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Kroenke Sports & Entertainment Partners with Humanforce to Elevate the Workforce Experience at KSE Colorado Venues
NEW YORK--(BUSINESS WIRE)--Humanforce, a leading global provider of intelligent, AI-driven human capital management (HCM) solutions for frontline workforces, today announced a strategic partnership with Kroenke Sports & Entertainment (KSE) to optim...
NGL Energy Partners: Fantastic Business Continuing To Scale Very Well
NGL Energy Partners trades at a discount to its Water Solutions business quality, with sector-leading EBITDA margins justifying a premium. See why NGL stock is a strong buy.
Leading on health care solutions - Talk Business & Politics
In Arkansas and across the heartland, we are used to solving problems together. That instinct — to step up for our neighbors, to find practical solutions and to work together...
Tri-state people in business: New hires, promotions, recognitions
Unison Solutions of Dubuque announced hiring Ethan Fessler and Parker Nelson as project managers.
Digimon Story: Time Stranger Nintendo Switch 2 vs. Switch comparison, more frame rate and resolution details
Digimon Story: Time Stranger gets more details on Nintendo Switch 2 and Switch frame rate and resolution, plus here's a comparison.
Editorial: Pollock gets political as the fish wars hit the campaign trail
Alaska’s fisheries debate deserves science and solutions, not campaign slogans and social media battles.
MAXDropshipping Launches Enhanced Fulfillment Solution for Scaling E-commerce Brands
NEW YORK, April 25, 2026 (GLOBE NEWSWIRE) -- MAXDropshipping, a global dropshipping fulfillment partner, has announced the enhancement of its fu...
This Dad’s ‘Horrible’ Smelling Bachelor Pad Inspired His Business. It Hit $12K a Month Fast — Now On Track for $100M a Year.
Scott Dancy's friend gave him a game-changing solution — and it led to a business.
Mitchell Ryan Zagrodnik Joins Anchor Loans As Business Development Manager
Anchor Loans has appointed Mitchell Ryan Zagrodnik as a business development manager, according to a recent announcement shared on LinkedIn.In the role, Zagrodnik will focus on developing and expanding relationships with real estate investors, brokers, builders, and developers, helping connect them with financing solutions to execute investment projects.
Indy Health District market administers the medicine of homegrown food
A push to help Indianapolis residents live longer is back for another season of fresh produce and tangible solutions.
As colleges struggle, Baker says sports can be part of the solution
Former governor and NCAA president says UMass hockey title boosted student applications.
Guitar Center Business Solutions Hosts Inaugural Tech Expo 'Resonate'
Guitar Center Business Solutions hosted its inaugural integrated technology expo Resonate at [...]
Innovators apply AI solutions to health systems problems at global hackathon | Harvard T.H. Chan School of Public Health
More than 12,000 people across the globe recently participated in the Health Systems Innovation Lab's Hackathon.
Hofstra Guest Speaker Highlights Why Public Health Can No Longer Work in Silos
Public health challenges don’t exist in silos, and neither should their solutions. “The importance of the One Health approach – looking at humans, animals, plants, environments, and ecosystem health – we have to use a broad-based approach when we look at complex diseases,” said Dr. Laura Kahn, a
IKS Health Announces Agreement to Acquire TruBridge to Strengthen Access to Rural and Community-Based Healthcare
Inventurus Knowledge Solutions, Inc. (“IKS”), the U.S. subsidiary of Inventurus Knowledge Solutions Limited (NSE: IKS) (“IKS Health”), a global leader in car...
IKS Health Announces Agreement to Acquire TruBridge to Strengthen Access to Rural and Community-Based Healthcare
DALLAS & MOBILE, Ala., April 23, 2026--Inventurus Knowledge Solutions, Inc. ("IKS"), the U.S. subsidiary of Inventurus Knowledge Solutions Limited (NSE: IKS) ("IKS Health"), a global leader in care enablement solutions, today announced it has entered into a definitive agreement to acquire TruBridge, Inc. (NASDAQ: TBRG) ("TruBridge"), a prominent provider of healthcare technology solutions for rural and community hospitals. This proposed strategic acquisition underscores a commitment to broaden a
Regions Bank + Dash Solutions Collaborate on New Treasury Management Solution to Modernize Client Payment Operations
Regions ReimbursePro delivers fast, flexible and convenient options to help clients initiate real-time money movement. Regions Bank on Thursday announced the launch of Regions ReimbursePro , the bank’s latest Treasury Management innovation designed to help business clients modernize their payment processes and expedite real-time money movement. Regions ReimbursePro is a new, forward-thinking Treasury Management solution designed to help business clients accelerate refunds, modernize their payment processes and fuel growth. Regions ReimbursePro is powered by Dash Solutions , a leading payments enablement company also headquartered in Birmingham. The solution provides Regions’ Treasury Management clients access to a modern, secure digital platform that helps transform refund operations away from older, manual, time-consuming processes that include paper documents and physical checks. Key upgrades include: Once a reimbursement is initiated through this new solution, recipients can choose
Scientists Think the Solution to an Infamous Paradox Could Be Hiding in the 7th Dimension
By stopping black holes from fully evaporating, hidden dimensions may solve a cosmological paradox.
American Industrial Partners to Acquire Honeywell's Warehouse and Workflow Solutions Business
/PRNewswire/ -- American Industrial Partners ("AIP"), an operationally oriented industrials investor, today announced that a fund managed by it has signed a...
Gallatin resident named Tennessee Ambassador for music/entertainment industry
Gallatin resident and gospel recording artist Terran “T-RAN” Gilbert has been named an Ambassador for the Music and Entertainment Industry, receiving the honor on the floor of the Tennessee House of Representatives on March 23, 2026. The designation was part of a resolution presented by State Rep. Greg Vital, who represents District 29 in the
Senate GOP rams through blueprint to bankroll ICE, Border Patrol through end of Trump era
Senate Republicans adopted a budget resolution funding ICE and Border Patrol for President Donald Trump's full term, advancing the reconciliation process to fund immigration enforcement.
Grandway adds dispute resolution and entertainment partners
Grandway Law Offices has recently recruited two new partners, Lin Zexin and Chen Xinhao, to its Shanghai office, further strengthening the firm’s capabilities in dispute resolution, and the entertainment and media sector
From Science to Policy: Planetary Solutions in Action
Report translating breakthrough science into actionable policy for planetary health
This shoe is made entirely from mushroom ‘brains’
95 percent of all shoes end up in a landfill. Fungi footwear may offer a solution.
Speakers sought for 2027 AHA Rural Health Care Leadership Conference
The AHA is seeking participants to speak at the 2027 Rural Health Care Leadership Conference, which will be held Jan. 31-Feb. 3 in Orlando, Fla. Proposals must be centered around “on-the-ground” perspectives and applicable strategies that showcase unique insights, successful case studies and cutting-edge solutions.
Inspired Entertainment Secures Alberta iGaming Supplier Registration, Expands North American Presence
NEW YORK, April 22, 2026 (GLOBE NEWSWIRE) -- Inspired Entertainment, Inc. (“Inspired” or the “Company”) (NASDAQ: INSE), a leading B2B provider of gaming content, systems and solutions, today announced that it has been approved by the Alberta Gaming, Liquor and Cannabis Commission (AGLC) and has obtained registration as an iGaming Goods or Services Supplier – Critical Gaming Systems (IGCS). This approval positions Inspired to support operators in Alberta’s soon to launch regulated iGaming market,
From Ideas to Solutions: NAVAIR Invites Small Businesses into the Fold
The NAVAIR Small Business Innovation Research/Small Business Technology Transfer Programs (SBIR/SBTT) group Wednesday finished up NAVAIR panel presentations at this year’s Sea-Air-Space Exposition 2026 at the National Harbor, Maryland.
Vodafone Business Launch New AI and Cybersecurity Solutions to Accelerate Small Business Digital Transformation in Partnership with Google Cloud
/PRNewswire/ -- Cloud Next '26 -- Today Vodafone Business and Google Cloud announce an expansion of their strategic partnership with two new solutions to equip...
Vodafone Business Launch New AI and Cybersecurity Solutions to Accelerate Small Business Digital Transformation in Partnership with Google Cloud
Cloud Next '26 -- Today Vodafone Business and Google Cloud announce an expansion of their strategic partnership with two new solutions to equip small-and medium-sized businesses (SMBs) with advanced cybersecurity and agentic AI.
Computer Science Student Deemed 'Wizard' For Tech Acumen
Seeing Sierra Brandt’s technological magic in action led Erica Cullwell to dub Brandt “The Departmental Wizard” of the Career Center.Not only was Brandt able to resolve a longstanding problem for the Career Center, her solution will support Cal State San Marcos students for years to come.Brandt is a transfer student from MiraCosta Communit...
This Senior Couple Started a Business to Stop Snoring. Their Ad Was ‘Too Pornographic’ — Then They Hit $250K in Monthly Sales: ‘It’s Lunacy’
Lloyd and Sue Ecker went all the way back to 1888 to find a snoring solution.
Connection Takes Root at Annual Northwest Arkansas Health Summit
National and state leaders in health care and community outreach recently convened at the Fayetteville Town Center to engage, learn, and collaborate on solutions to improve access to care across Arkansas. The April 2 summit kicked off with a keynote discussion by Neel Shah, chief medical officer of Maven Clinic,…
Brady Corporation to acquire Honeywell business for $1.4 billion
Brady Corporation has acquired Honeywell’s Productivity Solutions and Services Business (PSS) in an all-cash transaction of $1.4 billion.
Apple Is Working On A High-Resolution Camera Upgrade That Its Chinese Competitors Have Been Investing Millions To Implement
A rumor claims that Apple is working to bring a high-resolution camera upgrade to its iPhones, but Chinese manufacturers are investing millions to bring it
A Simpler Path to Super-Resolution: Scientists Reinvent Microscopy
A new imaging framework is pushing the boundaries of how scientists observe life at the microscopic scale.
Mental health by the numbers in Nebraska
A deeper look tonight as First Alert 6 continues to dig deeper into the state of mental health care in Nebraska and possible solutions, ever since last week’s two instances involving law enforcement.
Nancy Mace introduces resolution to expel Republican Cory Mills from Congress
Mills, who is being investigated by the House Ethics Committee in connection with allegations including sexual and financial misconduct, has denied wrongdoing.
Lubrication Engineers Marks 75 Years in Business
Lubrication Engineers marks 75 years, highlighting growth and solutions that help contractors, including roofing professionals, improve equipment reliability and reduce costly downtime.
Public Services Committee to review 1,260-acre Cox Ranch business park annexation
CHEYENNE, Wyo. — City Council members will consider supporting a resolution to overrule the Cheyenne Planning Commission today as they weigh a proposed
49ers, Trent Williams reach historic resolution to contract saga
The 49ers are starting draft week off on the right foot.
Kustom Entertainment, Inc. Announces Reverse Stock Split
Overland Park, KS, April 20, 2026 (GLOBE NEWSWIRE) -- Kustom Entertainment, Inc. (NASDAQ: KUST) (the “Company”), a leading provider of video solutions which develops, manufactures, and markets advanced video recording products and other critical safety products for law enforcement, emergency management, fleet safety, and event security, today announced a 1-for-5 reverse split (the "Reverse Stock Split") of the Company’s common stock (the "Common Stock") and proportional reduction of the number o
HONEYWELL TO SELL PRODUCTIVITY SOLUTIONS AND SERVICES BUSINESS TO BRADY CORPORATION
/PRNewswire/ -- Honeywell (Nasdaq: HON) today announced that it has agreed to sell its Productivity Solutions and Services ("PSS") business to Brady...
Honeywell Said Close to Selling Unit to Brady for $1.4 Billion
Honeywell International Inc. is nearing a deal to divest its productivity solutions and services business to industrial manufacturer Brady Corp., according to people familiar with the matter.
CoatingSolution4U Wins Bronze at the 2026 Edison Awards in Materials Science
Korean Deep-Tech Startup Earns Global Recognition for Battery Manufacturing AI CoatingSolution4U Receives Bronze Edison Award 2026 CoatingSolution4U accepts the Bronze Edison Award in the Materials Science category at the 2026 Edison Awards ceremony in Fort Myers, Florida. SAN JOSE, Calif., April 20, 2026 (GLOBE NEWSWIRE) -- CoatingSolution4U, a South Korean deep-tech company founded by Seoul National University Professor Kyung Hyun Ahn, has won the Bronze Edison Award in the Materials Science c
Why Democrats with 2028 hopes are calling Lina Khan – and what she’s telling them about remaking the economy
Lina Khan is getting constant calls from Democrats, many of them thinking about presidential runs, to sound out problems and workshop potential solutions. That’s a shift from when she was Federal Trade Commission chair and some party leaders avoided meetings or events with her. Khan hasn’t changed so much as the world around her has. Many Americans are furious about rising costs, affordability, technological changes, and soaring profits for the rich. And President Donald Trump has maximized the levers of federal power in ways that were once considered off-limits in both parties. What Khan has in mind for the next Democrat in the White House isn’t a 1,000-page blueprint like the Heritage Foundation’s Project 2025. It’s more of an overall strategy rooted in her specialty: excavating long-forgotten laws already on the books, then finding ways to apply them to 21st century companies.
Digital Science Introduces Compass by Dimensions to Transform Medical Affairs Publication Insights
Compass unifies citation data and attention metrics in a single solution for real-time publication intelligenceLondon, United Kingdom--(Newsfile Corp. - April 20, 2026) - Digital Science, a leading technology company serving stakeholders across the research ecosystem, today announced the launch of Compass by Dimensions, a dedicated publication impact tracking solution designed for medical affairs teams.Compass - initially available to publication planners and medical affairs professionals in a..
Aroostook company addresses health care crunch with free employee clinic
LP Building Solutions partnered with Premise Health to open a primary care clinic for 135 employees and their families.
The Missing Middle: How RISE Commercial District Is Addressing the Business Space Gap Small Operators Have Faced for Decades
For decades, that moment had few practical solutions. RISE Commercial District has worked to address it.
His Business Sells a Nostalgic Childhood Hobby That Gets Kids Off Screens. It’s On Track for $12 Million This Year: ‘Absolutely Life-Changing.’
Andy Loveland didn't want to raise his kids on screens. His business offers a solution.
KUSTOM ENTERTAINMENT AND CYCURION ANNOUNCE AGREEMENT ON TERMS FOR SALE OF LEGACY VIDEO SOLUTIONS SEGMENT
TARGET JUNE 30, 2026 CLOSING DATE OVERLAND PARK, KS and MCLEAN, VA, April 17, 2026 (GLOBE NEWSWIRE) -- Kustom Entertainment, Inc. (Nasdaq: KUST) (“Kustom” or the “Company”), and Cycurion, Inc. (Nasdaq: CYCU) today announced they have entered into a revised, non-binding Memorandum of Understanding (“MOU”) that establishes revised terms for the sale of Kustom’s legacy video solutions segment (the “Business”) to Cycurion from the previously announced MOU on January 22, 2026. The parties have moved
Report: Shock Move Brewing as Liverpool Target Next Defensive Star
Liverpool Eye Daniel Banjaqui as Right-Back SolutionSearch for Alexander-Arnold Successor IntensifiesCredit to Anfield Watch for revealing Liverpool’s latest transfer thinking, as the club prepares ...
How AI Is Creating A New Age In Healthcare
Deploying AI to sift through massive biological datasets to identify patterns humans may not see is helping to spread medical solutions more widely and at lower cost.
26 Cheap And Easy Home Upgrades And Projects To Do
"It was supposed to be a temporary solution until I saved some money — but I like it so much I still haven't changed it three years later."
House rejects effort to withdraw U.S. forces from Iran war as GOP lawmakers stick with Trump
The House rejected a resolution Thursday requiring President Donald Trump to withdraw U.S. forces from the war with Iran unless Congress authorizes military action. It was the latest such vote that fell short of passage as Republicans largely continue to support Trump's operation.
Reps. Adams, Underwood and Sen. Booker Introduce Black Maternal Health Week Resolution
WASHINGTON – Today, U.S. Congresswomen Alma Adams, Ph.D. (D-NC-12) and Lauren Underwood (D-IL-14), along with U.S. Senator Cory Booker (D-NJ), introduced the bicameral resolution recognizing April 11 through April 17 as Black Maternal Health Week.
House Again Thwarts Bid to Halt Iran War Unless Congress Approves It
Republicans narrowly blocked a Democratic war powers resolution that would have prevented President Trump from continuing to wage war in Iran until he won authorization from Congress to do so.
Pragmata Nintendo Switch 2 tech analysis, including frame rate and resolution
Lots of technical details about Pragmata on Nintendo Switch 2, including frame rate, resolution, and more.
Health-E Commerce® to Demonstrate Engagement and Technology Solutions for Flexible Spending Accounts (FSAs), Health Savings Accounts (HSAs), and Health Reimbursement Arrangement (HRAs) at WEX® SPARK Partner Conference 2026
Health-E Commerce®, parent brand to FSA Store® and HSA Store®, announced today that it will join benefits industry leaders as a Platinum sponsor of the WEX SPARK Partner Conference 2026, a premier event for health and benefits professionals taking place April 27–29 in Orlando, FL.
Artificial intelligence is reshaping environmental science into a predictive and precision-driven discipline
Artificial intelligence is rapidly transforming how scientists study and protect the environment, shifting the field from traditional observation toward predictive, data-driven discovery. A new perspective article highlights how emerging AI technologies are enabling a fundamental change in environmental research, opening the door to faster, smarter, and more integrated solutions to global challenges.
Senate again votes against ending Iran war. But tougher votes are coming
The Senate on Wednesday again blocked a resolution that would halt American hostilities against Iran. Democrats aren't done forcing similar votes.
Lawmakers hear two possible solutions to help keep Hennepin Healthcare's doors open
Opinion | Vance, the Pope and ‘Matters of Morality’
Readers respond to Vice President JD Vance’s remarks critical of Pope Leo XIV. Also: Mr. Trump, try kindness; a tax solution that wasn’t.
Re:Cognition Health Delivers Landmark International Clinical Trial to Explore Whether a Simple Finger-prick Blood-based Biomarker Test Can Provide Earlier Alzheimer's Diagnosis
Re:Cognition Health, a global leader in new treatments for Alzheimer's Disease, is delivering an international clinical trial to evaluate whether a simple finger-prick blood test can revolutionize how Alzheimer's disease is diagnosed. Compared with the current invasive and expensive diagnostic methods, this approach could provide a scalable solution for an earlier, easier, more accurate, affordable, and accessible diagnostic method. Re:Cognition Health will help enroll approximately 1,000 partic
Black Maternal Health Week: PRH in Action
PRH highlights Black Maternal Health Week 2026, addressing pregnancy criminalization, racial inequities, and solutions for equitable care.
Chairman Griffith Delivers Opening Statement at Subcommittee on Health Legislative Hearing Discussing Solutions to Improve Public Health of Americans
The Committee on Energy and Commerce is the oldest standing legislative committee in the U.S. House of Representatives and is vested with the broadest jurisdiction of any congressional authorizing committee.
Atelerix Forms Strategic Partnership With JH Health Ltd to Expand Non-Cryogenic Cell Preservation Capabilities in the Middle East
NEWCASTLE, England, April 15, 2026--Atelerix, a biotech company revolutionising cell preservation and biological transport with its pioneering hydrogel encapsulation technology, today announced it has established a strategic partnership with JH Health Ltd, a Saudi Arabian company focused on medical and health-related technology. The partnership grants JH Health exclusive rights to use and distribute Atelerix’s hydrogel-based cell and tissue preservation solutions in the Middle East, significantl
Asian carp politics, teen takeover solutions | The Chicago Report
The Trump administration and Illinois continue their back-and-forth over the vital Asian carp Great Lakes project. A child psychologist discusses the rise in viral teen takeovers. And we hear from Yusef Jackson as he takes over his father's organization, Rainbow PUSH.
Cinergy Entertainment Group Partners with Unique X for Full-Circuit Technology Upgrade
Unique X has confirmed a new collaboration with Cinergy Entertainment Group to deploy its cinema software solutions across Cinergy’s entire estate. Through this agreement, Cinergy will roll out RosettaBridge TMS to every site, complemented by the implementation of RosettaNet CMS and BaseKey KDM. Together, these solutions will form a cohesive, circuit-wide platform designed to unify […]
Kyndryl Introduces Sovereignty Readiness Assessment and Solutioning to Support Business Continuity
/PRNewswire/ -- Kyndryl (NYSE: KD), a leading provider of mission-critical enterprise technology services, today unveiled Kyndryl Sovereignty Solutioning, a...
Virginia Takes Historic Action on Gun Violence Prevention | Center for Gun Violence Solutions
Virginia Governor Abigail Spanberger has acted on more than two dozen gun violence prevention bills that will soon become law in Virginia.
TPG to Acquire Learfield, the Leading College Sports Media Sales and Technology Provider
Investment to support continued transformation of college sports and live entertainment through digital and physical sports IP, brand sponsorship, and fan engagement solutions DALLAS, SAN FRANCISCO & FORT WORTH, TEXAS – TPG, a leading global alternative asset management firm, today announced the signing of a definitive agreement to acquire Learfield, the nation’s leading media and […]
TPG to Acquire Learfield, the Leading College Sports Media Sales and Technology Provider
Investment to support continued transformation of college sports and live entertainment through digital and physical sports IP, brand sponsorship, and fan engagement solutions DALLAS, SAN FRANCISCO & FORT WORTH, TEXAS – April 14, 2026 – TPG, a leading global alternative asset management firm, today announced the signing of a definitive agreement to acquire Learfield, the […]
Blurry iPhone Text Picture Problem: Is There An Easy Solution I'm Missing?
I use my iPhone for all my pictures of airlines and hotels. It serves me well, with one major issue... is there something I'm missing?
Earth Day forum to explore climate solutions through business and policy in San Francisco
Earth Day arrives next week. Amid global distractions, a local public forum plots new strategies for tackling climate change. The World Meteorological
UL Solutions Inc. Broadens Portfolio with Agreement to Acquire Eurofins Scientific's Electrical & Electronics Business1
UL Solutions Inc. (NYSE: ULS), a global leader in applied safety science, today announced it has entered into a definitive agreement to acquire the electrica...
Housing and homelessness: Solutions at the intersection of public health and public safety | Harvard T.H. Chan School of Public Health
Leaders across public health and public safety convened for this Studio conversation that moves beyond emergency response toward prevention, housing-first strategies, and long-term solutions.
IRA Financial Named Business of the Year by Sioux Empire United Way
SIOUX FALLS, S.D., April 13, 2026--IRA Financial, a leading provider of self-directed retirement solutions, today announced it has been named Business of the Year by Sioux Empire United Way as part of its 2026 annual Thank You Event. The award recognizes organizations that demonstrate exceptional commitment to supporting the Sioux Empire community through philanthropy, volunteerism, and leadership.
Black Maternal Health Week highlights disparities, solutions at Hampton Roads conference
Held as part of the national awareness week from April 11 to 17, the conference brought together doctors, nurses, social workers and midwife advocates to address inequities in maternal health care and outcomes.
Clorox Purell Deal Reshapes Health And Hygiene Investment Story
Clorox (NYSE:CLX) has completed the acquisition of GOJO Industries, the company behind the Purell brand. The deal brings Purell hand sanitizer and related hygiene products into Clorox's health and hygiene solutions portfolio. The acquisition is intended to support broader global reach and a more comprehensive offering in cleaning and disinfecting products. For you as an investor, this move connects a household cleaning name with a widely recognized hand hygiene brand under one umbrella...
This accessory lets you play Switch 2 games on your iPad or iMac display at 4K resolution
Apple has included excellent display panels on iMacs for years, but for the longest time, there hasn’t really been a...
ON THE JOB: “What is the Best Business Advice You’ve Ever Received?
Interviews by Deborah Jeanne Sergeant Sound advice can contribute to your success. We recently asked area business leaders, what was their best advice they’d ever received. Here’s what they said: “The best advice I ever received was from my then –boss, Gerry Church, Fulton plant manager at Miller Brewing Co. He told me that whenever I wanted to discuss a business problem or issue with him, I should also be prepared to offer possible solutions. It’s the difference between being proactive or reactive. It’s also the difference between being a leader or follower. That has served me well in any business relationship I have had since then.” — Stephen Chirello, Owner, Steve Chirello Advertising, Fulton “Someone will always do it for less; they will also take the most effort to service or satisfy and leave you for the next lower price.” — John M. Henry, Owner, Speedway Press, Mitchell Printing, Phoenix Press, Oswego “I’m going to answer this question by turning it around and giving my own advice that is, ‘Always treat every customer as if they were your only customer!’ We are celebrating our 50th anniversary in business this year. We started our business on March 25, 1976. My advice works.”” — Nick Chervinsky, President, Brewerton Pharmacy, Brewerton “’You need to toot your own horn, my grandfather, Howard D. Dice, told me.” — Beth Ann Dice, Women’s active aging and cancer recovery coach, Mission Movement Wellness Studio & Breast Cancer Recovery Studio, Fulton “In the micro enterprise class, they taught, ‘Get a good lawyer, accountant and bank.’ That was over 30 years ago and I still have those three today. I chose good people I could grow with.” — Tony Pauldine, Owner, Anthony M. Pauldine General Contractors Inc., Oswego “From my grandfather; ‘Listen to everyone! You never know where you will get the solution you need.’” — Kevin Dean, Executive director, Oswego County Opportunities, Fulton “‘Preparation is the mother of success.’ My dad always drilled that into my head growing up, and it has helped me avoid a lot of snags in both my personal and professional life. Thanks, Dad!” — Bekkah Frisch, Owner and president, iHeart Holdings, Inc., Fulton “If you don’t take a risk and try, you will never know.” — Justin Taber, Owner, Torbitt’s Service Center, Oswego “Be ready to take a loss.” — Cody Seymour, Manager, Damiano’s Eatery, Mexico “I’ve received so much good business advice over the years. When people are giving you advice, always be curious rather than judgmental. Follow your gut. Doing the right thing is never the wrong thing.” — Dana Decker, Principal owner/broker, Berkshire Hathaway Home Services, Oswego ’Do it and figure it out later.’ It hasn’t failed me yet. Too many people take time to think about doing this and this and this and then the opportunity is over with. If it’s somewhat reasonable — if it’s not something outrageous — do it and figure it out later.” — Jeremy Allen, Licensed real estate salesperson, Acropolis Realty Group, Syracuse “’Try to meet the needs of the customer. Treat them like you’d like to be treated.’ It’s like the Golden Rule says.” — Douglas Dickson, Physician and associate at CNY Foot Surgery and Podiatry Care, East Syracuse “The best piece of business advice I’ve ever received applies to life in general: always be honest. Never overstate your capabilities and always be willing to ask questions. The more specific you can be in any given topic will always lead to a better outcome.” — Tom Fernandez, President, Woodbine Hospitality, Syracuse “As a business owner, the advice would be ‘Don’t overextend yourself. Especially in agriculture, expect issues to come up.’ If something is going right, it’s not true agriculture. This last season, we scaled very hard to field another crew. We got more drones, crew and generators based on projections. This last season hit the ag community hard with a very wet spring. We did 15,000 to 20,000 acres for fungicide and the same for cover crop seeding in 2024. We scaled to 25,000 to 30,000 for 2025. We ended up doing 2,000 for fungicide and 3,000 for cover crop seeding. That’s why that advice was good.” — Rick Jordan, Operations manager, CNY Drove Services, Clinton “’Keep your head down, mind your own business and do the best for your clients that you can do.’ It has a lot to do with my success in working for Galloway Century 21.” — Ed Fayette, New York state licensed real estate agent, Century 21 Galloway, Oswego “’Expand in all ways, always.’ It just keeps you going and keeps you growing.” — Stephen Baier, Licensed real estate person, The Real Estate Agency & Bouck Commercial, Auburn “The best advice is, ‘Your biggest asset you won’t see on the books because it comes from your employees.’” — David Flickinger, Owner, Edible Arrangements, Syracuse “Don’t take things personally when you’re working with the public.” — Leeann Desimone, Manager, Annie’s Hallmark Shop, Auburn “‘Follow up.’ The customer knows that you care about what you are doing and that their opinion counts. Sometimes they might be on the fence about whether they want to use your company. If they’re asking your opinion on things, they feel you are concerned about what you’re doing. They like to be kept in the loop if they’re spending money with you.” — Dorothy Casper, Saslesperson, SweetWoods Memorials, Phoenix “The best business advice I received is ‘Never be the smartest person in the room. Surround yourself with people who are smarter than you.’ That’s how you learn.” — Debbie Bilello, Owner, Virtual Office Solutions, Central Square “’You need to grow your business but you can’t grow too big too fast.’ That’s what we’ve done at Pinnacle Maintenance. We’ve tried to grow but not too fast. Along those same lines, there’s another good piece of advice, ‘Don’t take on more than you can handle because it only leads to a bad name for your business and a bad experience for your customers.’ It goes along the same lines as growing your business slowly and carefully.” — David Wines, Owner, Pinnacle Maintenance, Central Square “Always be on time and do what you say you are going to do.’ I’ve done very well following that advice. Most of my work is referral and I don’t really do any advertising so I have a pretty good customer base. It’s mostly word-of-mouth from satisfied customers.” — Robert J. Fleming, Owner, Bob Fleming Windows & Doors, Brewerton “’Concentrate on your finances, always pay your taxes, and form a team you can depend on. Try to help the community you’re in as much as you can.’ We do all of these all the time here. We give and give and give to the community and the community gives back to us always.” — Susan Bonnet, Co-owner, Bonnet Sales and Service, Central Square “Keep smiling. It brings a positive attitude to the workplace.” — Karin Lindsley, Vice president, DTS Truck Service, Syracuse “‘Customer service above all.’ Following this advice has served us very well.’ — Guy Fox, Owner, Fox’s Discount Parts, West Monroe “The best thing to do is to make sure you’re taking in more money than you’re spending. I wish I could say I’m a good businessman but I have been in business since 1981. I’m not a bean counter but work well with my hands and its’s served me well all these years and I am still in business.” — Matt McGill, Owner, Matt McGill Collision, Brewerton
“AI polls” are fake polls
A few weeks after Donald Trump’s second presidential win, I took the train up from London (where I was living at the time) to Oxford to attend a conference on polls and forecasts of the 2024 election. Most of the attendees were pollsters or academics, but I also watched presentations from Aaru and Electric Twin, two companies that do what is interchangeably called synthetic sampling, silicon sampling, or synthetic audiences. Stripped of startup jargon, that means they use large language models (LLMs) to simulate responses to public opinion polls by having AI agents take on the role of survey respondents. I had already heard of Aaru thanks to some articles with eye-catching headlines like “No people, no problem: AI chatbots predict elections better than humans” in the months leading up to Election Day. The founders were making some big, some might even say far-fetched claims, such as: “within two years, we will simulate the entire globe — from the way crops are grown in Ukraine to how that impacts production of oil in Iraq, trade through the strait of Malacca, and elections for the mayor of Baltimore.” When Semafor asked Aaru’s cofounders — Cameron Fink and Ned Koh — about my boss, they said “we respect all those who came before us.” Nate (as he so often does) shared his thoughts on Twitter: Fink and Koh were relatively good-natured about this back-and-forth when we spoke at Oxford. They even offered to mail me one of the t-shirts featuring Nate’s quote they apparently had made. I never took them up on the offer, which I now somewhat regret. These synthetic sampling companies fell off my radar for a while, but they do still exist. In fact, Aaru recently received a $1 billion valuation. Is what they’re doing anywhere close to the most important frontier in AI development? Not by a longshot, especially when Anthropic just developed a model so adept at exploiting software vulnerabilities that it’s only being released to 40 companies. Still, silicon sampling is increasingly finding its way into public polling. Axios reported in March that “a majority of people trust their own doctors and nurses” based on findings from Aaru — without mentioning that the “people” in that sentence were actually LLMs. Around the same time, the Public Sentiment Institute “boosted” their online sample of 373 real survey respondents with 114 AI agents.1 (Spoiler alert: even the co-founder of Electric Twin doesn’t think that’s a particularly defensible approach.) Polling companies like Qualtrics and Ipsos are also developing synthetic data panels. So, what should we make of these … “polls”? Let’s get one thing out of the way: whatever they are, they’re not polls in the way that term is usually defined. Subscribe You can’t replace polls with AI On one hand, using LLMs to essentially make up fake survey respondents sort of sounds like the dumbest idea ever, one that will at best imperfectly replicate real polls while introducing all sorts of biases. On the other hand, with LLMs improving at a remarkable, perhaps even alarming rate, maybe that means I’m a dinosaur at the ripe old age of 24 because I still want to rely on polls that talk to actual people. I’m not going to argue that synthetic samples are completely useless. In fact, as I’ll return to later, there is evidence that some techniques can replicate topline survey results quickly and cheaply. But the marketing from certain companies can be slightly optimistic. “No traditional poll will exist by the time the next general election occurs,” said Fink in 2024. We’re just 206 days away from the midterms, and based on the fact that I still have to collect a bunch of polls every day, I’d say he should have run that prediction by a sample of AI agents before the interview.2 To see why synthetic samples can’t replace polls, here’s a quick primer on how they work. The simplest version of these models involves taking a LLM (like ChatGPT or Claude), giving it a demographic profile (e.g., a white, college-educated woman who lives in Utah and makes $70k a year), and then asking it to respond to a survey question. You repeat that process a few thousand times using different demographic profiles and end up with a sample of synthetic survey responses. The actual models used by private companies are more sophisticated than this, usually because they incorporate more hypothesized demographic characteristics for each agent and provide them with extra information. Aaru, for example, feeds agents a diet of news and information they’d be likely to consume, while Electric Twin incorporates their customers’ proprietary data about the audience they’re trying to replicate. The way Ben Warner, the co-founder of Electric Twin, explained it to me was “we have a large amount of data on […] for instance, 5,000 people. Can we make an accurate prediction of how they would respond to another question?” Still, it should be obvious why synthetic samples can’t replace polls. Polling is fundamentally a data collection process. We might use surveys to make predictions by feeding them into election forecasts, but the main purpose of a poll isn’t prediction, it’s gathering new data about what people think and how they feel. Silicon sampling, on the other hand, produces no new data. It’s simply a model: you input LLM training data, demographic prompts, and a bunch of other information, and it spits out a prediction for what a poll would say. We love models here, but models aren’t polls. That difference is an important philosophical sticking point for most pollsters I talk to. “I think politics should stay away from [synthetic sampling], because we’re trying to […] represent the voice of the people,” said Natalie Jackson, a vice president at GQR Insights. Democratic pollster John Hagner told me: “I think I’m just incredibly skeptical of this idea. I don’t think it’s research. At that point, you’re asking the machine to tell you what you already believe.” Hagner has seen some presentations of early synthetic sampling experiments, but so far, “if it’s being used in a campaign, people are keeping it incredibly quiet.”3 But Eli, I hear you saying, aren’t polls themselves increasingly governed by modeling decisions? Indeed they are: pollsters’ choices on which sampling method to use, how to define their likely voter models, and how to weight their samples can and do lead to dramatic differences in the results they publish. Aaru even referenced these limitations in the methodology statement included with that maternal mortality “poll” — although I’m using the term “methodology statement” loosely here, because it doesn’t really explain how the model works at all. We can ignore the (frankly preposterous) implication that synthetic sampling isn’t subject to a separate set of biases. The important point is that there’s still a meaningful difference between using weighting and other statistical techniques on actual polling data and using a model to predict what a poll would say. The latter is far closer to election forecasts or techniques like MRP — potentially useful models, but not a replacement for polls.4 To be fair, other synthetic sampling companies are perfectly happy with the distinction between polls and models. Warner compared polling and synthetic sampling to different tools in a toolbox. “The mistake I think we make is we think that these new tools should either work in exactly the same way or somehow replace these old tools,” he said. “Rather than thinking of it as, okay, so we’ve always had the hammer, we’ve always had the screwdriver, now we’ve got a saw. But don’t use a saw to try [to] do the job of a hammer.” A quick comment from Nate Eli didn’t ask me for a comment — rather rude of him, don’t you think? But since I’m editing this story, I figured I’d add a few quick thoughts rather than putting words in his mouth. Beyond the frequently misleading marketing, what bothers me about the AI “poll” hype is that as AI tools make statistical inference cheaper and/or better (note that these are not synonyms) that actually increases the comparative value of collecting original data. You might be able to train a model to make a reasonable estimate of what some hard-to-reach poll respondent would say — say, a young Black man who voted for Trump. (Such a person checks a number of boxes for a voter who is usually hard to reach in surveys.) Indeed, this is closely related to what models like the Silver Bulletin forecast already do. They essentially smooth out the kinks in noisy survey data by making inferences based on past voting patterns or national polls or surveys of other states. But you don’t actually know what these voters think unless you’re reaching them directly. If there’s a shift in opinion among this subgroup, you’re not going to detect it. So if I were running a campaign, I’d invest more in going the extra mile to find a representative sample of those voters. And then I’d hire some smart quants — or Claude? — to figure out the implications for campaign strategy based on proprietary data that my competitors didn’t have access to. -Nate Silver Are these models any good? If synthetic surveys are just a new type of model, the next obvious question is whether the models are at least accurate. The answer very much depends on who you ask. On one end of the spectrum, you have the maximalist argument that synthetic sampling is more accurate than actual polls. “It’s an incredibly challenging problem to go to someone and say ‘hey, we’re going to be more accurate at predicting human behavior than you, even when you talk to your customers directly’,” Koh recently told CNBC. In his view, synthetic sampling isn’t a saw to polling’s hammer, it’s “magic.” There’s certainly evidence that synthetic samples can replicate certain survey toplines. But if Aaru does have any examples of their approach outperforming the polls, they’re keeping those to themselves.5 Aaru’s 2024 election model, for example, had Kamala Harris leading in Michigan, Nevada, Pennsylvania, and Wisconsin on November 4th. And although they’ve since taken down their forecast page, they gave Harris a 50.5 percent chance of winning the race on November 2nd.6 After the election, Fink told Semafor he was happy enough with those results because they were “within margin of error,” a term that is completely meaningless when applied to a “sample” of AI agents. And of course, Aaru says their models have improved since 2024, so supposedly now they’d be more accurate than the polls? Still, their stronger argument is on cost: “We are significantly faster and cheaper than traditional polling, and still more accurate,” said Fink. The first two claims are undeniably true, but the third brings us to the opposite end of the spectrum. Both Jackson and Hagner are skeptical that these models are reliable for anything beyond replicating common survey toplines. “I just […] don’t think the machines are what we want when we’re looking for nuanced views. My example on this is people in Arizona and Nevada in 2024 who voted for Trump and voted for expanding abortion in their states on ballot initiatives,” said Jackson. Hagner identified another issue. Maybe the synthetic respondents, like sycophantic LLMs, are inhuman in one important way: they’re too nice. “The reports that have come through at the meetings that I’ve been at are that the early experiments on this, they cannot get respondents to be as racist or sexist or, frankly, as negative as human respondents,” he said. Academic research mostly agrees on this point. While there are some papers that show promising results when using LLMs to replicate polling data, most show that LLMs suffer from various quirks like producing too few “don’t know” responses and can seriously overpredict the favorability of politicians like Donald Trump and Kamala Harris. They also seem to struggle with too little variation between demographic subgroups, so the difference in predicted opinion between Democrats and Republicans, for example, is too small. When I asked Warner about these studies, his response to these papers was that just because academics can’t get synthetic sampling to work doesn’t mean that the technique doesn’t work in general. “Actually, the argument is, okay, yours does not [work]. That does not mean […] for this complex set of machinery, which uses a lot of investment, a lot of time, a lot of money, you can’t get it to work.” Cards on the table, I’m somewhat sympathetic to this argument because academics aren’t exactly great at making election forecasts. Usually, the people with skin in the game are the most accurate. Warner’s argument is that the approach Electric Twin takes — which includes, for example, making multiple predictions for each synthetic respondent using different models and prompts and subsequently averaging those to get a final prediction in a sort of ensemble forecast — produces better results than the simpler academic models. Warner shared a comparison between his method and the method from a recent academic paper with me, and Electric Twin was indeed able to get more accurate replication. But even still, he acknowledged that synthetic sampling “is not a crystal ball.” “If you asked me, do I think using other data sources will be more accurate than asking somebody who they will vote for, I would probably say no. But if you asked me ‘would your system be useful for our turnout modeling today?’ I would say yes.” For better or worse, it looks like the method is already getting more popular in the market research world. Most of the clients Aaru touts these days are businesses like EY and McDonald’s. And AI will probably begin to pop up in other parts of the political polling process. Pollsters are already using it to code open-ended survey responses, and some firms, like YouGov, are testing using LLMs to ask survey respondents questions. More worryingly, one danger to actual polls is that AI agents can be used to infiltrate online surveys. Most online polls use various checks to prevent that from happening, but there’s conflicting evidence on how effective those filters are and how prevalent AI agents currently are in online panels. If those agents ever become impossible to detect, it might spell the end of online polling, but the solution isn’t to replace all of your respondents with ChatGPT. Silver Bulletin is a reader-supported publication. To receive new posts and support our work, consider becoming a subscriber. Subscribe 1 That particular poll obviously doesn’t meet Silver Bulletin standards for aggregation. But we exclude all Public Sentiment Institute polls from our averages because we classify them as an amateur polling firm. 2 You could argue that Fink meant the next presidential election, but (a) I’m also confident we’ll still have real polls in 2028 and (b) in that case he should have asked an LLM to define “general election.” 3 Quick caveat: that’s reporting from a Democratic pollster. It’s possible that Republicans are more willing to use AI in political campaigns. 4 Indeed, Silver Bulletin does not include “polls” produced by MRP in our forecasts or averages, and we think it’s extremely misleading when their practitioners describe them in a way that suggests original data had been collected among a large number of states or Congressional districts. 5 A recent report from Aaru and EY did show two examples of a synthetic estimate being closer than a survey to a real-world benchmark — but I’d take those findings with a grain of salt because the report reads more like an ad and didn’t involve any sort of prediction being made ahead of time. 6 For comparison, our odds for Harris on the same day were 48.2 percent.
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