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How Dangerous Is Anthropic’s New AI Model? Its Chief Science Officer Explains.
Just how fast is the future coming at us, and how worried should we be? Last week, Anthropic announced Claude Mythos, the latest in what has become the leading family of AI models. In a very short time, AI models from Anthropic and other companies have become shockingly powerful at coding. But Mythos stands out because it is not just able to write code that can hack into critical systems, like those that run financial companies, but also to analyze systems and find and string together vulnerabilities in them, allowing Mythos to evade even sophisticated defenses. Anthropic chose to release Mythos to only about 40 leading corporations, so they could analyze the model’s capabilities and prepare countermeasures, in an effort it calls Project Glasswing. The release of Mythos—and the prospect of similarly powerful AIs to follow—has caused tremors at the top levels of Washington and corporate America. Jared Kaplan, co-founder and chief science officer at Anthropic, is at the center of this breakthrough. We sat down with Kaplan so he could walk us through just how powerful Mythos is, what the implications are for issues like our personal privacy, and what comes next. This conversation has been edited for length and clarity. Sean Fischer: For the layman, how is Claude Mythos different—more powerful, more dangerous—from previous models released by Anthropic? Jared Kaplan: I think most people have experienced the fact that our computers get faster and faster over time and over many decades. There’s this very smooth trend where every 18 months, maybe, computer processing power doubles. I think AI is on a trend in which it’s improving maybe 10 times faster than that. A lot of the earliest work that I did in AI was around identifying this scaling trend in AI. Claude Mythos is the latest model from Anthropic, but it’s not different because it’s qualitatively different. It’s really just kind of the culmination of the trend of AI models getting smarter and smarter at all kinds of general capabilities, from reasoning to software engineering to scientific research to knowledge work. For us, it was the first model to demonstrate very elite-level cybersecurity capabilities. It wasn’t because we trained Claude Mythos to focus on cybersecurity, but it was because, as a byproduct of its general intelligence and its general ability with software, it’s particularly good at identifying vulnerabilities in software and how to exploit them.
Blackhawks extend general manager Kyle Davidson's contract
The Chicago Blackhawks extended general manager Kyle Davidson's contract Wednesday without providing the length of the deal. “We are committing to Kyle to continue the plan he has put in place,” chairman and owner Danny Wirtz said before the team's season-ending game against San Jose. The Blackhawks are locked into 31st place in the 32-team NHL and haven’t made the Stanley Cup playoffs since the expanded COVID playoffs of 2020.
Common IBS medications linked to higher risk of death in major study
A massive, nearly 20-year study tracking over 650,000 Americans with irritable bowel syndrome is raising new questions about the long-term safety of common treatments. Researchers found that some widely used medications—including antidepressants and certain antidiarrheal drugs—were linked to a small but noticeable increase in the risk of death over time.
Safe2Eat in 2026 – Science-backed guidance for all Europeans!
Now in its sixth year, Safe2Eat remains a flagship EU-wide initiative designed to make food safety science accessible and relevant to everyday life. By translating complex scientific knowledge into practical guidance, the campaign helps consumers better understand how food safety works and how it supports their health and wellbeing.Growing reach across Europe and neighbouring countriesSince its launch, Safe2Eat has steadily expanded its geographical scope. From an initial group of 9 participating countries, the campaign reaches 23 countries across Europe and beyond in 2026. This year’s edition...
Boilermaker Business: How I Narrowed Down My College Options
Emilee Balzer shares how campus visits and personal connections led her to Purdue University's Mitch Daniels School of Business.
Showdown between Deni and Wemby + a thriller in Charlotte
How will Deni and Wemby matchup, plus Tom and Dan react to the Hornets and Heat thriller.
Life-threatening virus that causes vomiting and diarrhea at high levels in the U.S., CDC says
Rotavirus is highly contagious, fast-moving and especially dangerous for babies and young children. Doctors worry declining vaccination rates could lead to more hospitalizations.
Md. vaccine policy ‘will be led by science’: New law decouples guidance from federal agencies
As of July 1, Maryland will determine which vaccines should be administered, severing its reliance on federal agencies, including the U.S. Centers for Disease Control and Prevention.
Alex Vesia emotional after save with healthcare workers who helped family through daughter's death in stands
Alex Vesia, who lost his infant daughter in October, was admittedly emotional after collecting a save on healthcare appreciation night, where staff who helped him were in attendance.
Top 10 most dangerous animals in the world | BBC Science Focus Magazine
Which animal kills the most humans in a year? From dogs to mosquitos, here are the top 10 most deadly creatures on Earth.
Hochul, Mamdani push tax on luxury second homes in New York City
The tax would apply to homes worth $5 million or more.
Greenland's prime minister says citizens 'don't feel safe' after Trump's threats
Trump has pushed for the U.S. to take control of Greenland, a semi-autonomous Danish territory, despite being repeatedly rebuffed by Greenlandic and Danish authorities.
Who is Sam Altman Molotov cocktail suspect Daniel Moreno-Gama?
Before his arrest at OpenAI's headquarters, Daniel Moreno-Gama lived in a quiet Houston suburb, worked at a pizzeria, and went to community college.
NBA Playoffs 2026: NBA reviewing 'dangerous' LaMelo Ball trip of Bam Adebayo that knocked Heat center out of play-in loss
‘Our strongest momentum yet’: Pia Dandiya touts $410K haul in Q1 toward flipping CD 21
‘People across our community are ready for new leadership that lowers costs, expands opportunity, and puts people over politics.’
Madonna announces new album, a sequel two decades later, 'Confessions on a Dance Floor: Part II'
As Madonna sang in her 2005 hit, “Hung Up,” time goes by so slowly | Talk 1370
Dangerous Microsoft Windows Update Confirmed—Do Not Download
As security researchers warn about a dangerous Microsoft Windows update that isn’t, users must pay close attention to what they are actually downloading.
Nastassia Harrison ’28 blends art and science in pursuit of physical therapy through the help of her scholarships
Although she grew up playing nearly every sport in Warren County, North Carolina, Nastassia Harrison ’28 has loved dancing since she was three years old. “My dad would put me in any...
Hearing aids can seem like a big step. This NYC Ballet principal dancer doesn’t regret taking it
Sara Mearns is one of the first dancers with the New York City Ballet to wear hearing aids during performances.
Sabres’ playoff return has business of hockey booming in Buffalo again
The Sabres' attendance, TV ratings and merchandise sales have surged with Buffalo's first playoff team since 2011.
In Louisville, one naturalist connects stargazing, science and conservation
Dan Price, a NASA solar system ambassador and volunteer naturalist at Bernheim Forest and Arboretum, discusses how dark skies connect astronomy, bird migration and the possibility of life beyond Earth.
CMAT came to Coachella with politics on her mind and an Irish dance step for California
Irish country-pop star CMAT made her Coachella debut after achieving major fame at home, bringing her blend of American cultural obsession and Irish identity to California crowds.
Paramount-Skydance seeks to remain icon in American entertainment
Paramount churned classics like 'Titanic' and 'Forrest Gump.' Now its seeking ways to continue to shape the American entertainment industry.
Paramount-Skydance seeks to remain icon in American entertainment
Paramount churned classics like 'Titanic' and 'Forrest Gump.' Now its seeking ways to continue to shape the American entertainment industry.
Scene Calendar: Local theater, live music, dance, PorchFest 2026
Upcoming events in Alachua County include productions of \
Eli Primm: Jefferson's two-sport phenom delivering on the diamond and gridiron
Situations like being the leadoff hitter in a crucial regional series against a local rival is what Jefferson High School junior Eli Primm lives for.
NBA play-in: Heat upset LaMelo Ball wasn't ejected for tripping Bam Adebayo on 'dangerous' play that knocked Miami center out of game
Pulse of Politics: Dealing with inflation & Michigan Gubernatorial Debates
Financial Instructor Michael Masserant with the Retirement Education Foundation discusses how we can help our bottom line amid inflation and economic concerns. Plus, Pulse Anchor Roop Raj and Pulse of Politics Host Aaron Jordan discuss the upcoming Michigan Gubernatorial Debates, hosted by FOX 2.
Mayor picks first site for city-owned grocery
Mayor Mamdani selected East Harlem to be the first location for his city-run grocery stores, aimed at giving New Yorkers cheaper staples.
Suspect Was in Apparent Mental Health Crisis During Attack on Sam Altman’s House
The San Francisco Public Defender’s office said 20-year-old Daniel Moreno-Gama was in the midst of acute mental illness when he attacked the OpenAI CEO’s home and offices, and was “overcharged” by local and national authorities.
Mayor Jones seeks business input on zoning rules for private detention facilities
SAN ANTONIO - Mayor Gina Ortiz Jones is asking the city’s economic development leaders to weigh in on a proposed zoning ordinance that would regulate where non-
Tylenol in pregnancy not linked with autism, Danish study finds
The use of Tylenol by women during pregnancy was not associated with autism in their children, according to results of a nationwide study in Denmark published on Monday.
Virginia Tech lands a commitment from DL Xavier Perkins
Xavier Perkins trusted the feeling — and it led him to Blacksburg. The versatile defensive lineman out of Durham (N.C.) Jordan has committed to Virginia Tech, giving the Hokies a key piece in the trenches after a spring filled with visits and momentum shifts. “It came down to that feeling, and I felt it the […]
Bengals stop Jeremiyah Love's fall, Chiefs double down at CB in NFL mock draft based on what teams should do
Most mock drafts try to predict what teams will do. This one flips the script. Here's how I'd attack Round 1 as each team's GM.
There were 'audible screams of delight:' Why Artemis II sightings of meteor flashes on the moon have scientists giddy
Meteorite strikes spotted on the moon by the Artemis II crew will help scientists assess dangers to future moon bases, infrastructure, and astronauts.
DA wants Sam Altman arson suspect Daniel Moreno-Gama held without bail
Daniel Moreno-Gama allegedly threw a lit Molotov cocktail at OpenAI CEO Sam Altman's home and threatened to burn down OpenAI's headquarters.
Postal Service union launches ad campaign promoting mail voting as Trump seeks to limit it
The 30-second message features a variety of voters, among them a busy farmer and a flight attendant, explaining why they cast their ballots by mail.
Secret Lair: Back to School Superdrop
There's something for everybody (and everypony) in the Back to School Superdrop. Your attendance is requested when class begins on April 27, 2026.
Dangerous Microsoft Windows Update Warning—Do Not Download
As security researchers warn about a dangerous Microsoft Windows update that isn’t, users must pay close attention to what they are actually downloading.
VA announces intent to reorganize the Veterans Health Administration
The Department of Veterans Affairs is restructuring the Veterans Health Administration (VHA) to eliminate administrative hurdles and grant local hospital directors greater autonomy, the VA said in an announcement on Dec. 15, 2025. The shift aims to modernize the system, ensuring veterans receive consistent, high-quality care regardless of the VA facility they visit. The VA said this isn’t a reduction in force or an attempt to reduce VHA staffing levels. The department said the goal is to improve veteran health outcomes and ensure policies are applied consistently throughout all facilities. As part of the reorganization, the VHA Central Office will have responsibility for setting policy goals and conducting financial management, oversight and compliance, and operation centers and Veterans Integrated Service Networks (VISNs) will take policy direction from the VHA Central Office to develop operational, quality and performance standards. The changes aim to provide clearer guidance for delivering health care throughout the VA. For DAV’s statement on VHA reorganization, scan the code or visit qrs.ly/q9h7shd. For DAV’s statement on VHA reorganization, visit dav.org/learn-more/news/2025/dav-statement-on-vha-reorganization/.
After three years of conflict, Sudan faces a deeper health crisis
14 April 2026, Geneva, Cairo, Port Sudan – Three years of war in Sudan have created the world’s largest humanitarian and displacement crisis, with devastating consequences for people’s health.While the situation is...
After three years of conflict, Sudan faces a deeper health crisis
Three years of war in Sudan have created the world’s largest humanitarian and displacement crisis, with devastating consequences for people’s health.
The economic game of chicken between Iran and the US is about to enter a dangerous new phase
Iran has been winning its economic game of chicken with President Donald Trump.
The raw milk movement is dumb and dangerous, but don’t overreact
Drinking unpasteurized milk is risky, but there are bigger public health battles to fight.
Annual Science Potpourri sparks kids’ interest in sciences — The Sun Star
The University of Alaska Fairbanks held its annual Science Potpourri Saturday to the delight of the children in attendance. Laughter and “oohs” and “awws” were heard many times as the event held demonstrations with explosions, microscopes, museum curation, and other items to get children interested
From War Hero to Politics, Zelenskiy’s Top Aide Steps out of the Shadows
Kyrylo Budanov was taken from military intelligence to run Ukraine’s presidential office. It’s a political post that has Kyiv powerbrokers speculating over his future career path.
Iran: Israel’s Oil Depot Strikes Endanger Environment, Health
Israeli attacks on four oil depots around Tehran on March 7, 2026 may cause long-term health and environmental harm for civilians.
Jennie Garth says she got 'bad vibes' from 'What I Like About You' co-creator Dan Schneider
Jennie Garth reflected on working with disgraced television producer Dan Schneider on sitcom 'What I Like About You' with Amanda Bynes.
Ranking top 10 transfer portal players still available in women’s basketball
The transfer portal in women's basketball has been open for a week, but some of the sport's biggest stars, like Jordan Lee, remain uncommitted.
Built for Success: Faulkner Business Alumni Excel Across Industries
Alumni of Faulkner’s Harris College of Business and the Khadanga School of Executive Education are making their mark across industries.
Masters action shows ongoing sports-betting growth of prediction markets
Sports books are in danger of taking a backseat to prediction markets.
When Does ‘The Madison’ Season 2 Premiere?
All the latest updates on the Taylor Sheridan drama.
Project 2025 author Paul Dans drops primary challenge to Lindsey Graham in South Carolina
Trump reacted to Dans' announcement with a social media post suggesting that Tucker Carlson's endorsement of Dans had been the "KISS OF DEATH” for his campaign.
Altman Molotov attack suspect had an 'anti-AI' doc: feds
Suspect Daniel Moreno-Gama is now facing federal charges in addition to state charges in connection with the Friday attack on Sam Altman's home.
Tylenol in pregnancy not linked with autism, Danish study finds
The use of Tylenol by women during pregnancy was not associated with autism in their children, according to results of a nationwide study in Denmark published on Monday.
Week of the Young Child at Science City
Science City Outreach Education Lead Jordan Fox joins Shane and Kerrigan to share all the details on the upcoming Week of the Young Child.
Swalwell scandal could trigger series of House expulsion votes
R.I. Health and Human Services Secretary Richard Charest to retire
A plan for interim leadership will be announced before Charest’s retirement on July 3, Governor Dan McKee’s office said.
Fastenal CEO says business has been ‘slowly ramping up’ since last summer
Fastenal CEO Dan Florness joins 'Money Movers' to discuss an uptick in industrial production, tariff impacts, and more.
Depiction of turbulent particles in water wins University of Chicago's Science as Art contest
Northwestern Medicine provides guidance for improving Black maternal health
The Centers for Disease Control and Prevention says more than 80% of deaths related to pregnancy are preventable, and Black women are three times more likely to die from pregnancy-related causes than white women.
NYC Mayor Mamdani touts ‘pothole politics’ wins in first 100 days in shift of focus from campaign
Mayor Zohran Mamdani touted his administration’s early wins at a campaign style rally in Queens Sunday to mark his first 100 days in office.
Mamdani leans into ‘pothole politics’ at 100-day rally, picks East Harlem for first city-run grocery store
Mayor Zohran Mamdani used his 100-day rally Sunday night to argue that the next phase of his first term will be shaped by what he called “pothole politics” —
Geography Graduate Students Receive National Science Foundation Award Offers for the 2026 Graduate Research Fellowship Program
Congratulations to our first year graduate students; Danielle Losos, Emily Nagamoto, and Lauren Palermo for receiving award offers from the National Science
SCORE Offers Free Business Mentoring Sessions
Local entrepreneurs and small business owners in Pasadena have a valuable resource at their fingertips with the ongoing SCORE One-on-One Mentoring Sessions. These free and confidential appointments provide individuals with expert guidance on starting, running, or growing a small business, courtesy of SCORE, the nation’s largest network of volunteer business mentors. The sessions are designed to offer personalized advice and strategic insights from experienced professionals. SCORE, which stands for Service Corps of Retired Executives, is a non-profit organization and a key resource partner of the U.S. Small Business Administration (SBA). Its mission is to foster vibrant small business communities through dedicated mentoring and education. The organization comprises a network of seasoned business owners and executives who generously volunteer their time to support the next generation of entrepreneurs. As SCORE states, their mentoring is a “free, confidential service for anyone starting, running, or growing a U.S.-based small business.” These one-hour mentoring sessions are held every other Tuesday from 1 to 5 p.m. at two branches of the Pasadena Public Library: the Lamanda Park Branch Library and the Santa Catalina Branch Library. Appointments can be conveniently reserved up to 14 days in advance, ensuring that individuals can schedule a time that best suits their needs. This recurring service underscores SCORE’s commitment to continuous support for the local business community, helping them to plan, launch, and grow successfully. Need to Know: The SCORE One-on-One Mentoring Session offers free business guidance. These one-hour appointments are available every other Tuesday from 1 to 5 p.m. at the Pasadena Public Library’s Lamanda Park Branch (140 S Altadena Drive, Pasadena, CA 91107) and Santa Catalina Branch (999 E Washington Blvd., Pasadena, CA 91104). The service is free. For more information or to book an appointment, visit [https://www.score.org/].
Jennifer Riley: Nuclear verdicts and junk science are creating a judicial hellhole
Over the years, Pennsylvania has become flooded with excessive lawsuits that are pushing our healthcare system to a breaking point. […]
Daniel Schneemann Full GAME LOG
View Daniel Schneemann's full Game Log from the null MLB season
Sanders joins Mamdani at rally marking 100 days in office
Mamdani announced plans to speed up buses across the city.
From Vision to Reality: Sports Complex Initiative Takes Center Stage at April Greenville-Pitt Power Luncheon
A major community initiative is coming into focus this April, and local leaders will have a front-row seat to the conversation. Andrew Schmidt, President &
Britney Spears posts racy dance video before voluntarily entering rehab
On the heels of a DUI arrest in Ventura County early last month, pop icon Britney Spears voluntarily checked herself into rehab over the weekend, but not before donning a sheer bodysuit and showing…
Zohran Mamdani celebrates ‘pothole politics’ in a raucous rally marking 100 days as NYC mayor
Having just marked his first 100 days as New York mayor, Zohran Mamdani told a roaring crowd of supporters, city workers and political allies his administration has already delivered evidence a democratic socialist can, in fact, govern.
UFC adds former title challenger to the White House card
Despite arguably being one of the best six-fight lineups in the company's history, the UFC White House card suffered backlash from fans for not living up to the lofty expectations placed on its shoulders. To combat the noise, Dana White decided to add more firepower to the June 14 event. The ...
Zohran Mamdani touted socialist philosophy of 'pothole politics' while reviewing first 100 days as mayor
"I was elected as a Democratic socialist," he said in a speech on his first 100 days as mayor. "And I will govern as a Democratic socialist."
At 100 days, Mamdani leans into ‘pothole politics’ and child care push
The mayor focused on child care and worker gains, arguing that basic services are key to rebuilding trust in government.
Mamdani Embraces Socialist ‘Pothole Politics’ in Knockdown Center Barn Burner
The mayor marked his first 100 days on the job in an event aimed at celebrating city workers while extending the energy of his successful campaign — with a surprise appearance by Sen. Benie Sanders.
'American Pie' star Shannon Elizabeth recalls dancing for Jason Biggs in 'difficult' audition
Shannon Elizabeth says the 'American Pie' Barenaked Ladies scene was flipped for her audition — meaning she hd to dance for Jason Biggs: 'I was really scared.'
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | Newsradio 1140 WRVA
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | WWJ Newsradio 950
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | KNSS Radio
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | Talk Radio 1210 WPHT
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | KCBS All News 106.9FM and 740AM
Winners of the 2026 Olivier Awards celebrating work on the London stage
The Olivier Awards have recognized top achievements in London theater, opera, and dance for 2026." | WWL
Winners of the 2026 Olivier Awards Celebrating Work on the London Stage
LONDON (AP) — The winners of the 2026 Olivier Awards handed out Sunday for achievement in London theater, opera and dance: New Musical: “Paddington The Musical” New Play: “Punch” New Entertainment or Comedy: “Oh, Mary!” Family Show: “The Boy at the Back of the Class” Revival: “All My Sons” Musical ...
It's music festival season. How to stay safe and healthy while enjoying the show
Music festival season is here, bringing outdoor fun, music and dancing | Talk 1370
It's music festival season. How to stay safe and healthy while enjoying the show
Music festival season is here, bringing outdoor fun, music and dancing | WWL
It's music festival season. How to stay safe and healthy while enjoying the show
Music festival season is here, bringing outdoor fun, music and dancing | KCBS All News 106.9FM and 740AM
Prom 2026 photos. Forest Hill dance at Ice House in Jackson, MS
Forest Hill High School had its prom at the Ice House in Jackson, Miss., on Saturday, April 11, 2026.
Jon Jones may ‘feel the fire’ to return after UFC 327 but Dana White definitely does not
Jon Jones continues to flip flop on whether or not he intends to retire from the sport, which doesn’t surprise UFC CEO Dana White one bit. White spent the last couple of years glazing Jon Jones as the GOAT of MMA, but that all ended after “Bones” retired in June 2025, reneging on a reported […]
Hearing aids can seem like a big step. This NYC Ballet principal dancer doesn't regret taking it.
According to the National Institutes of Health, less than a fifth of American adults aged 20 to 69 who could benefit from wearing hearing aids have ever used them.
How The Narrative Is Shifting For Flutter Entertainment (FLUT) After Guidance Reset And Target Cuts
Flutter Entertainment’s fair value estimate has been reduced from US$207.44 to US$197.35, lowering the modeled upside by about 4.9%. That change aligns with more cautious research following weaker Q4 results and lower 2026 guidance. At the same time, analysts continue to discuss long term execution and valuation questions from both bullish and bearish perspectives. Read on to see how these revised targets fit into the evolving story and what to watch as new data emerges. Stay updated as the...
Staal Nets Number 20 – Hurricanes 4, Mammoth 1
Jordan Staal notched his 20th goal of the season and the Carolina Hurricanes defeated the Utah Mammoth, 4-1 on Saturday evening in Salt Lake City. It was Staal’s first 20 goal season in nine years. The Canes have now won three games in a row and they look like they are certainly peaking at the […]
Iowa women's basketball lands All-SEC transfer portal guard
Iowa women's basketball picked up its first impact player out of the transfer portal, landing first-team All-SEC guard Dani Carnegie.
How aggressive breast cancer turns off the immune system
Researchers are launching a new project to crack the mystery of aggressive breast cancer, where predicting disease progression remains a major hurdle. By studying how tumors interact with and suppress the immune system, scientists aim to identify new biomarkers that reveal how the cancer evolves. Using real patient samples, the team hopes to turn earlier discoveries into practical clinical tools. The goal: more precise, personalized treatments that can outsmart even the most dangerous tumors.
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
Seniors: Carol Watson, 72
Owner of Carol Watson Greenhouse and Landscaping in LaFayette enjoys her growing business — still puts in six-, seven-day weeks By Mary Beth Roach Carol Watson, the owner of Carol Watson Greenhouse and Landscaping, has been in gardens since she could walk. Literally. She said she learned to walk in her grandfather’s garden, which was next door to her current home and business in LaFayette. Today, at 72, she is running the business that her mother, Claire, opened in 1981 as Watson Greenhouse. Watson worked part-time for her mom until 1990, when she joined her full time. While she may not have had any formal horticultural experience, she said she learned so much about growing and raising plants from her mom, who had an abundance of energy and talent. Now, after 35 years in the business full time, Watson has no plans to retire, although she joked that she’d like a couple of days off a week. On her seven-acre site, complete with four greenhouses, Watson said her favorite parts of the job are working with and educating her customers; helping some of her young customers build terrariums; conducting occasional class field trips; and supporting local art by decorating the shop with an eclectic mix of pottery from at least four area craftspeople. A one-time employee of the former Dey Bros. department store in Syracuse, Watson said she loves merchandising and enjoys displaying unique pieces of art on shelves and even suspending from ceilings. “We’re creative. We also had top quality plants. We got a reputation of quality plants and unusual products,” she said. It’s tending to her customers and her plants, showcasing the unusual products, and hosting special events to benefit the community that keep her motivated to work six to seven days a week. “I just love it. I love taking care of the plants. I’m one of the few people that really enjoys watering,” she said. And while she has cultivated a solid customer base over the years, she remains savvy in her marketing efforts to draw in new customers. For example, she does a gardening segment on CNY Central television; her active Facebook page has thousands of followers; and she hosts a number of unique events and classes that not only introduce her shop to potential new clients, but some benefit nonprofits as well. About 13 years ago, when the local symphony orchestra was struggling, she said she wanted to help. So, partnering with the group, she began offering concerts, called Soirees, featuring the Syracuse Orchestra’s string quartet. Following up on a suggestion from a customer whose brother is a deejay in retirement, specializing in sock hops, she hosted the greenhouse’s first sock hop. Plants got moved back toward the walls to make room for dancing; a caterer was brought in, offering diner-like food; guests came in period outfits; and proceeds went to the Food Bank of CNY. She is excited about doing it again in October. Via her website, she promotes the greenhouse as an “oasis in the snow,” offering visitors the opportunity to pick up some decorating and gift ideas while taking in the floral and citrus scents. And she also caters to her four-legged friends. Over this past winter, she said, she came up with a “brilliant idea,” although at the time she didn’t appreciate just how brilliant it would become. Feeling it too cold outside to take her dog for a walk, she opted to bring it into the greenhouse. And before long, she was inviting people to bring their dogs into the big greenhouse as well. She looks forward to extending that invitation again this upcoming winter season. For Watson and her customers, the greenhouse is always in season.
Patriots host potential backup quarterback on pre-draft visit
Jalon Daniels projects as a late-round pick or rookie free agent in this year’s NFL Draft.
“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.
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Oregon's Dante Moore a model for mental health advocacy, teammates say
Oregon QB Dante Moore sent a letter to the governor about his mental health struggles and the need for services. His teammates praise his advocacy.