chatter. The scheduler’s new awareness works best when applications expose good hints. The bottom line By understanding and honoring cache topology, Linux removes a subtle yet costly bottleneck. The kernel’s smarter placement keeps hot data hot and work near where it belongs. That narrows a long‑standing gap with Windows, while preserving the openness and tunability Linux champions. For gamers, creators, and operators, the payoff is practical: more consistent frames, faster builds, and snappier services. For the ecosystem, it’s another step toward hardware‑savvy scheduling that turns transistor complexity into real‑world speed. And for Linux itself, it’s a timely upgrade that matches today’s silicon with tomorrow’s expectations.
Small Business Technology News: Musk: X Money Launching In April
Will your customers pay with X? Also, new scams announced by the FBI and Microsoft wants you to hire its agents instead to do tasks.
Why Pentesting Is Important For Small Businesses
Learn why businesses need penetration testing to identify vulnerabilities, prevent breaches and strengthen cybersecurity defenses as cyber threats rise.
Is Your Business Developing New Products? It Could Qualify for Tax Breaks.
Many small businesses can get research and development tax deductions or credits under last year’s tax law.
Costco Is Selling A 75-Inch Smart TV For Under $500 All Through March 2026
If you're eyeing a new TV and want something that's a big screen with a small price, Costco is offering a stellar deal on a 75-inch Smart TV.
Congressman Scott Perry tours Camp Hill business with Small Business Administrator Kelly Loeffler
Small Business Administrator Kelly Loeffler is back in Pennsylvania to tout the Trump Administration’s economic agenda. On Friday, Loeffler joined Rep. Scott Perry (PA-10) in Lower Allen Township, Cu...