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Results for " Skin " 1,226 found 🔀 AI-powered Shuffle

Why ‘Today’s Dylan Dreyer Once Feared Her Son Had Skin Cancer

Dreyer opened up about the recent health scare on her podcast.

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May 7 • 3:51 PM EDT • Entertainment • cbs19news.com
Is Xbox Project Helix a console or a PC?

And is that even the most important question we should be asking?

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May 7 • 9:51 AM EDT • Technology • digitalfoundry.net
Victoria Beckham’s Teen Daughter Turned Her Skin Issues Into Business Idea

Victoria Beckham’s teen daughter turned her skin problem into a business idea. During an episode of the “Aspire with Emma Grede” podcast, the fashion designer made an appearance. She spoke about how h...

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May 7 • 9:09 AM EDT • Business • yahoo.com
California under pressure — again — as redistricting wars escalate

A U.S. Supreme Court ruling limiting the Voting Rights Act has some Democrats asking whether California could go further in redrawing maps to target GOP districts.

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May 7 • 6:00 AM EDT • Politics • latimes.com
How it's made: Our interactive asking chatbots mental health scenarios

A lot happens in Boston every day. To help you keep up, WBUR, Boston's NPR News station, pulled these stories together just for you.

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May 7 • 3:12 AM EDT • Health • wbur.org
Developing: Police ask public to avoid Segundo Barrio as suspect barricades in business

El Paso police are asking the public to avoid an area in the Segundo Barrio on Wednesday afternoon as an armed suspect has barricaded himself inside a business.

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May 6 • 6:39 PM EDT • Business • kfoxtv.com
Trump, 79, Debuts Swollen Hands as Health Concerns Mount

Both of the president’s hands were caked in two different shades of concealer—neither one was the right match for his skin tone.

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May 6 • 3:41 PM EDT • Health • thedailybeast.com
The Price of Partisan Advocacy by Science Institutions

New evidence should have us asking: is it worth it?

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May 6 • 11:47 AM EDT • Science • aei.org
Advocacy groups call on APS to address mental health disparities affecting LGBTQ+ students

Two LGBTQ+ advocacy groups are calling on Arlington Public Schools to address the disproportionate mental health and safety outcomes negatively affecting its LGBTQ+ student population. In a new joint letter to APS leaders, the groups, Equality Arlington and the Arlington Gender Identity Alliance (AGIA), are asking the school system to implement a more targeted response

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May 6 • 8:30 AM EDT • Health • arlnow.com
Dwayne Haskins Jr. was not OK. His dad is ready to talk about it

Dwayne Haskins Jr.'s dad is speaking publicly about his son's death for the first time, determined to add depth to the legacy of the QB's complicated life.

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May 6 • 6:08 AM EDT • Health • usatoday.com
240-million-year-old giant “sand creeper” found hidden in retaining wall

A forgotten fossil hidden inside a garden wall has turned out to be one of Australia’s most remarkable prehistoric discoveries. Scientists have now identified the 240-million-year-old amphibian, Arenaerpeton supinatus, revealing an almost perfectly preserved skeleton—complete with rare traces of skin. This ancient river predator, about 1.2 meters long, looked somewhat like a giant salamander but was bulkier and armed with fearsome fang-like teeth.

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May 5 • 8:00 PM EDT • Science • sciencedaily.com
Bob Skinner, former Pirates outfielder and coach who won 2 World Series with club, dies at 94

Skinner was a three-time All-Star and won two World Series as a player.

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May 5 • 3:15 PM EDT • Sports • sports.yahoo.com
Skills gained from navigating the unknown

In moments of panic, Emma Davidson learned that asking for help isn’t a weakness but a key to success. Davidson, a senior in agronomy and seed science, exemplified resilience and courage when unexpectedly stepping into a leadership role at the Iowa State University Seed Science Center. Her critical action of noticing her supervisor’s absence led to a lifesaving wellness check at his home.

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May 5 • 9:15 AM EDT • Science • cals.iastate.edu
Health Watch: Melanoma Monday - Gen Z survey reveals sunscreen myths & rising skin cancer risks
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May 4 • 6:17 PM EDT • Health • cbsnews.com
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HEALTH Yeah! Episode 30: Protecting Your Skin: Melanoma and Other Skin Cancers Explained

The discussion covers common skin cancers, as well as one of the most dangerous types of skin cancer, melanoma.

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May 4 • 8:57 AM EDT • Health • health.stonybrookmedicine.edu
Global Health & WASH: May 2026 Funding Opportunities (14 new opportunities!)

The May update for Global Health & WASH brings new calls that cluster around three distinct shifts: LMIC research leadership moving from funder encouragement into a hard eligibility constraint, pharmaceutical and corporate-linked funders running structurally independent education and use-inspired research portfolios at substantial scale, and AI adoption shifting decisively from speculative tool to operational capability across health and WASH systems alike. In LMIC Research Leadership as Eligibility, Not Encouragement, Wellcome anchors the dominant signal of the month with three separate major calls that all require or strongly center LMIC leadership in their basic eligibility architecture. Wellcome’s ESIC Hubs (£1.5-£1.9M per hub over 3-5 years) explicitly requires an LMIC-based lead applicant, treating Global South leadership as a design constraint rather than a participation goal. Wellcome’s Infectious Disease Clinical Trial Development Award funds transdisciplinary teams whose lead must be a mid-career or established researcher based at an organization in Africa, South Asia, or Southeast Asia. Wellcome’s larger Infectious Disease Clinical Trial Award (£1M-£8M for optimizing licensed interventions) requires the administering organization to be in eligible LMIC regions and at least 50% of applicants based there. Around Wellcome, the same pattern shows up at smaller scale and across funders: CHINNOVA channels $1M into West and Central African research institutions for climate-health work; IBRO’s Neuroscience Training Grants explicitly tier ceilings by region of residence with Africa receiving the highest amount ($5,000); IHME’s GBD Emerging Researcher Award reserves at least one of its two annual awards for an LMIC researcher; Sidaction’s HIV Cure call funds research teams across France, the Netherlands, and eligible African countries with a minimum two-country collaboration requirement. Taken together, these calls signal a meaningful shift in how research equity is being operationalized — not as encouragement language at the bottom of a call, but as a structural feature of who can lead, where the work must be administered, and what proportion of the team must be regionally rooted. In Pharma-Funded Independent Medical Education and Use-Inspired Research, the lineup this month is unusually deep. Pfizer alone runs four parallel calls under independent education and quality improvement frameworks: a Migraine and Women’s Health RFP (200K x 2-year, $500K pool), Migraine IME ($200K, $1M pool), JAK Inhibitor evidence-based education ($100K), and Maternal Vaccination HCP Education in Saudi Arabia ($75K), plus a separate Pediatric Pneumococcal Surveillance research call in Saudi Arabia ($400K per project). Novo Nordisk Foundation runs four parallel calls of its own at substantial scale: Infectious Diseases Catalyst Grants (DKK 60M pool, up to DKK 7M collaborative), Non-Diabetic Endocrinology Collaborative Grants (DKK 53M pool, DKK 5-10M per project), Pioneer Innovator Grant Health (DKK 1.1M), and Distinguished Innovator Grant Health (DKK 6.8M). LEO Foundation deploys DKK 2-4M per project for dermatology research excellence. Pfizer’s framing across calls deliberately separates the funding from product promotion, emphasizing measurable practice-relevant change and structural distance between scientific outputs and commercial activity. Novo Nordisk’s “use-inspired” hard filter pushes researchers toward a credible translation pathway from mechanism to deployable tool. The pattern: industry-aligned funders are running structurally independent portfolios at meaningful $ that fund implementation evidence, not promotion. In AI as Operational Capability, Not Speculation, several calls this month explicitly treat AI adoption as a near-term operational question with real evidence and governance requirements, rather than a speculative trend to be watched. Wellcome’s ESIC Hubs frames AI as “the accelerator” for evidence synthesis, asking hubs to translate technical innovation into adoption-ready workflows that can match real-world policy timelines. UNICEF Venture Fund’s new Climate Tech for Children’s Health call funds for-profit startups deploying AI, machine learning, and blockchain in low-resource environments, with a strict requirement that solutions must already have a working prototype with promising pilot results. The Water Research Foundation has launched two simultaneous AI calls treating reproducibility, cybersecurity guardrails, and human-in-the-loop deployments as core design constraints rather than nice-to-haves: one on GenAI and Agentic AI in water utilities ($200K), one on alternatives to water shutoffs that explicitly screens for implementation economics evidence. Nordic Innovation’s quantum technology call (NOK 4.5M) extends the same logic into life science and healthcare, demanding consortium-stage projects mature enough to test with real users. TEF-Health offers €300K in subsidized testing infrastructure for European healthcare AI and robotics SMEs. The pattern: funders are converting AI pilots into playbooks, requiring transfer evidence and risk controls before AI can move from experimentation to sector-wide operational practice. For LMIC-based researchers in infectious disease or evidence synthesis, the three Wellcome calls together represent the deepest concentration of LMIC-led research capital in recent memory — pair the Infectious Disease Clinical Trial Development Award (£200K, deadline May 19) as a strategic pipeline feeder into the larger Infectious Disease Clinical Trial Award (£1-£8M, deadline June 2), since the development award functions explicitly as a track into the larger trial scheme. For Nordic researchers, the four Novo Nordisk Foundation calls plus LEO Foundation and Nordic Innovation Quantum represent ~$30M in regional research capital this cycle, all with deadlines clustered in May-August. For WASH practitioners, the three Water Research Foundation calls together (each up to $200K) are a cluster worth reading across — one on AI deployment, one on shutoff alternatives, one rewarding applied innovation — and the strongest applicants will articulate how their work bridges utility operations to policy-relevant evidence. For US-based clinical researchers and educators, the four Pfizer calls plus the APF Portfolio’s 80+ programs form an unusually accessible recurring pipeline; APF’s prohibition on indirect costs is a meaningful structural feature for early-career applicants whose institutions might otherwise absorb significant overhead. Snapshot of New Opportunities Total Estimated Funding Pool: $100 Million+ USD The grants are organized into three categories: Open Calls: Current grant and opportunities with a deadline. Grants are listed by closing date. 39 open opportunities- 14 new! Rolling Applications: current grant and opportunities with rolling applications (but it’s still best to submit as early as possible). 14 rolling opportunities- 1 new opportunity! Long term planning: Grants that have closed their current rounds, but are expected to open new windows. 4 long term opportunities! A quick tip for returning readers: if you want to jump straight to the newest additions, use CTRL F to search for “New!” and navigate quickly to the latest funding opportunities This post is for paid subscribers. This helps support the time and effort it takes to curate and organize these opportunities. Subscribe To keep this accessible to everyone who needs it, we’re happy to offer pay what you can rates. You can find more details here. Open Calls: Migraine Competitive Grant Program: Migraine and Women’s Health (Quality Improvement and/or Research RFP), Pfizer.*Closing soon!* Pfizer, in collaboration with the American Headache Society, is seeking independent quality improvement and research projects that close persistent gaps in migraine care for women across the United States. The funding logic centers on measurable, practice-relevant change: proposals should generate actionable evidence, tools, or system improvements that can be shared and used widely, not just within a single site. Priority areas span menstrual migraine and screening in women’s health settings, the role of hormonal fluctuations across the lifespan, sex-specific risk factors, comorbidities and quality-of-life burden, and disparities in outcomes by race, ethnicity, and socioeconomic status. The call is structured as a two-step competitive process with an initial Letter of Intent, with the strongest concepts expected to translate scientific insight into implementable improvements in diagnosis, management, and equity. Geographies: United States. Who can apply: U.S.-based organizations (not individuals), including professional schools, healthcare institutions, professional organizations, and other entities focused on healthcare improvement. Funding amount: Up to USD $200,000 total over 2 years; total pool USD $500,000. Targeted Sectors / SDGs: Health; Focus areas: migraine, women’s health, quality improvement, clinical research, menstrual migraine, health disparities. Deadline: LOI: May 5, 2026; Full proposal (by invitation): August 28, 2026. Learn more and apply here. This RFP rewards “shareable impact”: the most competitive submissions will pair rigorous methods with a clear plan for system uptake and dissemination beyond the originating institution. ReSSARC: Strengthening the Health Sector and Food Security in the Central African Republic (AID 013381/01/0) Call for Proposals, Italian Agency for Development Cooperation (AICS). *Closing soon!* AICS is seeking a limited set of high-capacity humanitarian partners to deliver an integrated package that stabilizes essential health services while reducing acute malnutrition and strengthening food security resilience in priority areas of the Central African Republic. The funder’s logic is explicitly nexus-based: proposals should meet urgent, life-saving needs while reinforcing local systems, coordination mechanisms, and community-level capacity so results persist beyond the emergency window. AICS emphasizes inclusion and protection outcomes, expecting gender-sensitive design and explicit measures for groups facing compounded vulnerability, including women, children under five, internally displaced people, and people with disabilities. The call also signals a localization pathway, encouraging stronger collaboration with national NGOs and balanced partnerships, alongside clear coordination with existing cluster and humanitarian actors to minimize duplication and improve coverage. Geographies: Central African Republic (Bangui, Ombella-Mpoko, Ouham, Ouham-Pende, Lim-Pende, Lobaye). Who can apply: Non-profit organizations registered with AICS, plus eligible non-profits without an office in Italy that have a pre-existing collaboration agreement with an AICS-listed organization. Funding amount: Total pool EUR €1,800,000; max EUR €800,000 (single applicant) or EUR €1,000,000 (ATS). Targeted Sectors / SDGs: Health; Focus areas: malnutrition prevention and treatment, maternal and child health, community health services, food security and resilience, localization partnerships Deadline: May 5, 2026. Learn more and apply here. This call is structured to reward partners who can link frontline service delivery to system durability and localization, not just short-term coverage gains. Contracts for Innovation in drug and alcohol addiction healthcare, Innovate UK. *Closing soon!* Innovate UK, on behalf of the Office for Life Sciences Addiction Healthcare Goals program, is procuring R&D to accelerate innovations that can improve treatment outcomes, strengthen recovery, and reduce harm and deaths linked to drug and alcohol addiction. The competition is positioned as a market-facing readiness push: selected projects are expected to advance solutions toward later-stage validation, generate evidence of user acceptability and UK market fit, and map credible routes through regulatory and certification requirements. Innovate UK signals a preference for innovations that can be field-tested in relevant UK settings and progressed to TRL 6 or 7, with practical plans for commercialization after contract completion. This structure favors applicants that can execute most work in-house, co-develop with service providers and people with lived experience, and translate technical progress into deployable tools for addiction healthcare delivery. Geographies: United Kingdom. Who can apply: Single organizations of any size (including EU, EEA, or international) leading delivery, with most work and key deliverables carried out in the UK; subcontractors for specialist skills only. Funding amount: GBP £200,000–1.5 million per project (inclusive of VAT); Total pool: GBP £20 million (across two strands). Targeted Sectors / SDGs: Health; Focus areas: Mental Health, Health Systems Strengthening, Research & Development, Technology Access. Deadline: May 6, 2026 (11:00am). Learn more and apply here. This call uses procurement to pull near-market addiction innovations toward operational proof and adoption pathways in UK services.

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May 4 • 3:59 AM EDT • Health • impactfunding.substack.com
This $10 accessory changed how I use my Android phone, and I should have bought it sooner

Multitasking is no longer a chore

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May 3 • 6:00 AM EDT • Technology • androidpolice.com
Fargo physicist says Bluetooth headphones pose no health risk

Whether hitting the gym, walking the dog, or hopping on a bike, many people are wearing headphones. But with Bluetooth technology more popular than ever, some are asking if wireless headphones are actually safe.

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May 2 • 8:53 PM EDT • Health • valleynewslive.com
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Report raises alarm about widespread tanning myths ahead of summer

That “healthy-looking glow” might actually be skin damage. A new report highlights common misunderstandings about tanning and skin cancer.

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May 2 • 1:49 PM EDT • Health • usatoday.com
Local politicians face threats, cost of security sparks debate

A spate of political violence and a rising number of threats had rattled state and local officials asking what should be done to protect those in public office.

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May 2 • 6:20 AM EDT • Politics • bostonglobe.com
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MOMENT OF SCIENCE: Science behind lightning

From tingling skin to hair standing on end, Mother Nature gives us a warning that lightning is imminent.

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May 1 • 9:11 AM EDT • Science • wistv.com
National Academy of Science elects eight Princeton professors

Eight Princeton professors were elected to the National Academy of Sciences this year: Cliff Brangwynne, Chris Chang, Maria Chudnovsky, Jianqing Fan, Sabine Kastner, Sebastian Seung, Daniel Sigman and Christopher Skinner.

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Apr 30 • 8:00 PM EDT • Science • princeton.edu
Samsung reportedly prepares Galaxy Book laptops running Android with One UI 9 skin

As Google’s “Aluminium” OS slowly makes it way to launch, a new report reveals that Samsung is preparing new Galaxy...

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Apr 30 • 9:10 AM EDT • Technology • 9to5google.com
Democrats urge CFTC to rein in prediction markets sports betting, insider trading

Sen. Jeff Merkley, D-Ore., led a letter — first reported by CNBC — to the CFTC asking for stricter rules for companies like Kalshi and Polymarket.

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Apr 30 • 5:00 AM EDT • Sports • cnbc.com
Reid Hoffman Thinks Doctors Should Ask AI for a Second Opinion

The LinkedIn cofounder now has an AI drug discovery startup—and thinks not asking chatbots for medical advice is “bordering on committing malpractice.”

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Apr 30 • 5:00 AM EDT • Health • wired.com
Carbon pollution is making food less nutritious and risking health of billions

Surging concentrations of carbon in the atmosphere have produced potent changes in the way plants grow, draining the nutrients from food.

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Apr 30 • 5:00 AM EDT • Health • washingtonpost.com
Popular science

Isaiah Keys has beaten the odds, and is asking for help with keeping him on a winning streak. Keys, Warren High School freshman, could be the next student to tour The Planetary Society in California with Bill Nye The Science Guy, as well as appear in Reader’s Digest and receive $20,000 to invest in his […]

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Apr 29 • 8:00 PM EDT • Science • timesobserver.com
CT’s next generation isn’t waiting. They’re leading.

CT's young people are not waiting their turn to step into the political arena. They are organizing, asking hard questions, and leading.

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Apr 29 • 12:01 AM EDT • Politics • ctmirror.org
Researchers Discover Critical GitHub CVE-2026-3854 RCE Flaw Exploitable via Single Git Push

CVE-2026-3854 (CVSS 8.7) enabled GitHub RCE via git push, risking cross-tenant access to millions of repositories.

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Apr 28 • 2:19 PM EDT • Technology • thehackernews.com
GOP wants Knox County commissioner prosecuted for voting in their primary

Republicans are asking the DA to look into whether Courtney Durrett's ballot choice was an \

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Apr 28 • 5:09 AM EDT • Politics • knoxnews.com
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Montana leaders seek public comment on future of shooting sports

Montana leaders are asking for public input as they shape the future of shooting sports facilities across the state.A new task force created under House Bill 89

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Apr 27 • 11:01 PM EDT • Sports • nbcmontana.com
Can Collagen Supplements Really Improve Skin and Joint Health? Here's What a Pharmacist Says

Taking collagen supplements can help improve skin and joint health, as it's an important component of skin, and bone tissue.

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Apr 27 • 8:00 AM EDT • Health • health.com
Milkshakes, skin care, local crafts among items at new NJ businesses

Weyward Market is in Pompton Lakes. The Fountain Spa is in Hackensack. Sukoshi is at the Garden State Plaza. Milkshake factory is in Florham Park

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Apr 27 • 4:26 AM EDT • Business • northjersey.com
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Cosmeticorexia: a worrying obsession with flawless skin or just a new term for an old problem?

The uptick in children focused on skincare has some experts concerned about body image and mental health. But others warn of the risks of rushing to ‘medicalise’ new trends or behaviours

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Apr 26 • 11:00 AM EDT • Health • theguardian.com
The Blogs: The Illusion of Neutrality: Unmasking the “No Politics” Rule in Digital Spaces

From the blog of Omi Leissner at The Times of Israel

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Apr 26 • 2:32 AM EDT • Politics • blogs.timesofisrael.com
Kansas City police ask for help locating missing woman with mental health issues

KCPD is asking for help locating a missing woman.

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Apr 25 • 7:50 PM EDT • Health • kctv5.com
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You Can Actually Regrow Your Fingertips. Scientists Just Figured Out How.

You can regrow damaged skin in the area, sure—but also bone, tissue, and nerves.

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Apr 24 • 8:30 AM EDT • Science • popularmechanics.com
Trump dismisses Prince Harry’s comments on Ukraine ahead of royal visit

President Donald Trump on Thursday brushed off remarks by Prince Harry asking the US for more action to end the war in Ukraine, saying the British royal does not speak for the United Kingdom.

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Apr 24 • 4:30 AM EDT • Politics • cnn.com
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Asking AI health questions? Use with caution, researchers say

Two newly published studies offer a flashing yellow light for anyone who searches for health answers on AI chatbots.

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Apr 23 • 9:20 PM EDT • Health • komonews.com
Learfield CEO outlines college sports business, acquisition by TPG

Learfield CEO Cole Gahagan comes on Asking for a Trend to talk more about the multimedia company's role in promoting college sports — especially in the new age of name, image, likeness (NIL) deals for college athletes — and its recent acquisition by TPG (TPG). breaks down its business

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Apr 23 • 5:40 PM EDT • Business • finance.yahoo.com
SPONSORED The future of farming depends on science

Now more than ever, the world is asking U.S. farmers to produce more while using fewer resources.

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Apr 23 • 5:06 PM EDT • Science • axios.com
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Diablo 4: Lord of Hatred will release earlier than expected in the US, and teams up with Overwatch for some of the coolest skins I've ever seen

The Diablo 4 developer chat just dropped a bunch of new info, Overwatch Skins, Twitch Drops, and a bucket of updates with Patch 3.0.0

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Apr 23 • 4:36 PM EDT • Technology • windowscentral.com
SGMC Health Honors Ramsey with BEE Award

SGMC Health recognized Erskine Ramsey, a sonographer at SGMC Urology, as the April recipient of the Being Extraordinary Everyday (BEE) Award.

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Apr 23 • 3:44 PM EDT • Health • sgmc.org
Live Nation's legal woes are masking the opportunity in this entertainment stock

Justin Zacks, senior equity analyst and correspondent at CNBC, explains why Live Nation is in a position to pop as legal overhangs could be overshadowing a large growth opportunity for the live entertainment company.

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Apr 23 • 2:16 PM EDT • Entertainment • cnbc.com
Asking Patients to Decide on Treatment When Side Effects Can Include Death

Patients must weigh their own values in deciding care.

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Apr 23 • 6:00 AM EDT • Health • bloomberg.com
Concerns over congressman’s health during lengthy absence

Calls and text messages to a missing New Jersey congressman have gone unanswered

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Apr 22 • 7:32 PM EDT • Health • njspotlightnews.org
Malicious KICS Docker Images and VS Code Extensions Hit Checkmarx Supply Chain

Malicious KICS Docker tags and VS Code versions 1.17.0, 1.19.0 enabled data exfiltration, risking exposed infrastructure secrets.

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Apr 22 • 1:55 PM EDT • Technology • thehackernews.com
Microsoft Patches Critical ASP.NET Core CVE-2026-40372 Privilege Escalation Bug

CVE-2026-40372 scores 9.1 due to cryptographic flaw in ASP.NET Core 10.0.0–10.0.6, risking SYSTEM access.

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Apr 22 • 5:29 AM EDT • Technology • thehackernews.com
Dallas County Republican Party sues over precinct-based voting

The lawsuit is asking that a judge force the county to conduct the May 26 runoff election using precinct-based voting.

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Apr 21 • 5:30 PM EDT • Politics • spectrumlocalnews.com
Warsh vows to keep monetary policy independent of politics

STORY: :: Fed chief nominee Warsh vows to keep monetary policy independent of politics:: Washington, D.C. / April 21, 2026:: Kevin Warsh, Federal Reserve chief nominee“Monetary policy independence is essential. Monetary policymakers must act in the nation's interest. Their decision is the product of rigor, deliberation and unclouded decision-making. And as Senator Warren said, I do not believe that independence of monetary policy is threatened when elected officials state their views on rates. Fed independence is up to the Fed." // :: Sen. Elizabeth Warren, Ranking Democrat on Senate Banking Committee“So, independence takes courage. Let's check out your independence and your courage. We'll start easy. Mr. Warsh, did Donald Trump lose the 2020 election?”WARSH: “Um, we try to keep politics, if I’m confirmed, out of the Federal Reserve.”WARREN: “I’m just asking you a factual question. I need to know. I need to measure your independence and your courage.”WARSH: “Senator, I believe that this body certified that election many years ago.”WARREN: “That’s not the question I’m asking. I’m asking did Donald Trump lose in 2020?”WARSH: “And I’m suggesting to you in 2020…”WARREN: “I’m suggesting you can’t answer that.”WARSH: “… the Fed had a huge inflation problem, and you certified the election…[crosstalk]… let’s keep the politics out of monetary policy.” //WARREN: "Just one little place where you disagree with Donald Trump.”WARSH: “Well, I do have a disagreement actually, Senator, with the president. I think even this morning, he said that he thought I was out of central casting. I think central casting, I'd look older, grayer, maybe show up here with a cigar of sorts.”WARREN: “Quite adorable. But, you know, we need a Fed chair who is independent. That's the only way we preserve the independence of the Federal Reserve. If you can't answer these questions, you don't have the courage and you don't have the independence.”In a confirmation hearing before the Senate Banking Committee that quickly hinted at major changes to come at a Warsh-led Fed, the 56-year-old lawyer and financier blamed the central bank for an inflation surge in the wake of the COVID-19 pandemic that continues to hurt U.S. households.Warsh's hearing quickly turned contentious. Democratic Senator Elizabeth Warren pressed Warsh on his independence and "courage", saying President Donald Trump had made clear Warsh would be his "sock puppet".

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Apr 21 • 12:43 PM EDT • Politics • finance.yahoo.com
Shaky political science: using "simulated" elections over real-world elections

[Dear DSOS readers – this article is the latest in our “Shaky Political Science” series. In our 38 page report, “Shaky political ‘science’ misses mark on ranked choice voting,” released in early December, we examined over 40 studies focused on ranked choice voting. We found that many of these studies suffered from puzzling research methodologies, poorly constructed surveys, unrealistic simulated elections, cherry picked data, and faulty analyses that often were contradicted by results from real-world elections (a link to our full paper is here). Here are links to the first three articles in our series: the first one summarizing the overall results of our report, the second one analyzing a study co-authored by University of Minnesota academic Larry Jacobs, which was one of the most error-prone of all the research we reviewed in our report, and a third article showing an admirable example of two political scientists holding two other political scientists accountable for their flawed, sloppy research]. In this fourth article in our “Shaky Political Science” series, we shine a spotlight on seven studies that were web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group (the ERRG is an ad hoc committee headed by New America’s Political Reform Program and joined by the American Enterprise Institute, the Unite America Institute and Stanford University’s Center on Democracy, Development, and the Rule of Law). This research consortium has been led by Lee Drutman, senior fellow with New America’s Political Reform Program. These seven studies are simply not credible from any objective standard about how political “science” is supposed to illuminate our understanding of either ranked choice voting or politics in general. The feature that six of these seven studies have in common is that they all used surveys – artificial, simulated elections -- to attempt to say something cogent or interesting about ranked choice voting (RCV) elections. None of them used real world data from actual RCV elections – either the 1000+ elections in the US or the many thousands of elections from places like Australia, Ireland and elsewhere where RCV has been used for 100 years. While a few of these studies conclude with some mixed positives about RCV, our analysis here is content neutral. The idea that, with a political reform like RCV, you can ask respondents in a mock, artificial election to vote with that method, with only the barest of explanation about how RCV works or its likely impacts (i.e. no spoiler candidates, majority winners, voters liberated to pick their favorite candidates, coalition-building), and then ask them their thoughts/reactions about voting in that system, with fake candidates and no real campaigning, no real exposure to an actual election or actual candidates, rests on some very puzzling assumptions. The findings of these seven studies actually are contradicted by the findings from many other studies based on real-world RCV elections. These New America studies also failed to list the real-world RCV studies in their own citations, instead including those studies that reinforced their conclusions. The seven studies featured in this article were chosen because they form a cohesive cohort which precisely illustrates one of the main points of our research paper, namely that using surveys, i.e. artificial elections, or mathematical/theoretical models, instead of real-world data, is in fact “shaky political science.” Below are summaries of our analysis of five of the seven New America studies. You can read our complete analysis of all seven studies at our paper, “Shaky political ‘science’ misses mark on ranked choice voting.” Choosing to “Vote As Usual” by Andre Blais, Carolina Plescia, and Semra Sevi. New America. (Blais et al., 2021). This study, web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group, used two surveys in which respondents completed ballots for simulated elections using plurality, approval, RCV and point (Score) voting. In both cases the authors provided the respondents with only minimal explanation of each method. For example, the entire explanation for RCV was “For this vote, rank the candidates from your first to your last choice (you do not need to rank them all). This is called the ranked vote.” That’s it. The study did not provide any context or explanation to survey respondents about why she/he might want to rank multiple candidates. Participants were not even told that ballots would be tabulated using an “instant” runoff, not to mention any description of RCVs ability to eliminate the spoiler effect or liberate voters to rank their favorite candidates without fear of helping the “greater evil” candidate to win. That’s like taking an iPhone back in time to 1970 and asking someone if they like it better than their rotary phone without explaining how it works. Their first survey targeted states that held 2020 Super Tuesday Democratic primaries and used the real candidates’ names in the survey; the second survey used fictitious candidates. In other words, they surveyed respondents who had only ever participated in plurality elections, had no history or background with using RCV or any of the other methods, had no clue about its likely impacts, and did not communicate how the alternative methods would be counted, and then asked them: “How satisfied are you with using each system?” Predictably, the winner was plurality elections, the system used for president, Congress, gubernatorial and state legislative elections – in other words, the method they have been using, year after year, all their voting lives. With so little explanation of RCV and its impacts, this study is simply not credible in discovering anything useful about real-world RCV elections. It merely shows that a basic voter education campaign is needed when adopting a new election system. Additionally, the result contradicts many other post-election surveys following real RCV elections, asking opinions from voters who had just participated in a RCV election, that showed a great deal of satisfaction with RCV (see details on that in Studies 22-25 in our paper, as well as the four studies cited in the review for Study 28). Share Other studies on “satisfaction” and “understanding” make similar mistakes, in terms of basing their surveys on inadequate explanation to respondents and lack of education about context. How could any survey ever hope to measure accurately, in essence simulate a real-world election, without actual campaigning candidates, the media writing about those candidates, organizations endorsing candidates and voters being inundated with crucial information? More than anything, what these “studies” based on surveys show is that if you ask voters about something they don’t know very much about, and fail to adequately educate them, their responses will unsurprisingly reflect their confusion. Equally puzzling is that New America’s Electoral Reform Research Group, headed by political scientist Lee Drutman, found this to be a credible enough study that they not only published it but highlighted it in Drutman’s own discussion of research related to ranked choice voting. This pattern was repeated in study after study featured by New America’s Electoral Reform Research Group. For example in Ranked-Choice Voting and Political Expression: Voter Guides Narrow the Gap between Informed and Uninformed Citizens by Cheryl Boudreau, Jonathan Colner, and Scott MacKenzie, the researchers based their analysis on a survey which found that respondents who were asked to vote in a simulated RCV election, with minimal explanation of RCV or how it works, displayed less evidence of being informed about how to use RCV effectively, with the least informed voters ranking fewer candidates. As pointed out under the study above, in a real election voters are informed by a wide variety of methods, including public education by the election administration, by interested political groups, the media, and the candidates themselves who benefit from voters being aware of how to vote in the new system. In Support for Ranked-Choice Voting across Race and Partisanship by Joseph Anthony, David C. Kimball, Jack Santucci and Jamil Scott, the researchers used respondents from different parties and races voting in simulated plurality and RCV elections, who indicated their satisfaction with each voting method. Instead of using real world election results, the authors fell back on the easy, armchair and less reliable academic research methodology of making up mock elections. As with the other studies, little explanation was given of how RCV works or what its implications might be (electing majority winners or eliminating spoilers, for example). Unsurprisingly, this study found that respondents were not very satisfied with RCV. However, when the authors added an explanation that RCV has a tendency to elect more women and people of color, they found that this greater explanation increased the preference for RCV. The more voters were familiar with it, and the more they understood potential positive impacts – surprise! -- the more they were open to switching away from the status quo. Of note, the results from this study are thoroughly contradicted by a number of other studies whose data was obtained from real RCV elections with real voters. Those studies show a great deal of satisfaction with RCV. More “fake election” research An interesting wrinkle on this “research by fake elections” approach, which only served to illustrate how unreliable such “research” can become, was taken in Ranked-Choice Voting, Runoff, and Democracy: Insights from Maine and Other U.S. States by Joseph Cerrone and Cynthia McClintock_,_ also web-hosted and funded by New America’s ERRG. It gets high marks for creativity, but an eye-roll for thinking this could possibly add anything meaningful to our understanding of real world RCV elections. This study tried to determine whether RCV, plurality or two-round runoff elections provided greater voter satisfaction and acceptance of election results. To determine that, the authors conducted a survey asking if voters were satisfied with a fictional newspaper report of an election, with three different versions given to respondents – plurality, runoff and RCV, with variations of Republican/Democrat winners and variations of “come-from-behind” winners,” i.e. candidates not initially in first place but who win the “runoff.” Again, a minimal explanation of RCV or how it works was given, and the survey showed that respondents had the greatest unfamiliarity with RCV than the other methods. The unsurprising result? Respondents were much more satisfied with “come-from-behind” victories in a traditional two-round runoff election than in RCV, even though RCV is also a runoff system but with a single round of counting. Interestingly, the dissatisfaction with RCV disappeared for those who were more familiar with RCV. In fact, among those respondents who were “very familiar” with RCV, they were equally satisfied with RCV, runoff and plurality. Surprise, surprise. Again, what this study revealed, more than anything, is not only the inadequacy of the explanation for RCV given by the authors of this study, but the failure of the research format itself, thinking that such an artificial mock election could somehow simulate what actually happens in the real world in a real RCV election. Those four studies reviewed above are fitting examples of inadequate and shaky political “science.” Other studies reviewed in our paper from the New America/Electoral Reform Research Group cohort which also used mock elections included: Ranked-Choice Voting is an Acquired Taste by Joseph Anthony and David C. Kimball. New America. (Anthony et al., 2021). Ranked-Choice Voting is No Refuge for Extreme Candidates by Melissa Baker. New America. (Baker, 2021). Also included in this New America cohort is Does Ranked-Choice Voting Reduce Racial Polarization? by Yuki Atsusaka and Theodore Landsman, which actually did use real-world election results data but applied an odd and unconventional methodology to the data which relied on shaky assumptions and non-real-world scenarios that were too divorced from reality. To determine levels of “racially polarized voting,” the researchers imagined “ethnic parties,” by which they mean political parties for each ethnic group, which was especially odd since the election data they were using came from nonpartisan RCV races. But then they made an even odder assumption, namely that since race and ethnic characteristics of studied voters were not available, the authors tried to infer that information based on who voters selected and the racial make-up of voters in each district. This amounted to little more than vague and ambiguous guesswork dressed up with a bunch of mathematical equations used to give it a veneer of scientific appearance. Indeed, it seemed to assume racial polarization in order to prove racial polarization. Based on this questionable methodology, the authors concluded that RCV doesn’t reduce racial polarization. But the premise of this study missed an obvious reality: since RCV incentivizes more candidates to run and can result in more diverse fields of candidates, one would expect more racially-polarized voting in voters’ top rankings, not less, because more voters would have someone on that ballot who represents their racial or ethnic identity and more freedom to vote for their real first choice. By encouraging more diverse candidates and eliminating the spoiler effect, RCV facilitates voting for a favorite candidate of your own race and then selecting a second choice with the best likelihood of winning. The real measure is what voters do with their additional rankings – do they consider other candidates and vote “for the best of the rest”? This study didn’t tell us anything useful about that. But readily available data shows this is common in real RCV elections, and candidates act on this knowledge by engaging with voters outside their racial group. So the authors of this study failed to consider or account for what actually happens in real-world elections, and their conclusions are tainted by this failure. New America has contributed a great deal over the past 2.5 decades to our understanding of many policy areas, including politics and political reform (full disclosure: Steven Hill, one of the authors of this article and of the “Shaky Political Science” research paper and series, is a former senior fellow and former director of New America’s political reform program, 2005-2010). So it was especially disappointing that New America funded and published such a large batch of dubious studies about ranked choice voting. The stated praiseworthy goal of its Electoral Reform Research Group was to inspire new academic research about ranked choice voting that would shed light and help the public better understand the impacts of RCV. Instead, the ERRG research did just the opposite. It produced dubious research that created more confusion and misinformation. In so doing, New America’s political reform program contributed to “shaky political science.” Steven Hill and Paul Haughey Share Upgrade to $5 subscription Thanks for reading DemocracySOS, a reader-supported digital portal for the pro-democracy movement. Subscribe for only $5 per month to receive full benefits and to support our work. Subscribe

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Apr 21 • 9:31 AM EDT • Science • democracysos.substack.com
In new memoir, Bottoms says hardships shaped her political identity

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Apr 21 • 9:06 AM EDT • Politics • ajc.com
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Apr 20 • 8:00 PM EDT • Science • sciencedaily.com
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Apr 20 • 8:00 PM EDT • Politics • theintelligencer.net
Google Photos adds new touch-up tools for 'quick' fixes

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Apr 20 • 4:20 PM EDT • Technology • techcrunch.com
Recently-sued Highgrove Holdings president defends himself, business

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Apr 20 • 4:00 PM EDT • Business • spectrumnews1.com
He Sold His Grass-Fed Jerky Company for Millions. Then He Started One of the Hardest Businesses in Food.

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Apr 20 • 3:25 PM EDT • Business • entrepreneur.com
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Apr 20 • 11:20 AM EDT • Politics • nytimes.com
Pinwheels and the ‘lobster district’: How Virginia Democrats drew up a US House map to all but lock out Republicans

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Apr 20 • 4:00 AM EDT • Politics • cnn.com
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Apr 19 • 9:45 PM EDT • Politics • foxnews.com
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JD Vance could yet save his political skin. But it will mean turning on Trump

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Apr 19 • 3:00 AM EDT • Politics • theguardian.com
Flyers hold off Penguins 3-2 for Game 1 win

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Apr 18 • 11:17 PM EDT • Sports • sports.yahoo.com
Can I trust health advice from an AI chatbot?

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Apr 18 • 7:04 PM EDT • Health • bbc.com
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Apr 18 • 8:03 AM EDT • Science • popsci.com
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MLB Broadcaster Defends AI Usage After Internet Pile on Following Health Struggles

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In asking sources around the league Wednesday ahead of …

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Apr 17 • 7:44 AM EDT • Sports • sports.yahoo.com
Why some tech leaders are sounding the alarm about Colorado’s ‘deteriorating’ business climate

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Raskin v Moore: what do the stats say?

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Apr 16 • 11:42 AM EDT • Sports • sports.yahoo.com
Red hair gene favoured by natural selection over last 10,000 years, study finds

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Apr 16 • 10:21 AM EDT • Science • theguardian.com
Missouri Hemp Businesses Ask Governor To Veto Bill That Would 'Eliminate' The Industry

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AG Keith Ellison seeks public comment on Sutter Health’s acquisition of Allina Health

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Apr 15 • 8:00 AM EDT • Politics • cleveland.com
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Apr 14 • 6:49 PM EDT • Business • news4sanantonio.com
NY businesses want ‘entertainment zones' during World Cup

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Apr 14 • 5:00 PM EDT • Entertainment • nbcnewyork.com
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Apr 14 • 9:36 AM EDT • Entertainment • ew.com
Asking Eric: ‘Extremely online’ girlfriend shares too much

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Apr 14 • 7:00 AM EDT • Technology • nj.com
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Apr 14 • 4:53 AM EDT • Business • livingstondaily.com
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Apr 14 • 3:30 AM EDT • Sports • sports.yahoo.com
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Apr 13 • 12:43 PM EDT • Health • fortune.com
Can red light therapy really deliver a beauty and health glow up? Here's the science

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Apr 13 • 5:00 AM EDT • Technology • npr.org
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Can red light therapy really deliver a beauty and health glow up? Here's the science

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Apr 13 • 5:00 AM EDT • Science • npr.org
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Can red light therapy really deliver a beauty and health glow up? Here's the science

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Apr 12 • 3:19 PM EDT • Politics • ms.now
Illinois Court Hears Final Lawsuit Challenging Marijuana Social Equity Business Licensing Lottery

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Apr 12 • 10:15 AM EDT • Business • marijuanamoment.net
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Apr 12 • 1:00 AM EDT • Technology • geeky-gadgets.com
ON THE JOB: “What is the Best Business Advice You’ve Ever Received?

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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! 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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

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Apr 11 • 4:39 PM EDT • Business • oswegocountybusiness.com
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“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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Apr 11 • 11:38 AM EDT • Technology • natesilver.net
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