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Man who was found dead behind Beaufort business identified
The man’s body was found by a store employee on Thursday, but a camera showed he arrived on the property Wednesday.
Nvidia just showed that the harness, not the AI model, is now the real hero
Nvidia research shows that AI agents can perform well, and not go off the deep end, through fine-tuning, even if the AI model isn't that great at the task.
Friday Fun: Upper Michigan Today goes for a ride at UP State Fair
The Escanaba tradition is still going strong 98 years later. UMT showed off the festivities Friday, encouraging viewers across Upper Michigan to make their way to the fair at least once before it’s over. The U.P. State Fair runs through Aug. 23. Check out the fun here!
Police search for man accused of defecating, smearing feces on Tulsa business
Officers say a man wearing a thong, cut-open mask and shower cap has repeatedly defecated into a dog waste bag and smeared it on a business.
Meeting with Ketel Marte ends with transfer to Injured List
Diamondbacks news (Arizona Sports) Ketel Marte headed for 10-day IL, will then rejoin Diamondbacks Gambadoro added Marte’s MRI “showed inflammation on his upper hamstring and medial joint of his knee.” He received an injection Thursday afternoon, and the D-backs hope his IL stay will be short. Marte, his agent Charisse Espinosa-Dash, Hazen and manager Torey Lovullo […]
Xbox Series X25 price and release date leaked
The Xbox Series X25 was unveiled during the Xbox Game Showcase back in June, and Microsoft is currently expected to reveal more details during Gamescom 2026. However, it looks like its price and release date have already leaked.
Why 'science-backed' is becoming an important label in wellness
Social media is the go-to place for wellness content today. Influencers promote everything from health tips to supplements and provide education on numerous health issues. Wellness content has even led viewers to seek help or get a diagnosis. However, wellness content is largely riddled with misinformation and conflicting advice. Influencers are encouraged to make
Euro zone business activity growth hits highest since November, PMI shows
Euro zone business activity has grown at its fastest pace this year in August, buoyed by stronger new orders — particularly in manufacturing — and a return to export growth, according to a survey which also showed easing price pressures.
Euro zone business activity growth hits highest since November, PMI shows
By Indradip Ghosh Aug 21 (Reuters) - Euro zone business activity has grown at its fastest pace this year in August, buoyed by stronger new orders — particularly in manufacturing — and a return to export growth, according to a survey which also showed ...
German business activity grows in August, PMI shows
German business activity expanded modestly in August as an upturn in manufacturing offset a faster decline in services activity, a preliminary business survey showed on Friday.
German business activity grows in August, PMI shows
BERLIN, Aug 21 (Reuters) - German business activity expanded modestly in August as an upturn in manufacturing offset a faster decline in services activity, a preliminary business survey showed on Friday. The S&P Global Flash Composite PMI Index for G...
41-Year-Old RDA Returns At UFC 332
Rafael dos Anjos is back. It’s been two years since we last saw the former UFC Lightweight champion in action, an unfortunate consequence of the knee injury suffered in his last outing versus Geoff Neal. After multiple setbacks and surgeries, however, “RDA” is officially set to return versus Alexander Hernandez at UFC 332, which is […]
James Fishback Is a Glimpse Into the GOP’s Future
The candidate lost badly in Florida but showed that there’s support for bigotry among the young.
One New York health system sues another over cardiology services—lawsuit prompts new legislation
Ellis Medicine and St. Peter’s Health Partners spent years discussing a merger. After those discussions were abandoned, however, things got ugly between the two New York health systems. The services of 27 cardiologists are at the center of this ongoing dispute.
Nintendo confirms how much Switch 2 will cost in the UK after price increase
Nintendo has now confirmed details about the price increase for Switch 2 in the UK. This comes courtesy of an official social media post. When the original announcement took place back in May, we had information about most major regions. However, UK was specifically left out of the news. With the price increase just around the corner, Nintendo has now...
The Apophis encounter in 2029: A rare opportunity for planetary science and defense
The near-Earth asteroid Apophis will make an extremely close flyby of Earth on April 13, 2029, at a distance of approximately 38,000 km—an event that occurs on average only once every 7,500 years, offering an unprecedented opportunity for planetary science and planetary defense. However, significant uncertainties remain regarding the physical parameters of Apophis, such as its shape, spin state, internal structure, and material composition, and predictions of tidal effects—including potential orbital changes, spin acceleration, surface material displacement, and dust ejection during the flyby—are highly dependent on model assumptions. Although multiple nations have planned exploration missions, how to coordinate global observational resources within the limited time window, optimize rapid-response mission architectures, and translate scientific understanding into effective planetary defense strategies remain critical challenges to be addressed.
Makai Lemon’s Strange Injury Situation Continues To Cost Eagles Rookie
Going into a joint practice with the New England Patriots on August 19, the Philadelphia Eagles changed the status of the rookie wide receiver, Makai Lemon. According to Bleeding Green Nation’s Brandon Lee Gowton, Lemon was upgraded to limited participation on the Eagles’ practice injury report. However, The Inquirer’s Jeff McLane threw a wrinkle in […] The post Makai Lemon’s Strange Injury Situation Continues To Cost Eagles Rookie appeared first on HEAVY.
Dearborn protest: Businesses respond to intense anti-Islam demonstration
A full day has passed since an anti-Muslim rally was held in Dearborn. However, on Wednesday the scene was much different, with businesses seeing an outpouring of love in response to all the hate.
Seahawks Receive Strong Take After Signing Trevon Diggs
On Aug. 19, the Seattle Seahawks decided to sign veteran cornerback Trevon Diggs to add more depth to that position ahead of the 2026 NFL season. Moreover, this move comes after the Seahawks agreed to terms with Terrion Arnold. However, the NFL is expected to put Arnold on its Commissioner’s Exempt List once he signs […] The post Seahawks Receive Strong Take After Signing Trevon Diggs appeared first on HEAVY.
Broncos’ Sean Payton Shares Goal for Bo Nix on Friday
The Denver Broncos‘ injury struggles at wideout earlier in camp were much discussed earlier in the month. However, by far and away the biggest concern for the team will be ensuring that come the season opener on September 14 at Arrowhead, Bo Nix is fully healthy and ready to go after breaking his ankle in […] The post Broncos’ Sean Payton Shares Goal for Bo Nix on Friday appeared first on HEAVY.
Trump says U.S. and Canada have a trade deal, but key terms remain unclear
For now, the tariffs have been postponed until 12:01 a.m. Saturday
Giants news: New York's 'biggest winner' from Jaguars trade
The New York Giants traded Daniel Faalele to the Jacksonville Jaguars. The former Baltimore Ravens lineman stands 6-foot-8 and weighs 380 pounds, making him one of the biggest players in NFL history. After joining the Giants this offseason, the mountain of a man worked primarily as a second-string guard. However, preseason and training camp […] The post Giants news: New York's 'biggest winner' from Jaguars trade appeared first on ClutchPoints.
The Limits of Unauthorized-Practice in Regulating Mental Health AI - Petrie-Flom Center
In May, Pennsylvania’s State Board of Medicine filed a lawsuit in the state’s Commonwealth Court against Character Technologies seeking to prevent it from engaging in unauthorized medical practice. The alleged “practitioner,” however, was not a physician or even a human being. It was a chatbot named Emilie.
StL Cardinals S.O.S. For The Last 35 Games
It is time to put out an SOS as the St Louis Cardinals have 35 games left to show what they can do. The S.O.S. this year, however, is not a distress signal. The remaining strength of schedule for the Cardinals actually ain’t too bad! While on one hand, the real meaning of SOS is […]
Trump says tariffs on Canadian imports delayed
The announcement, which Trump made on his social media platform, buys time for more negotiations and avoids, for now, another strain in already tense relations between the historic allies.
Browns QB Battle Remains Wide Open After Preseason Opener
The Cleveland Browns entered their first preseason game with one of the most intriguing quarterback battles in the NFL. After Saturday’s 34-10 loss to the Chicago Bears, however, the competition between Deshaun Watson and Shedeur Sanders remains far from settled. Watson got the start and played the first half, giving him the first opportunity to…
tvOS 27 to add Siri AI for Apple TV 4K, per new leak
Siri AI was unveiled for most Apple platforms—but Apple TV missed out. A new leak, however, points to tvOS 27 including Siri AI after all.
Smithsonian Brings Sandy Beach Scientists to Texas A&M Galveston
Scientists from the U.S. and South America are workshopping at Texas A&M University at Galveston (TAMUG) this week to expand sandy beach research and broaden collegiate learning opportunities.The Tides of Opportunity Project, co-led by the Smithsonian’s Marine Global Earth Observatory (MarineGEO) Program, TAMUG, the Smithsonian Marine Station, the Smithsonian National Zoo and Conservation Biology Institute, and the University of Miami, is a collaborative monitoring project with marine science professors and their students.Tuesday, Aug. 18, through Friday, Aug. 21, 15 professors and marine science professionals from the United States, Brazil, Peru, and Urugay will co-design a sandy beaches monitoring protocol and associated course modules and test the protocol in the field.The goal is to incorporate sandy beach monitoring protocols into marine science courses, which college faculty and students can use to achieve learning goals while providing essential data can help researchers diagnose the health of an understudied critical coastal habitat.Dr. Guilherme Corte, an assistant professor of marine biology in the College of Marine Sciences and Maritime Studies at TAMUG, is a principal investigator for MarineGEO. Texas A&M University at Galveston students and faculty package samples collected on the beach to take to campus for study in the Benthic Ecology Lab. Credit: TAMUG Division of Marketing and Communications“One third of the world’s ice-free coastlines are made of sandy beaches, and they go from pole to pole,” Corte said.However, despite their abundance and place as one of the most accessible coastal ecosystems for college-level education and research, they remain critically understudied.The Tides of Opportunity Project recognized that accessibility makes sandy beaches uniquely suited for engaging professors and students, including those with limited resources.“Any students can do sandy beach research,” Corte said, encouraging instructors to help students take a break from typing questions into artificial intelligence tools and embrace opportunities to do real science. “Providing this hands-on experience is something unique.”Tides of Opportunity Project goals include:Training a cohort of professors from across the Americas in standardized sandy beach monitoring methods; Equipping participating faculty with classroom modules, field tools, and multilingual teaching materials; Expanding MarineGEO with new monitoring sites focused on the implementation of long-term sandy beach monitoring; Strengthening hands-on, college-level learning experiences; And cultivating interest, learning, and efficacy in science among college-level students.By the end of this week, workshop participants plan to have a final version of the protocol and associated course modules that we can share with professors shortly after the workshop ends to then test with their students in courses that take place between September 2026 and February 2027.The scheduleDay 1: Tuesday, Aug. 18Location: Aggie Special Events Center (ASEC), Rooms 102 B and C, Texas A&M University at Galveston 8:30 – 9 a.m. Breakfast9 – 9:30 am Welcome and brief group introductions9:30 – 10 a.m. Introduction to Tides of Opportunity Project, Design Workshop, MarineGEO, and the Connecting Coastlines to Campuses Program (presentation)10 a.m. – 1 p.m. Introduction to workshop participants and project coordination team (presentations by each participant)• Brief lunch break from 12-12:30 p.m.1 – 3 p.m. Discussion about why collaborative science matters (presentation and interactive group discussion)3 – 4:15 p.m. Introduction to sandy beaches (presentation and group discussion)Day 2: Wednesday, Aug.19Location:• Morning sessions: ASEC Rooms 102 B and C, Texas A&M University at Galveston • Afternoon sessions: Corte’s field site (location available upon request)8:30 – 9 a.m. Breakfast9 a.m. – noon Prep for fieldwork (presentation and interactive group discussion)• Finish conversation about importance of studying sandy beaches• Go through sandy beaches monitoring protocol and field sheetsNoon – 12:45 p.m. Lunch12:45 – 1:30 p.m Prep for field (including driving to the field site)1:30 – 5:30 p.m. Fieldwork & bring samples back to TAMUGDay 3: Thursday, Aug. 20Location:• Breakfast: ASEC Rooms 102 B and C, Texas A&M University at Galveston • Fieldwork: Guilherme’s field site (location available upon request)• Lab/afternoon sessions: TAMUG lab (location available upon request) and ASEC Rooms 102 B and C8:30 – 9 a.m . Breakfast9 – 11 a.m. Return to field• Shorter field trip – recovering samples left out overnight11 a.m. – noon Lab work12 – 12:45 p.m. Lunch12:45 – 2:45 p.m. Continue lab work3 – 5 p.m. Discuss with professors the feasibility of implementing protocol in their courses and where might need to make changes (discussion)Day 4: Friday, Aug. 21Location: ASEC Rooms 102 B and C, Texas A&M University at Galveston 8:30 – 9 a.m. Breakfast9 a.m. – noon Group Discussion• How to evaluate student learning and engagement• Course modules• Next steps
Bills president says new grass field held up well in preseason opener
The grass field showed signs of wear and tear before, during and after Buffalo’s preseason-opening 29-14 win over Carolina on Saturday.
J.J. McCarthy Gets Encouraging Message Before Vikings-Ravens Game
The Minnesota Vikings have already named Kyler Murray their starting quarterback. After that decision, it looked like J.J. McCarthy would settle into the QB2 role. However, one prominent sports media member isn’t giving up on McCarthy being a starter in Minnesota or the NFL.During McCarthy’s time out on the field in the 13-10 preseason opener […] The post J.J. McCarthy Gets Encouraging Message Before Vikings-Ravens Game appeared first on HEAVY.
A therapy that “rewrites” childhood memories can ease fear of failure
Childhood criticism can leave people carrying a fear of failure long into adulthood, but new research suggests those emotional patterns may be surprisingly flexible. Young adults who revisited painful memories through imagery-based therapy showed lasting reductions in fear, guilt, sadness, and stress.
Philips recalls Cardiac Workstation systems due to software issue—users urged to follow new guidance
These systems do not need to be returned to the manufacturer. However, users are urged to follow specific instructions to avoid any issues.
Scientists put tiny backpacks on crayfish
However, keeping tabs on these four-inch-long freshwater creatures can get a bit sticky.
Firefighters respond to blaze at Howell meat market, business remains open
A fire was discovered early Monday at a storage barn behind Great Lakes Custom Meats and More in Livingston County.
Flutter Entertainment (FLUT) Swings To Loss And Cuts Outlook, Is It Still Below Fair Value?
Flutter Entertainment (NYSE:FLUT) is under closer scrutiny after its latest earnings release showed a move from profit to loss, accompanied by lower 2026 revenue guidance and a planned CEO change later in the year. See our latest analysis for Flutter Entertainment. Flutter Entertainment's recent earnings miss, lower 2026 revenue guidance and move to a sole New York listing have coincided with a 1 day share price return of 3.14% and a 7 day share price return of 7.57%. However, the year to...
Ebola outbreak in Congo becomes deadliest in country's history
The Ebola outbreak in Congo has killed 2,325 people, government data showed, surpassing the toll from the 2018-2020 outbreak.
Insurance premiums, copays top Americans’ list of healthcare gripes
A new survey from the nonprofit research group the Commonwealth Fund found that the cost to access healthcare was the top concern across political divides. Americans do disagree, however, on how to solve the problem.
In control, Guadalajara beat Santos for another AP26 win
Guadalajara made the most of the superiority it showed on the field at TSM and claimed a 1-0 win over Santos on Matchday 4 of the 2026 Apertura. With this victory, the Rojiblancos picked up 3 importan...
J.J. McCarthy Gets Concerning Take Before Vikings-Ravens Preseason Game
The Minnesota Vikings have already determined their starting QB to be Kyler Murray. After making that decision, it appeared that J.J. McCarthy would be QB2; however, that might not be set in stone with two preseason games left. Minnesota will host the Baltimore Ravens on Aug. 22 at U.S. Bank Stadium, and Judd Zulgad of […] The post J.J. McCarthy Gets Concerning Take Before Vikings-Ravens Preseason Game appeared first on HEAVY.
Michigan Predicted To Be Country's 'Biggest Underachiever' In 2026
The college football season is not expected to be kind to the Michigan Wolverines in 2026. Michigan is expected to open the 2026 college football season ranked inside the top 15. The Wolverines return quarterback Bryce Underwood and other talent on offense and defense. However, the Wolverines will ...
Aboard the USS Abraham Lincoln, where hardship and resilience share quarters
Three days onboard the Lincoln, and dozens of conversations with sailors — both officers and enlisted — showed me something messier and more nuanced than what recent headlines suggest: genuine hardship alongside genuine resilience.
Researchers Use Ordinary WiFi Connections to Create Images of Nearby People and Their Surroundings
Science Daily reports: Researchers showed that unencrypted signals routinely exchanged between WiFi devices and routers can be used to create radio-based images of people and recognize them within seconds. In tests involving 197 participants, the system identified individuals with nearly 100% accu...
Waymo is taking a bite out of rideshare. Driver impact is hard to see.
Waymo's share of gross bookings in SF, LA, and Phoenix are in the high teens, data showed. Experts say the impact on drivers is still murky.
Panthers' Premier Free Agent Additions Shine in Preseason Loss
The Carolina Panthers took the field on Saturday for the second time this preseason. The Panthers had a nice showing in the Hall of Fame Game, taking down the Arizona Cardinals. Saturday's matchup against the Bills, however, was not as positive for the Panthers.
First Half Recap: Seahawks lead Cowboys 7-3
Seattle led Dallas 7-3 at the half, but Jalen Milroe and Mason Richman showed signs of improvement form last season.
Chargers Offensive Line Looked Formidable in First Preseason Game
The Chargers’ offensive line made a strong first impression in the preseason opener against the Texans. With the left guard competition still wide open, several players stepped up and showed why this group could be better than expected in 2026.
Los Angeles Dodgers Announce Shohei Ohtani Update During Brewers Series
The Los Angeles Dodgers have split the first two games of their four-game series against the Milwaukee Brewers. However, the story leading into Friday’s contest centered around superstar Shohei Ohtani throwing a bullpen session. He hasn’t pitched since before the All-Star break while dealing with a knee injury. Dodgers manager Dave Roberts spoke to the […] The post Los Angeles Dodgers Announce Shohei Ohtani Update During Brewers Series appeared first on HEAVY.
Bills beat Panthers 29-14 in preseason opener at new stadium
In Buffalo’s first game in its new $2.1 billion Highmark Stadium and first under new head coach Joe Brady, Allen showed his familiar elusiveness in completing a 9-yard touchdown to Keon Coleman to cap his second and final offensive series of the day.
Big Pivots: Ambition, affordability and the nexus of climate change politics
In Crested Butte, Republican voter registration barely breaks 5%. Given this political makeup, Crested Butte might seem like a strange venue for dissecting American polarization over climate change. The national pace of climate action, however,...
‘The New Simpsons Movie’ gets a sketchy 1st look from Disney
The Mouse House showed a rough sequence from the upcoming film during the studio's D23 showcase. Watch it now.
Bruce Willis makes rare appearance at daughter Tallulah's wedding
Bruce Willis showed up for his daughter Tallulah Willis's wedding as he navigates the progression of frontotemporal dementia.
Bruce Willis makes rare appearance at daughter's wedding
Bruce Willis showed up for his daughter Tallulah Willis's wedding as he navigates the progression of frontotemporal dementia.
Treasury Wine Estates profit slides as US business reset weighs on year
Luxury demand for Treasury Wine Estates brands such as BV, Frank Family and Daou showed resilience, but lower volumes, weaker margins and the U.S. supply chain overhaul pressured fiscal-year results.
Six Flags Entertainment (FUN) Following Wider Losses Is The Fair Value Case Still Intact
Six Flags Entertainment (FUN) has drawn fresh attention after reporting second quarter 2026 results that showed lower revenue and larger net losses compared with the same period a year earlier. See our latest analysis for Six Flags Entertainment. Following the results, Six Flags Entertainment’s share price has moved to $16.68, with a 1-day share price return of 1.46% and a 7-day share price return of 5.90%. However, the 90-day share price return is down 21.76% and the 1-year total shareholder...
Bengals’ 2nd-Round Pick Makes Immediate Impact in Preseason Debut
The Cincinnati Bengals have heard good things about Cashius Howell throughout training camp.On Thursday night, their top pick in the 2026 NFL Draft gave them something to evaluate in a game.Howell recovered a botched handoff at the Detroit Lions’ 7-yard line during the second quarter of Cincinnati’s 16-14 preseason victory. The turnover quickly became points […] The post Bengals’ 2nd-Round Pick Makes Immediate Impact in Preseason Debut appeared first on HEAVY.
Dan Campbell Provides Clarity on Ennis Rakestraw’s Injury
One of the biggest concerns coming from the Detroit Lions preseason opener was the injury to third-year cornerback Ennis Rakestraw. Rakestraw has a track record of injuries, and it did not look good in the initial review.Rakestraw immediately went to the locker room, and his night was done from there. However, Campbell noted that the […] The post Dan Campbell Provides Clarity on Ennis Rakestraw’s Injury appeared first on HEAVY.
Steelers Reveal Quarterback Plans Against Packers
Green Bay Packers fans are not only excited for the preseason opener because it is the return of football. It is also the reunion of their Super Bowl-winning head coach Mike McCarthy and quarterback Aaron Rodgers on the sideline, playing against the Packers with the Pittsburgh Steelers. However, while reports earlier in the summer were […] The post Steelers Reveal Quarterback Plans Against Packers appeared first on HEAVY.
Hometown entertainment: Weekend events Aug. 15-16
Sara Evans performs in Rocky Mount Friday night — plus a car show, heritage festival, free art event and meteor shower watch this weekend
AI needs science’s search history
“Actually, that’s where the gold is,” said Alasdair Russell, my graduate school friend who leads a pre-clinical genome editing group at Cambridge. He was talking about the winding road of science that is omitted from published papers. “When you’re discussing how to do the experiment, and why this way is better than another way, and what does the data really mean? I know what it shows, but what does it mean?” At RAAIS 2026, he described how his group has begun logging the twisting path of discovery as it happens, recording the verbal and written exchanges that normally disappear. Ideas become nodes in a living graph: they branch when a meeting produces two plausible experiments, merge when separate lines of evidence converge, and go dark when someone quietly stops pursuing them. In his implementation, one agent scores novelty, while another tries to learn “how scientists think and how they navigate through a complex world of data,” so that high-potential nodes can trigger deeper investigation. As frontier AI labs deploy agents toward scientific discovery, giving AI authentic scientific taste remains a trillion-dollar dilemma. The bottleneck is that the record we have kept for centuries of science might be insufficient to get us there. The experiments that never make the paper Peter Medawar, 1960 Nobel laureate and “father of transplantation,” asked in 1963 whether the scientific paper was a fraud, and answered yes: the form of the paper misrepresents the thinking that produced it. Sixty years on, the diagnosis is unchanged. A paper presents a clean progression from hypothesis to result to conclusion. Lost along the way are the unconventional theories, the abandoned or unaffordable methods, and the underwhelming and inconclusive data. It reads like a browser history with every dead end deleted: the ten open tabs, the four rephrased queries, the wrong turn down a subforum. All scrubbed, leaving one clean path from question to answer as the canonical path. What has changed since then is that the discarded material is now worth something. No high-impact journal wants these artifacts, but raw trial and error is the most likely source of the training data required to develop scientific intuition, or what researchers call taste. Earlier attempts to capture the discards were motivated by scientific integrity. The Journal of Negative Results in Biomedicine launched in 2002 to publish rigorous studies that disputed established models or exposed ineffective treatments. Its archive preserved negative conclusions after they had become papers, rather than the live alternatives and arguments that produced them. BioMed Central closed it in 2017, saying the mission had been served now that other journals publish null results. A less generous reading is that in fifteen years it published around 200 papers because almost nobody wants to read a negative result, let alone write one up when it will not count toward academic tenure. AI models are different. Even an uninteresting negative result can be useful, provided it is labeled. Earlier this year, Anthropic put a version of this to the test. The company pulled 129 decision points from real Claude Code sessions between January and March 2026, showed models the work up to a human detour, and asked what should happen next. Claude Mythos Preview beat the human choice 64% of the time, while Opus 4.5 managed 51%. The comparison was tilted toward the models because Anthropic deliberately chose moments where the human decision had room for improvement. On 127 further scenarios where the human action was already strong, the models improved on it only about 20% of the time. The study was possible because Anthropic’s researchers work inside a tool that logs by default. The reasoning, detours and outcome are produced in the same working environment. Biology has no equivalent. Its reasoning happens in hallways, at benches, in Slack threads and on whiteboards, while the outcome arrives weeks later somewhere else. The record has to emerge from the work itself. Ask scientists to reconstruct it afterwards and we’ll create another polished account. Subscribe A log is not a label Before any of this becomes training data, a negative result has to say what failed. The first paper published in the Journal of Negative Results in Biomedicine examined 234 negative studies across five leading medical journals. Only 30% discussed statistical power, and half clearly defined a primary outcome. Tell a model an experiment failed, without telling it whether the assay was underpowered, a reagent had degraded, or the hypothesis was simply wrong, and it will learn noise with confidence. Decision histories have a second missing label too. When a lab considers five experiments and runs one, only the chosen branch returns an outcome. The other four are experimental counterfactuals. Researchers call this the selective labels problem: the data reveal results only for the actions someone chose to take. Such a record can teach a model to imitate a lab’s taste, but it cannot establish that the taste was good. It also smuggles local constraints into general lessons. A lab that never ran cryo-EM because it did not own a microscope teaches a model that cryo-EM is rarely the right call. Alasdair’s nodes preserve the candidate set, which is the necessary first step. To be useful, each decision record needs six fields: The evidence available at that moment, and nothing that arrived later. The candidates considered, including the ones dismissed in a sentence. For each candidate: the expected result, the confidence attached to it, and the cost in time and money. The route chosen, and the reason. What happened next. How the evidence changed the scientist’s view. These must be timestamped before the outcome, because hindsight turns uncertainty into inevitability. Disagreement also has to survive. Averaging three scientists into one clean rationale reproduces exactly the information loss we are trying to fix. But there is an obvious failure mode here. Once decisions are logged and scored, people log for the record post-facto. Anyone who has watched an electronic lab notebook fill up with retrospective tidying knows how quickly a research tool becomes a compliance exercise. A record that costs a scientist ten minutes of honest reflection per decision is worth far more than one that costs an hour of performance. A publication initiative called Registered Reports offers a useful starting point. Here, researchers submit their rationale, methods and analysis plan for peer review before the data exist, and the journal commits in principle to publish if they follow the approved plan. Nature has now expanded the format across every field it covers. This approach to paper writing timestamps intent before the outcome, but it freezes one plan. A useful search history must also preserve how the plan changed, which alternatives were rejected, when, and on what evidence. Subscribe Run the runner-up Autonomous labs show what happens when decisions and outcomes are connected in a loop. Liverpool’s mobile robotic chemist ran 688 experiments over eight days in a ten-variable formulation space. A batched Bayesian search used each result to choose the next experiments and found photocatalyst mixtures six times more active than the starting formulations. Every completed experiment changed what the system did next. The robot optimized within a goal and search space that humans had already chosen. It did not decide which scientific question mattered. So what this work demonstrates is narrower, but still useful: a search history pays off when the options return standardized outcomes quickly. Open-ended biology is harder because branches can take weeks and the discarded alternatives may never be run. Some exploration therefore has to be bought. Where two branches are plausible and the stakes justify the cost, a lab should sometimes run the runner-up. Otherwise the record captures what today’s scientists usually chose and stays silent on what they systematically overlooked. A funder could ring-fence a small fraction of a grant for the branch not taken, provided that the decision record and the outcome are both deposited. That costs money, but so does having every lab rediscover the same abandoned path. Test whether taste transfers When it comes time to evaluate if our new AI system exhibits taste, the comparison should run across laboratories and fields. At selected decision points in a live research campaign, we should freeze the six fields: the evidence, the candidates, expected results, confidence, costs and the choice made. Experts then rank the options before the outcomes are known, and those outcomes are checked independently later. We could give models one of two diets - papers alone, or papers plus decision histories - and ask them to rank the next experiment on unfamiliar projects. Then, we score information gained per dollar and week, calibration, and how quickly weak branches are abandoned. If histories improve choices only inside the lab that produced them, they amount to useful organizational memory. If they improve choices on unfamiliar problems elsewhere, Alasdair’s group will have captured something science has never managed to write down: a transferable record of taste. Until that happens, a scientific search history is a promising record, not yet a training set.
Cowboys news: Dallas showed improvements in key areas vs Rams
Here is today's Dallas Cowboys news
Jayden Daniels feels ‘profoundly disrespected’ by LSU
Washington Commanders star quarterback Jayden Daniels emerged as a legitimate superstar with the LSU Tigers, blossoming into the eventual No. 1 overall pick and a Heisman Trophy winner. However, there now seems to be a major rift between Daniels and the program. The superstar quarterback is now reportedly refusing to allow LSU to use his…
Hong’s Defeat in Wisconsin Sparks New Disagreements Within Democratic Party
Some Democrats said the outcome showed that the moderate wing of the party carried more electoral weight, while Ms. Hong’s strong showing gave some progressives hope.
Birth order linked to 150 health conditions in study of 10 million American siblings
First-born children showed higher rates of autism, ADHD and food allergies, while second-born siblings faced more substance use disorders and migraines.
Shopify Inc. (SHOP) Soars as Jim Cramer Applauds AI-Driven Business Formation
Software platforms faced selling pressure due to concerns that generative AI tools would replace traditional software architectures. However, Shopify Inc. (NASDAQ:SHOP) broke away from sector headwinds after second-quarter financial results showed AI tools driving business formation rather than displacing its e-commerce infrastructure. Because Shopify serves small and medium-sized businesses requiring turnkey checkout, payment processing, and […]
Bay Area science centers to host eclipse, meteor shower events
Bay Area science institutions will host events for people interested in today's total solar eclipse and the Perseid meteor shower.
Wisconsin primary offers mixed signals for Democrats, and other election takeaways
David Crowley’s win by less than a percentage point over state Rep. Francesca Hong, a democratic socialist, showed neither side of the party debate was winning the argument convincingly.
Inflation cooled in July but remained elevated as Fed weighs rate hikes
The Labor Department released the consumer price index (CPI) for July which showed that inflation cooled, even as the pace of price growth remained elevated.
Oil rises as doubts over US-Iran deal heighten supply concerns
Oil prices rose on Wednesday morning as doubts about a U.S.-Iran peace deal and attacks on two ships fuelled concerns about Middle East supply disruptions, even as industry data showed U.S. crude inventories expanded.
Japan business mood rises as semiconductor boom lifts manufacturers: Reuters poll
Japanese business confidence improved in August as manufacturers benefited from robust semiconductor demand while non-manufacturers were supported by strong domestic consumption, the latest Reuters Tankan survey showed.
ND Expert on democracy: Can better civics education restore voter dissatisfaction over political corruption?
This summer, America celebrated the 250th anniversary of the signing of the Declaration of Independence, widely recognized as the formal founding of our nation and one of the early stages of establishing a democratic government. Over the past two decades, however, democracies all over the world have struggled with a lack of clear support. Democracy scholars have referred to these challenges as evidence of backsliding, a phenomenon that has many political and social scientists concerned, including Notre Dame development economist Enrique Seira Bejarano.
The AI takeover of mathematics has begun
OpenAI showed that AI can tackle long-standing problems in mathematics. Experts are excited about the possibilities — and worried about what comes next for their field.
The U.S. Healthcare System is Already Mostly Socialized
Now that Abdul El-Sayed is the Democratic nominee for Michigan’s open Senate seat, the outcome of this crucial race will depend mainly on two things: Whether Republicans succeed in demonizing El-Sayed because he’s brown and a Muslim, and whether they succeed in demonizing him as a left-wing radical. I will defer for the now the question of whether bigotry will be effective this year, although I will address it another day. What I want to address instead is El-Sayed’s signature issue — healthcare. Yes, El-Sayed advocates Medicare for All, a position the usual suspects denounce as “socialism.” I will get to the politics of his stance soon. Today, however, I want to talk about the substance. We should be clear that El-Sayed doesn’t even call himself a socialist. On the contrary, he explicitly disavows the label, saying “I’m a capitalist who just knows about capitalism”. In fact, as I explained in a previous post, the policies that El-Sayed advocates qualify him as a social democrat, not a socialist. Still, El-Sayed advocates a system under which the government would pay almost all medical expenses. Isn’t that socialism? Well, if that is the criterion then much of U.S. healthcare is already socialist. In fact, the government’s role is so large that U.S. healthcare is better described as partially privatized socialism than as anything resembling a free market. Let’s start with the raw numbers on health insurance, which pays the bulk of Americans’ medical expenses. Americans receive health insurance either from private companies or from public programs, overwhelmingly Medicare and Medicaid. Here’s what the breakdown of coverage and spending between private and public looked like in 2024: While a majority of Americans with health insurance get it from private companies, well over 100 million of us are covered by government programs instead. And these government programs pay more total dollars for medical bills than the private insurers do. Why do government programs that cover a minority of the population account for a majority of health insurers’ outlays? Mainly because Medicare covers seniors, and we’re expensive. Also, while Medicaid covers many younger Americans, disabled and elderly beneficiaries account for most of its spending. Even by the raw numbers, then, U.S. health insurance looks as much public as private. But that understates the government’s role: Private health insurance in the U.S. is both highly regulated and heavily subsidized. This is obviously true for the insurance coverage purchased by tens of millions of Americans through the exchanges established by the Affordable Care Act. But employment-based health insurance, which covers 161 million Americans, is far more of a government creation than most people realize. For employment-based insurance exists largely because of huge implicit government subsidies that come with major strings attached. Here’s how that works. If your employer pays you $10,000, that’s taxable income. But if your employer pays $10,000 toward a company health insurance plan that meets certain criteria, it isn’t taxable. That’s a huge effective subsidy, running at more than $300 billion a year. Take that subsidy into account, along with the more than $100 billion per year spent subsidizing policies purchased under the ACA, as well as the outlays on Medicare and Medicaid, and net effect is that the government pays for more than two-thirds of Americans’ health insurance. Granted, there are strings attached. Roughly speaking, employment-based health plans can’t discriminate based on medical history — that is, they can’t deny coverage to employees with pre-existing conditions — and they also can’t offer the plans only to highly compensated employees — a health plan that is only for the C-suite is considered taxable income. So given the restrictions of the federal tax code, employer-based health insurance is a lot like Obamacare, which also prohibits discrimination based on medical history and provides subsidies to make insurance affordable to lower-paid workers. The fact is that virtually all of private healthcare insurance is already well under some form of government control through regulation and tax subsidies. How should we think about this system? First of all, is Medicare socialist? Don’t tell anyone, but the way Medicare operates — it covers every senior’s medical expenses, whatever they turn out to be, while being funded by taxes that depend on one’s income — could be summarized by the old Marxist slogan “From each according to his ability, to each according to his need.” And back in 1961, when Ronald Reagan was the face of a last-ditch effort by the American Medical Association to block the creation of Medicare, he denounced Medicare as “socialized medicine” and warned that it would destroy our freedom. In reality, American freedom survived until Jan. 20, 2025, while Medicare is immensely popular, with an 82 percent favorable rating in the most recent KFF survey. Medicaid, government health insurance for lower-income Americans, comes in at 73 percent. This is in sharp contrast to public views about private insurers, who are widely disliked if not hated and accused of denying essential care. Furthermore, if Medicare is socialism, then the whole U.S. health insurance system, with the government paying most of the bills and placing conditions on private insurers, is almost equally socialist. If you insist on calling any program the government pays for and regulates socialist, then U.S. healthcare would best be described as a partially privatized form of socialism. And one must ask, what is the point of the part that is privatized? Do private insurers add anything positive? Or are they simply parasites, skimming off money that could have been paying for care? The case for viewing insurers as parasites is strong. Many Medicare benefits are now delivered via Medicare Advantage, that is, plans paid for by the government but run through insurance companies. MedPAC, an independent advisory commission, estimates that last year Medicare Advantage plans were overpaid by $84 billion, thanks to practices such as “upcoding,” in which patients’ health problems are overstated to get larger sums from Medicare. Assessing the waste from employer-based insurance is harder, but most evidence suggests that private insurers have substantially higher administrative costs than Medicare does. Furthermore, the complexity of private insurance, with multiple payers all trying to deny care when they can, is a huge burden both on providers — doctors, nurses, and hospitals — and on patients. What do private insurers offer to compensate for these costs? One must go through intellectual contortions to avoid the conclusion that they are, in fact, parasites. Which brings me back to El-Sayed. In supporting Medicare for All, he’s basically calling for an end to the partial, parasitic privatization of a healthcare system that is already hugely dependent on public funding. When one looks at it that way, it’s not at all a radical proposal. Admittedly, the political lift requires overcoming the opposition to higher taxes to pay for Medicare for All. Political realism rather than economics was the reason I and many other progressives supported Obamacare, with all its complexities, rather than demanding an immediate move to Medicare for All. But the political calculus may very well have shifted since the 2000s, as Americans are fed up with a system of unaffordable premiums, rampant claim denials, and byzantine claim administration. Moreover, funding healthcare insurance through taxation would allow for a much more progressive distribution of the cost. That is, compared to the present system, middle-income households would pay less as high-income households would pay more. And the U.S. would stop wasting large sums on pointless administrative costs. So let’s be clear: El-Sayed’s healthcare platform is perfectly reasonable on the merits of cost, fairness and health efficacy. And with private insurers never more hated, while millions of Americans are losing their health insurance, 2026 may be its time. MUSICAL CODA
The Perseids Meteor Shower Is Peaking. Here’s How to Watch.
The Perseids will be most active on Wednesday into Thursday morning, on the moonless night after a total solar eclipse.
UFC President Dana White Open to Creating Women’s BMF Title
UFC president Dana White said that he is open to creating a women’s BMF title for some of MMA’s best women’s fighters to compete for.The UFC has a men’s BMF title, which is currently possessed by lightweight star Charles Oliveira, but there is no women’s BMF title.However, that could potentially change, as White said for […] The post UFC President Dana White Open to Creating Women’s BMF Title appeared first on HEAVY.
About a quarter of the Netherlands now sits below sea level, and the obvious explanation is that the sea rose. However, researchers who reconstructed the past thousand years of the Dutch coastal plain concluded the opposite — much of the land came down to meet the water
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Ernst Names Small Business of the Week, Lone Arranger
Read the release on Sen. Ernst's website HERE. Throughout this Congress, Chair Ernst plans to recognize a small business in every one of Iowa’s 99 counties. RED OAK, Iowa – U.S. Senator Joni Ernst (R-Iowa), Chair of the Senate Small Business Committee, today announced her Small Business of the Week: Lone Arranger of Adams County. Throughout the 119th Congress, Chair Ernst plans to recognize a small business in each of Iowa's 99 counties. "Lone Arranger has been in full bloom in Adams County for more than 28 years,” said Chair Ernst. "One bouquet at a time, Jessica has created beautiful arrangements for countless occasions – from displays for Governors Chet Culver and Terry Branstad to serving as a longtime vendor at the Adams County Fair. Lone Arranger is beloved for its high-quality products and attentive customer service, all stemming from hard work that has not gone unnoticed." Lone Arranger got its start as the “Flower and Garden Center” founded by Dale and Caroline Jackson out of their home. Over the years, the business passed into the hands of Larry and Sherry Archer, followed by Ros and Darlene Peterson. In 1999, Jessica Wilson purchased the shop after completing two internships there and earning a degree in floriculture from Kirkwood Community College. Today, under Jessica’s leadership, Lone Arranger has continued to grow its presence both locally and beyond. The shop contributed to the award-winning Rain Bird float featured in the 2010 Tournament of Roses Parade and has provided decorations for community organizations and events, including the Adams County Chamber of Commerce. The florist is cherished by Iowans for its versatility to cater to all events, including proms, weddings, and baby showers. Jessica’s “Operation Dream Closet” helps high schoolers in need access free prom attire through donations and has made an exceptional difference in the local community. Stay tuned as Chair Ernst continues to recognize outstanding Iowa small businesses with her Small Business of the Week award. ###
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Forgotten Cowboys QB is Quietly Winning Position Battle
The position battles at Dallas Cowboys training camp are only going to get more intense as the weeks go on.One that is sparking interest from the fan base is the QB2 battle behind Dak Prescott. Joe Milton III and Sam Howell have been in a very close race through two weeks.With not much separating Milton […] The post Forgotten Cowboys QB is Quietly Winning Position Battle appeared first on HEAVY.
Is Accel Entertainment (ACEL) A Bargain As Earnings Growth Lifts Valuation Hopes?
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Leaving NYC showed me how different successful families can look
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For decades, we were told to choose low-fat dairy. New research says otherwise
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Lakers' Austin Reaves' future in limbo after Walker Kessler's blockbuster trade, says NBA insider
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Wine, beer, or spirits? Massive study finds a surprising health divide
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Bengals' Cashius Howell: Impressing early in camp
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Fantasy Expert Makes Bold Prediction for Rising Packers WR
Matthew Golden is one of the most polarizing players in fantasy football this year. However, Hayden Winks of Yahoo Sports has a bold prediction that should have Green Bay Packers fans excited about the second-year wide receiver.The fantasy analyst sees Golden finishing the year as one of the 40 best wide receivers in fantasy football. […] The post Fantasy Expert Makes Bold Prediction for Rising Packers WR appeared first on HEAVY.
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Cutting sweet foods doesn’t curb cravings or improve health
Changing how much sweet-tasting food people eat may not change how much they crave or enjoy sweetness after all. In a six-month trial, researchers found that people assigned to high-, low-, or average-sweetness diets showed no meaningful differences in their preference for sweet foods, body weight, or markers linked to diabetes and heart disease. Many participants also drifted back toward their previous eating habits once the trial ended.
Cutting sweet foods doesn’t curb cravings or improve health
Changing how much sweet-tasting food people eat may not change how much they crave or enjoy sweetness after all. In a six-month trial, researchers found that people assigned to high-, low-, or average-sweetness diets showed no meaningful differences in their preference for sweet foods, body weight, or markers linked to diabetes and heart disease. Many participants also drifted back toward their previous eating habits once the trial ended.
NFL Exec Thinks Bills Could Explore Blockbuster $27 Million Trade
The Buffalo Bills put together a strong all-around NFL offseason. Heading into the 2026 NFL season, they are once again viewed as a team who could make a run all the way to the Super Bowl. Over the last few years, Josh Allen and company have had those same expectations. However, they have come up […] The post NFL Exec Thinks Bills Could Explore Blockbuster $27 Million Trade appeared first on HEAVY.