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Results for " Helped " 1,282 found 🔀 AI-powered Shuffle

Who Is the Best NFL QB After Week 4?

Brock Purdy has strengthened his case as one of the NFL’s best quarterbacks following an impressive start to the 2026 season. The San Francisco 49ers signal-caller has delivered consistent production despite questions about whether he belongs in the same conversation as the league’s established elite. Purdy’s performance through the first four weeks has helped elevate […] The post Who Is the Best NFL QB After Week 4? appeared first on Gridiron Heroics.

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Oct 12 • 3:39 PM EDT • Sports • sports.yahoo.com
Spotlight AZ: Sundt

From transportation and water infrastructure to advanced manufacturing facilities, Sundt Construction has helped build Arizona’s economy since 1929. Headquartered in Tempe, the 100% employee-owned company is investing in new facilities, workforce training and technologies to support the state’s next chapter of growth. In this Chamber Business News Spotlight, Sundt’s Alex Charland discusses the company’s new […]

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Oct 12 • 3:32 PM EDT • Business • chamberbusinessnews.com
Share How the TODAY Show Has Helped You on Your Health Journey

For the 75th anniversary of the show, we’re highlighting TODAY fans who saw something on the show or TODAY.com and used it to improve their health.

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Oct 12 • 12:45 PM EDT • Health • today.com
ISG names Sioux Falls leader as next CEO

A leader who helped grow ISG's presence in Sioux Falls has been named the firm's next CEO.

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Oct 12 • 10:06 AM EDT • Business • siouxfalls.business
Unlike Sony, Nintendo Exec Says Switch 2 Maker Has No Plans To Abandon Physical: 'We Know How Much Fans Enjoy It'

Game key cards have helped the company bridge the divide

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Oct 12 • 9:45 AM EDT • Technology • kotaku.com
John Stamos Celebrates Beach Boys’ Mike Love’s Return Amid Health Issues

The singer's son, Christian Love, also helped him to the stage for his first concert amid 'serious health challenges.'

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Oct 12 • 9:37 AM EDT • Health • yahoo.com
John Stamos Celebrates Beach Boys' Mike Love's Stage Return Amid Health Issues

The singer's son, Christian Love, also helped him to the stage for his first concert amid 'serious health challenges.'

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Oct 12 • 9:37 AM EDT • Health • tvinsider.com
DNA and vehicle-tracking help French investigators recover stolen Renoirs and makes arrests

DNA left on a painting cover has helped investigators recover two stolen Renoirs and uncover plans for another heist, according to a French prosecutor | WWJ Newsradio 950

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Oct 12 • 9:12 AM EDT • Entertainment • audacy.com
DNA and vehicle-tracking help French investigators recover stolen Renoirs and makes arrests

DNA left on a painting cover has helped investigators recover two stolen Renoirs and uncover plans for another heist, according to a French prosecutor | WBBM Newsradio 780 AM & 105.9 FM

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Oct 12 • 9:12 AM EDT • Entertainment • audacy.com
DNA and vehicle-tracking help French investigators recover stolen Renoirs and makes arrests

DNA left on a painting cover has helped investigators recover two stolen Renoirs and uncover plans for another heist, according to a French prosecutor.

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Oct 12 • 9:12 AM EDT • Entertainment • news4jax.com
Commentary: Andrew Bailey is back in Missouri and talking like a candidate

Andrew Bailey is back in Missouri after leaving the FBI, railing against Jefferson City insiders who helped build his political career.

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Oct 12 • 6:50 AM EDT • Politics • missouriindependent.com
Joe Burrow calls Bengals’ Perine ‘Mr. Reliable’ after Dolphins win

Joe Burrow praised Samaje Perine as “Mr. Reliable” after the veteran running back helped the Bengals beat the Dolphins.

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Oct 12 • 5:31 AM EDT • Sports • sports.yahoo.com
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Coravin Symposium gives sommeliers the business advice they need

Business events in the wine industry are thin on the ground, so when Coravin announced it was to host a day dedicated to providing commercial insights and support for sommeliers the expectations were high. Thankfully those hopes were well and truly met at a highly successful inaugural event held at London’s Savoy Hotel last week. The Buyer’s Richard Siddle was there to not only analyse what was said, but helped chair the opening session on how data is now central to how wine lists are being pulled together - which was typical of the commercially focused issues covered during this much needed and well received day. Here he shares his key takeaways from what will hopefully become an annual fixture in any leading sommelier’s diary.

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Oct 12 • 4:02 AM EDT • Business • the-buyer.net
Amazon's $7 billion Decart talks echo a deal that changed its cloud business

Amazon's 2015 acquisition of Israeli chipmaker Annapurna Labs helped lay the foundations for its in-house silicon business. Now, the tech giant is reportedly pursuing Decart, an Israeli AI startup whose technology can help AI models run more efficiently on chips, including Amazon's own Trainium processors.

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Oct 12 • 3:00 AM EDT • Business • calcalistech.com
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Chicago Bears Turnovers: 5 Giveaways Fuel 31-7 Packers Loss

Chicago Bears turnovers turned a divisional rivalry into a 31-7 defeat against the Green Bay Packers at Lambeau Field. Five giveaways helped Green Bay score 15 points, while Chicago managed just one touchdown. Tyson Bagent threw two interceptions, Case Keenum added another, and Rome Odunze and Keenum lost fumbles. Turnovers were only part of the […] The post Chicago Bears Turnovers: 5 Giveaways Fuel 31-7 Packers Loss appeared first on Stadium Rant.

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Oct 12 • 12:40 AM EDT • Sports • sports.yahoo.com
Billy Crystal reveals how Rob Reiner helped name his one-man show about losing home in L.A. wildfire

The title of Crystal’s new Broadway show, “860,” shares a special connection with the home he lost to the 2025 Palisades Fire.

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Oct 11 • 11:20 PM EDT • Entertainment • yahoo.com
The science, instinct and hard work behind Roosters’ success

Enter your email address to get each Tribune edition sent to your inbox Subscribe There’s a fair bit of unseen work that goes into winning an NRL premiership, dating back many months - just ask Simon Jones. The Sydney Roosters Head of Performance, who hails from Southland, has been in the thick of it. He played a lead role in guiding the 2026 champions through a marathon campaign that ended with a grand final win over the Newcastle Knights. The Roosters had to navigate the lengthy round-robin competition, including the pre-season, before playing through all four weeks of the finals series. It was a demanding stretch that tested the players and the staff responsible for keeping them on the field. “It is a hell of a beast, mate, to be honest,” Jones told The Roar Podcast. “There’s such a great group of staff there that know what they’re doing, and the boys are pretty professional.” Jones believed the Roosters managed the physical demands well, pointing to the health of the squad throughout the campaign and the decision to rest a significant portion of the playing group in the final round of the regular season. That call, made by head coach Trent Robinson and his coaching staff, proved valuable as the Roosters entered the finals with some energy in reserve. “We did finish the season physically where we needed to be, and we’d sort of had a pretty healthy squad all year,” Jones said. “To the team that do that, mate, mission accomplished, really.” It is the sort of work that often goes unnoticed when the spotlight falls on the players scoring tries and making match-winning plays, but Jones knows the cumulative effect of those decisions can be significant over a long season. After a win over Penrith had helped establish them as premiership favourites, losses to the Wests Tigers and Dolphins were followed by a defeat to the Panthers in the opening week of the finals. Rather than panic, the club refocused to position itself to challenge for the title. “The Tigers’ performance was probably the only one where you’re really quite disappointed because it’s hard to get to the top of the competition,” Jones told The Roar Podcast. “We had proof that we could; we knew what we needed to do. We just had to get back to that.” For Jones, the answer was not necessarily a radical change to the programme. It was about executing the basics consistently, both on the field and in preparation. “We just do the basics better than anybody else,” he said. “Whether that is actually the way you play the game or how you’re preparing, it’s just be really consistent, do the basics really, really well.” Like many professional sports teams, the Roosters are entrenched in sports science and performance data. The club has access to a range of information, including players’ sleep, GPS metrics and neuromuscular scores, helping staff assess how individuals are coping with training and competition. “We are very science-backed, and some people would say data-driven, but it’s people first,” he said. “The reason you collect all this data is to try and be the best for that person.” Jones said the club was also prepared to reconsider testing methods if they were not generating useful discussions or helping staff make better decisions. In an environment where technology is continually evolving, he believes experience and gut instinct remain important. “The data is no good unless you have conversations,” he said. “When you strip it right back, mate, trust the gut still and obviously, you know, just doing the basics really, really well.” The return of halfback Sam Walker provided a further example of the importance of individual determination and the work of the club’s medical team. Walker underwent ankle surgery late in the regular season, with his premiership campaign appearing in doubt. However, he was determined to return for the preliminary final. Jones said Walker was back at the training ground three days after surgery, walking freely enough to surprise those around him. While the surgeon’s work was crucial, Jones credited the halfback’s mindset as a major factor in the remarkable turnaround. “He was quite clear with Robbo after he got the surgery that he was going to make it back for the prelim finals,” Jones said. The Roosters’ performance programme also sits within a wider club culture that Jones believes is central to their success. Each season, players develop their own team mantra through a lengthy process facilitated by Robinson. It provides principles that the squad can connect to its actions on the field. Rather than simply carrying over the previous year’s wording after a successful campaign, the club repeats the process because the players’ ownership of it is what gives it meaning. “When it’s led, player-owned and player-led, mate, it’s really powerful,” Jones said. Get more from Logan Savory in the Substack app Available for iOS and Android Get the app Jones joined the Roosters in 2024 and said the environment had evolved as experienced players departed and younger members of the squad took on greater responsibility. Maintaining continuity in the club’s culture and preparation had helped the group navigate those changes. The premiership was a significant achievement for Jones, who acknowledged how difficult it was to win the NRL’s ultimate prize. However, he is already looking at how the performance programme can improve. “There’s still things within my role and things that I’d like to help improve at the club,” he said. For Jones and his team, the challenge now is to review the season, refine their systems and prepare for another campaign. The celebrations may have followed a memorable title win, but the work behind the scenes never really stops. The Southland Tribune is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe

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Oct 11 • 9:14 PM EDT • Science • southlandtribune.substack.com
CJ Stroud reveals how he helped Marvin Harrison Jr. get traded to Texans

The Ohio State connection is as strong as ever.

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Oct 11 • 8:58 PM EDT • Sports • sports.yahoo.com
The Beach Boys’ Mike Love returns to the stage despite ‘facing serious health challenges’

The 85-year-old was helped on stage by actor John Stamos, who shared an emotional message about his ‘musical hero and mentor’

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Oct 11 • 8:33 PM EDT • Health • theguardian.com
Green Bay record store celebrates 15 years in business

The owner of Rock N' Roll Land says that events like Record Store Day have helped his store continue to grow.

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Oct 11 • 6:55 PM EDT • Business • wbay.com
Green Bay record store celebrates 15 years in business

The owner of Rock N' Roll Land says that events like Record Store Day have helped his store continue to grow.

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Oct 11 • 6:54 PM EDT • Business • wbay.com
John Leguizamo says his ‘Miami Vice’ paycheck paid for 2 things that most ‘actors don’t have’

John Leguizamo, who made his TV debut on ‘Miami Vice,’ has revealed the two things that his first-ever paycheck helped him pay for.

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Oct 11 • 1:20 PM EDT • Entertainment • ew.com
They helped elect Gluesenkamp Perez. Now some won't vote for her

As Rep. Marie Gluesenkamp Perez faces a tight reelection race against GOP state. Sen. John Braun, some Democrats want to punish her, while others fear losing her seat.

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Oct 11 • 9:00 AM EDT • Politics • seattletimes.com
Lauree Ostrofsky celebrates 20 years inspiring Hudson Valley women

She started her coaching and consulting business Simply Leap in 2006 and helped found Hudson Valley Women in Business.

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Oct 11 • 6:00 AM EDT • Business • timesunion.com
Maple Leafs Get Telling Sergei Bobrovsky Reaction From William Nylander

As part of their monumental summer of change, the Toronto Maple Leafs brought in multiple new faces, including the likes of Nick Paul and Darren Raddysh from the divisional rival Tampa Bay Lightning, along with goaltender Sergei Bobrovsky, who had played the last seven years with the rival Florida Panthers. Of course, Bobrovsky had helped […] The post Maple Leafs Get Telling Sergei Bobrovsky Reaction From William Nylander appeared first on HEAVY.

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Oct 10 • 7:28 PM EDT • Sports • sports.yahoo.com
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Silicon Valley’s Dream City Has Crashed Into Small-Town Politics

A bitter standoff between tech-backed developers and local county leaders helped doom a $3-billion project at the edge of the Bay Area.

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Oct 10 • 7:00 PM EDT • Politics • wsj.com
Scientists may have found a clue to why octopuses are so smart

A University of Vienna study suggests the way octopus DNA is folded inside cells may have helped these animals evolve their remarkably complex brains.

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Oct 10 • 4:05 PM EDT • Science • yahoo.com
There Has Never Been a Better Time To Get Into Star Wars

Two great games have helped me see the light

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Oct 10 • 8:00 AM EDT • Technology • polygon.com
Mathematician Who Waited 50 Years for Proper Credit for Her Work Has Died

At the Los Alamos National Laboratory, Mary Tsingou Menzel’s computer programming helped set the stage for chaos theory and other fields.

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Oct 10 • 5:00 AM EDT • Science • nytimes.com
The captain from Bolton who helped with Titanic rescue

Arthur Rostron was the captain of RMS Carpathia when it received a morse code message from the ship.

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Oct 10 • 2:14 AM EDT • Technology • bbc.com
Friends of BrainHealth grants advance dementia prevention and brain health research

For nearly 20 years, the Friends of BrainHealth donor circle has helped turn promising ideas into innovative brain health research.

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Oct 9 • 10:40 PM EDT • Health • news-medical.net
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Sutter Health care model safely expands local Alzheimer's treatment

A multidisciplinary care model developed across Sutter Health helped general neurologists address a practical challenge facing health systems nationwide: how to safely offer newer Alzheimer's disease treatments in community settings to more patients.

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Oct 9 • 3:04 PM EDT • Health • news-medical.net
FBI arrests key suspect in major hack of agents’ data

The FBI arrested a man in Pennsylvania who officials say helped orchestrate a recent damaging hack that exposed sensitive data of current and former FBI personnel, according to two sources familiar with the matter.

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Oct 9 • 1:19 PM EDT • Politics • cnn.com
Gears of War: E-Day sells 230K copies

Gears of War: E-Day has sold 230K copies since its advance-access launch on October 1 and full release on October 6. Steam accounts for 168K of those, with Xbox (console and PC) selling 62K. But there’s more to this story, as Xbox makes up the bulk of revenue. E-Day is the best-reviewed Gears game in nearly two decades (and the best one ever made, in my opinion). The Coalition has made a banger here (it’s currently in my top 10 of the year). Despite E-Day’s undeniable quality, this is a soft result. And it’s down to the business model, really. E-Day has made $37M so far, thanks to the Premium upgrade On Xbox, Game Pass is cannibalising much of the premium revenue. Our estimates show that 1.7M folks accessed E-Day via their subscription rather than a copy. But Xbox is having it both ways – or having it halfway, at least – via its Premium Edition Game Pass upgrade. Game Pass subscribers could pay $30 (or their local equivalent) for up to five days of early access starting October 1. Our estimates show that of the 1.7M who accessed E-Day through Game Pass, 722K paid for the upgrade. Between the review embargo lifting on October 1 and the full release, E-Day managed to shift another 250K early-access upgrades – no doubt helped by the campaign’s rave reviews. So despite selling far fewer copies on Steam, Xbox accounts for almost three-quarters of the revenue (roughly $26M of the $37M, versus about $11M on Steam). So “230K copies” undersells the paying audience. Including the 722K upgrades, nearly 950K people actually paid something for E-Day. The $30 upgrade is a halfstep from cannibalisation, but will Xbox go all the way? While E-Day is a sublime game, these are soft numbers for a flagship when Xbox badly needs revenue wins. E-Day sold 62K copies on Xbox against 722K Premium upgrades, so for every one copy sold on Xbox, nearly 12 Game Pass upgrades were sold. The $70 premium SKU is – functionally – dead on Xbox. Normally you can’t see what a Game Pass player would have paid, because the game’s just there in the subscription. But the $30 early-access upgrade estimate shows that 722K people demonstrated they’ll spend real money on this game. In a world without day-one Game Pass, many of these folks would have bought E-Day at $70. They paid $30 for five days early access to something they don’t own. Xbox is, in effect, charging its most valuable customers the least, based on a hangover from a tried-and-exhausted strategy from a previous administration. Those 722K willing-to-pay players generated about $21.7M via the upgrade. If three quarters of this group – mostly US and European audiences – bought E-Day outright, that’s nearly $40M. Of course, Game Pass does bring in meaningful recurring revenue, and E-Day is adding value for hundreds of thousands of subscribers. However, Game Pass is no longer growing, so Xbox is at a crossroads. Xbox is reportedly looking to do a Netflix and bolt on an ad-supported tier to pad it further. But that will just set a new floor, and leadership keeps telling us the priority now is revenue growth, which is subscriber-speak for ARPU. Xbox has already pulled Call of Duty from day-one Game Pass after day-one inclusion hammered its sales, with new CoD titles now arriving on the service around a year late. We know that some Microsoft executives believe the service devalues games outright, and rumours (which Microsoft has dismissed so far, to be fair) suggest that day-one releases could be taken off Game Pass. Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe When a game this well-reviewed does this softly on its home platform, the model – not the game – gets brought into question. What else E-Day’s early adopters have played (including this month so far) Looking at E-Day‘s players on Xbox, most have played the franchise before (86% have played Gears 5, 76% Gears 4), and every game on the crossover list is either a shooter or a title from an Xbox-owned studio (though Game Pass is inflating those numbers, of course, more on that later): As for what else Xbox’s E-Day players have played this month, the top three are Fortnite (16%), Roblox (7%), and Call of Duty (6%). Another 5% played Minecraft Dungeons II, which is also on Game Pass and launched a couple of days before Gears‘ advance-access date. Many Game Pass players are happy to check out most big new additions. Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe Over on Steam, the top crossover games are also mostly shooters (slightly more PC-coded ones), including Space Marine 2, which was itself heavily inspired by Gears: Looking at what E-Day‘s Steam players are into this month shows who they are – as subscriptions don’t skew the data. The top three are Wardogs (13%), Deadlock (12%), and CS2 (10%), so you’ve got the restless shooter crowd checking out the new hotness. A little further down are Helldivers 2 and Space Marine 2, your co-op PVE shooter players who’ll feel right at home in Horde mode. Game Pass is skewing the playtime distribution on Xbox Looking at the playtime distribution in our platform, E-Day players on Steam are – relatively speaking – playing for longer: 54% of E-Day players on Xbox have played for five hours or less (versus 32% on Steam) 19% of Xbox players played for over 15 hours (versus 33% on Steam) 14% of Xbox players played for over 20 hours (22% on Steam) The absolute number of people playing for over 15, 20, and 50 hours is, of course, bigger on Xbox, thanks to the sheer volume of folks who came in through Game Pass (upgraders included). None of that is cause for alarm. Game Pass is the reason Xbox playtime skews lower, as when a game is free to try, people try it and bounce without putting in even an hour (17% under an hour on Xbox versus 6% on Steam). Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe The subscription brings in tourists alongside the committed, dragging down the average even when the game is excellent (but also perhaps winning over the uninitiated). It’s standard across every subscription-included title, on PS Plus too. Forza Horizon 6, for instance, had 11% of its Xbox players bounce under an hour, versus just 2% on Steam. So, Xbox’s crossroads So there we have it. Gears of War: E-Day is an incredible game whose revenues have been stifled by subscription inclusion and exclusivity. It’s the best-reviewed entry in the series in fifteen-odd years, but it still turned into one of the year’s softer flagship launches, not because players didn’t want it, but because Xbox’s own storefront gave its most willing buyers a reason not to pay. Which leaves Xbox at a crossroads. Will it keep making Gears games when the financial returns are this thin and the margins this low? And if it does, does the next one arrive off Game Pass at day one – the way CoD now does, or even on PlayStation? I think it should. Alright, back to E-Day for me! The last word Reply to this email – or reach out here – if you have any feedback for the newsletter – or want to request a game for us to cover. [Alinea Analytics boasts the most accurate PC and console estimates in the business. Game makers use our platform to understand their audience, keep an eye on the competition, monitor sales trends, and spot new opportunities. We equip game studios and financial institutions with accurate data and the confidence to make smarter, data-driven decisions. Want to talk about all things games market data? We’d love to chat!]

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Oct 9 • 11:49 AM EDT • Technology • alineaanalytics.substack.com
Scientists Find a Strange Chemical Loop That May Have Helped Life Get Started

A fragile sugar from space found a way to protect itself.

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Oct 9 • 11:00 AM EDT • Science • sciencealert.com
Scientists Find a Strange Chemical Loop That May Have Helped Life Get Started

A fragile sugar from space found a way to protect itself.

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Oct 9 • 11:00 AM EDT • Science • yahoo.com
Leak Details iPhone Features for Apple's LG Home Accessories

Smart home accessories that Apple reportedly helped LG develop could offer iPhone proximity controls and a way to begin setup before the devices have power, according to findings shared by the leaker known as "pdfu". The findings concern the upcoming LG-branded accessory range that Bloomberg revealed earlier this week. The lineup reportedly includes a thermostat, temperature sensor, deadbolt lock, wired video doorbell, and several security cameras.

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Oct 9 • 10:50 AM EDT • Technology • macrumors.com
Where Are They Now: Fort Smith Northside star Jerry Jennings played two sports at Arkansas

If you know the sports culture of Fort Smith, you know about the great two-sport star who helped break the color barrier there in the late 1960s and for Razorback Nation.

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Oct 9 • 7:05 AM EDT • Sports • wholehogsports.com
Gabriel Delfim shines again in goal for Atlético

Goalkeeper Gabriel Delfim once again delivered a great performance and helped Atlético secure a good result at Arena da Baixada. With outstanding saves in both halves, Atlético’s number 1 left the...

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Oct 9 • 6:01 AM EDT • Sports • sports.yahoo.com
Main Line Health booked a $134 million increase in medical malpractice reserves in fiscal 2026

The large medical malpractice reserve helped turn what would have been a $75 million operating profit into a $33 million loss for the 12 months that ended June 30, Main Line officials said.

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Oct 9 • 5:01 AM EDT • Health • inquirer.com
Street Fighter 6 Producer Reveals How He Helped Save Capcom’s Iconic Fighting Game Franchise From ‘Dying’

Street Fighter 6 producer Shuhei Matsumoto revealed how dire things were for Capcom’s flagship fighting game franchise during the Street Fighter V era and explained how he and director Takayuki Nakayama worked together to save the series from death.

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Oct 8 • 6:11 PM EDT • Technology • ign.com
Using Claude Science to produce the first complete map of the sky in UV light

Claude Science helped produce the first complete map of the sky in UV light

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Oct 8 • 4:59 PM EDT • Science • anthropic.com
Trump-tied firm helped organize political advisers’ Balkans travel

Chris LaCivita and James Blair’s trip to the Balkans occurred after former Trump campaign adviser Alex Garcia initially reached out, multiple people told Semafor.

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Oct 8 • 4:37 PM EDT • Politics • yahoo.com
Stony Brook Brings AI Expertise to Long Island Small Businesses Through LIA-AI Growth Academy

Artificial intelligence can seem like a big concept for a small business. For 49 Long Island businesses, five months of training with Stony Brook University experts helped turn that concept into a plan. On September 24, the inaugural class of the LIA-AI Growth Academy gathered at Stony Brook’s Center of Excellence in Wireless and Information

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Oct 8 • 3:56 PM EDT • Business • sbmatters.stonybrook.edu
Margaret Hamilton dies at 90. Her programming helped astronauts reach the moon.

Working behind the scenes at MIT, she played a key role in the success of NASA's Apollo missions. She was later awarded the Presidential Medal of Freedom.

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Oct 8 • 1:13 PM EDT • Technology • washingtonpost.com
Before Computer Science Became a Boys’ Club, Margaret Hamilton Wrote the Code

The woman who helped put astronauts on the moon was a software engineer when the field was not prestigious or lucrative.

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Oct 8 • 11:50 AM EDT • Technology • nytimes.com
AI use lifts participation in WorldQuant contest

Hedge fund WorldQuant said on Wednesday registrations for this year's flagship global quant research contest have almost ​doubled from a year earlier, as increased adoption ‌of AI has helped more university students build trading models.

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Oct 8 • 4:12 AM EDT • Business • reuters.com
Raising the Bar offers spirited history lessons

Once a month, at Hogwash Whiskey Den in downtown Spokane, historian Renée Cebula takes a roomful of students through centuries of American and global history that trace the wars, immigration, tariffs, and changing tastes that have helped determine what ingredients end up in her students’ glasses.

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Oct 8 • 3:00 AM EDT • Business • spokanejournal.com
Margaret Hamilton, whose software helped land Apollo 11 on the moon, dies at 90

Pioneering computer scientist led the development of the software for Nasa's Apollo mission and was awarded the Presidential Medal of Freedom.

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Oct 8 • 12:49 AM EDT • Technology • bbc.com
Margaret Hamilton, whose software helped land Apollo astronauts on the moon, has died

The groundbreaking researcher who helped create the field of software engineering and whose code helped land NASA win the 20th century space race, has died at 90.

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Oct 7 • 8:05 PM EDT • Science • cnn.com
Who Won August and September: Original Films or Franchises?

(Welcome to the Entertainment Strategy Guy, a newsletter on the entertainment industry and business strategy. I write a weekly Streaming Ratings Report and a bi-weekly strategy column, along with occasional deep dives into other topics, like today’s article. Please subscribe.) I just heard someone say that if you’re reading a pundit or data analyst, and they don’t tell you that they got anything wrong, they’re not a pundit but an “influencer”. I agree with that. You have to tell your audience when you get things wrong, or they won’t (or shouldn’t) trust you as much. Today, we’ve got another edition of “What I Got Right, What I Got Wrong”. In general, I’m patting myself on the back (and patting very hard) about a few things like IP at the box office, LIV golf, horror films, crowdfunding movies, superheroes, and old people going to the theaters. That said, I also made a couple of data mistakes on the streaming bubble popping and HBO’s datecdotes, so I’m not perfect. But first, I need your feedback... Subscribe Follow-Ups: What Should We Call Mid-Budget Movies Which Aren’t Cinematic Enough for Theaters But Are Too Expensive to Make Money on Streaming? After I asked for feedback on what we should call straight-to-streaming films that are too big to pencil out on streaming but not really big enough to resonate in theaters, I got some great suggestions from you all, including... “Moldilocks” from John Aboud “Little Big Indie” from Travis Frick1 “Midflicks” from Jonathan Funke. “Extra-Medium” from Jona Nwuke. (Read the explanation in the footnote.) Between these and Brandon Katz—who suggested “Bermuda Budget Triangle”, “The Platform Gap” and “The Distribution Deadzone”—we’ve got some excellent suggestions. And they’re better than my suggestion, the “Streaming Budget Dead Zone”, so let’s take a poll! The winning entry becomes the new term. Loading... RIGHT: LIV Golf is Fully Bankrupt…Is Anyone Else Next? A few years ago, I was always a bit perplexed at all the articles I’d read praising LIV Golf and their strategy to disrupt the PGA. LIV Golf, a brand new professional golf league, offered PGA stars ten times what they made on the PGA Tour to join their new league. And folks praised this strategy for its initial “success” in that a lot of big names did indeed leave the PGA. Yeah, of course the players came over. LIV Golf paid them so, so, so much more! But LIV Golf hadn’t discovered a way to increase potential revenue. So think about this in basic business terms… They paid much more in costs… …but had no real way to increase revenue. That’s not a strategy! That’s deficit financing. It won’t work unless you bankrupt the competition (and then turn around and pay those same golfers much, much less). It’s not a sustainable strategy and only lasts as long as the company/person/nation backing it decides they’re cool with losing money. For LIV Golf, that meant Middle East oil wealth, in particular Saudi Arabian money. Clearly, the current Iran War has hurt Middle East finances, so they need to trim their more exorbitant spending. And LIV Golf was part of that trimming. This should be a major warning for others. TGL’s parent company, TMRW Sports, just got a $1 billion valuation, despite TGL’s (the indoor golf league) horrible TV viewership of less than half a million viewers per match. Unrivaled, the women’s basketball league, just secured a $650 valuation, despite its horrible TV viewership and a new rival (Project B) entering the scene next year. To relate this to streaming, Hollywood should ask which streamers may have wealthy patrons funding their losses. (Let’s be clear: Google, Amazon and Apple.) Could those patrons lose their appetite? For Amazon, probably not. But Apple has a new boss, so maybe! WRONG: My Analysis of the Streaming Bubble Was Missing a Week I’m going to be congratulating myself a lot today, but I make mistakes too, like this data goof. When I last compiled the data on the decline in TV shows, I was missing one week at the end of June. If you look at the first image, you can see that one week was mislabelled as “July”. Mainly, this image got updated to show a 27% decline, not 29%: This change doesn’t really impact the overall analysis, but it is two percent better. By the way, through the third quarter, the decline increased and it’s now a 30% decrease since 2022. (I’ll write/visualize this in an upcoming article.) But I want you to trust me and my data. Especially these days, when many people are using LLMs that I know are inserting faulty data into their charts, I want to keep earning my audience’s faith. So that’s the accurate data. RIGHT: IP Remains Very, Very Popular In July, I wrote a giant (and I mean giant) article on Backrooms, Obsession, and the box office, going over what we know, what we don’t know about what works in theaters, looking at YouTubers, IP, the horror genre, comic book movies, and a whole lot more. The month of August really tested a lot of my theses and, being honest, mostly supported my arguments. Let’s start with IP. Looking at 8-Aug (the weekend after Spider-Man: Brand New Day came out) to 18-Sep (the weekend that Resident Evil came out, which I think provides a nice bookend to this time period), there were seven films based on pre-existing IP: Resident Evil (2026) ($126 million) Practical Magic 2 ($65 million) _Insidious: Out of the Furthe_r ($65 million) Coyote Vs. Acme ($59 million) Paw Patrol: The Dino Movie ($53 million) Tony ($15 million) Super Troopers 3 ($7 million) Compare those to the notable original films from the past month—I actually could have included more movies, but here are just thirteen, bringing us to an even twenty films—including.... The End of Oak Street ($54 million) Buddy ($26 million) Mutiny ($15 million) By Any Means ($15 million) The Dog Stars ($14 million) Runner ($14 million) One Night Only ($11 million) Hope ($8 million) Spa Weekend ($7 million) The Uprising ($6 million) Teenage Sex and Death at Camp Miasma ($6 million) Onslaught ($3 million) Eli Roth’s Ice Cream Man ($2.8 million) Here’s that in chart form: Five of the top six films in this time period were all based on IP. I made a big chart of films that grossed over $200 million at the box office before Spider-Man: Brand New Day and The Odyssey hit theaters. Let’s update that chart! By the way, if you want to see how I categorized each film—so another bar chart—here it is: I know that many of my fellow critics/pundits/analysts dislike films based on IP and how Hollywood is making so many of them. And I’m sympathetic to this point of view. As I’ve written many, many times before, you need a balance between existing franchises, new IP, and original films. And Hollywood clearly needs to make more films like Resident Evil (a well-made film from a visionary director) and fewer Practical Magic 2’s (which didn’t get critical or customer buzz). But at some point, critics and pundits need to contend with what audiences are telling them: Movie-goers aren’t showing up to original films. Audiences are speaking with their dollars, telling you they want more IP and franchises. You can try to convince studio heads to make fewer IP-based films and franchises, but the data and numbers aren’t there. Instead, critics need to work harder to convince audiences to show up for original films. Aim your ire/concern at the average person, not studio heads.2 Because they’re just making the films that audiences are telling them to make. WRONG: Original Horror Films Didn’t Break Out I’ll be honest, even though I wrote an article casting some skepticism on the horror genre in July, if you asked me to make a prediction, I would have predicted that, in August, a new, original horror film would have blown up. No, seriously, I just assumed that Obsession and Backrooms presaged a change in audience behavior. But none of the buzzy new original horror films from August—Teenage Sex and Death at Camp Miasma, Onslaught (not an action film in spite of the ads), The End of Oak Street, Eli Roth’s Ice Cream Man, or _Buddy—_broke out. To be clear, exactly one of those films (Buddy) had good “ROI”, but again—I try to be specific in my language—none were “popular” in any broad sense of the word. None of them will be “saving” movies theaters like Backrooms or _Obsession_helped save the summer. The new Insidious film and Resident Evil, both based on IP, were far and away the biggest horror films since July. (We’ll see if this changes in October/Halloween season.) RIGHT: Stay Skeptical about Crowdfunding... I’ve long been skeptical about crowd-investing platforms as one of Hollywood’s saviors, mainly because there’s so much hype/buzz. People need to stay more skeptical about more things, explaining both the potential upside but also the downsides. In particular, the media often hypes crowdfunding at the start and never checks in on the actual results after they’ve come in later. And August gave us our first update! _Ice Cream Man—_directed by Eli Roth—grossed $6 million off of a $5.5 million budget. This is a production of The Horror Section, which was one of the first “crowd investing” studios with 2,400 investors, which means that 2,400 investors probably lost money. They certainly aren’t getting as great of returns as if they had just invested their dollars in the stock market. Hopefully Stiletto (Tagline: “Someone’s Going to Make it Rain Blood!”) does better next month. WRONG: Another Data Goof Here’s another data error. When the first episode of House of the Dragon came out, HBO put out that it had 21.5 million viewers in the first three days, and I read that to mean in the US…but no, it was global. So my US-only datecdotes charts shouldn’t have included it. We never got US-only numbers for the first episode, but for the final episode, HBO put out that it had 11 million US viewers. (And that global dropped to 21 million viewers.) Here’s the updated chart (which I’ve since used in the Streaming Ratings Report): Still, this show is absolutely huge. RIGHT: Superhero Films Remain Very, Very Popular After Supergirl flopped, I read a few takes that “comic book movies are going the way of the Western”. Post-Spider-Man: Brand New Day, that take didn’t age well. To be fair, I have a very nuanced take on the superhero genre right now; it’s down right now, for a lot of reasons. But it’s not “dead”. Maybe _Spider-_Man is just a really popular character? I saw that take, and it’s a fair counter-argument. (But pundits arguing that superhero movies were dead should have mentioned this $1.5 billion counter-argument…) But is it just Spider-Man? The next Avengers film already has $50 million in pre-sales (and I was skeptical that that film would do well) and the Avengers: End Game re-release topped the box office two weekends ago (over three original films). And I wouldn’t bet against Batman or Superman. So maybe it’s just Spider-Man, Batman, Superman and the Avengers. Oh, and Deadpool, of course. And Black Panther. And Wolverine. And probably the X-Men. Plus a well-made Wonder Woman or the Hulk film could break out. But that’s it! It’s just those ten characters/teams. Oh, what’s that? Lanterns is also doing well on HBO? (See previous section…) To be fair, I’m actually pretty sympathetic to the argument that more popular characters—like Spider-Man and Batman—anchor more popular films. In fact, I made that exact argument three years ago when I first wrote about the “Marvel-cession”. In many ways, you can blame The Guardians of the Galaxy for fooling Marvel Studios (and the rest of us) into believing that any character could pop. It turns out, the list of iconic characters is probably smaller than most people think. But it’s probably too early to say that superhero films and comic book movies are dead unless “death” means a slight decline over a longtime. RIGHT: Who Killed Theaters? Old People I get frustrated whenever I see headlines or analysis about how young people are “returning” to theaters. As I’ve detailed(for years), young people have always powered the US box office, despite narratives about “kids these days” and their “phones”. Really, what’s changed post-2020/pandemic is that old people aren’t going to the movies nearly as much. This summer, I saw a movie (from an older director) in a theater near a retirement community, and multiple older people at the theater were talking about how this was their first time seeing a movie in years. I dislike personal anecdotes, so YouGov can fill in the data, best summarized by this headline: “Who killed movie theaters? Not the youths”. According to them, 64% of people aged 18-29 have seen a movie in the last year, but only 30% of 65-and-older. 20% of 18-29 have seen a movie in theaters in the last week and 42% in the last month. Here’s the polling data: Most concerning? Many Americans (17%) think theaters are a worse or much worse experience than watching films at home. Slight WRONG: Hadestown Opens Big A live theater capture of the Broadway musical, Hadestown, made $20 million at the US box office, which begs the question: was I wrong to be skeptical about musicals a few years ago? Yes and no. On the one hand, $20 million is a far cry from being “popular”, so yeah, the genre isn’t that popular overall and Hadestown is one of the more popular musicals from recent years (i.e. the “Taylor Swift Data Fallacy” in action). On the other, I doubt filming this cost all that much, and I don’t think that they spent much on marketing, so this is a good source of ancillary revenue. Smaller Updates WRONG: As I mentioned in a Streaming Ratings Report, I underestimated the budget for Enola Holmes 3. It probably cost more like $50 million, if not more. But... I’m not sure that it really matters? At sub-10 million hours, prices have to come down to make this work. WRONG: Netflix is giving Ink a 27-day in theaters! To quote the kids/YouTubers these days, let’s go! Now I might actually have a chance to see Danny Boyle’s latest in theaters. I’d complained about this in a “Coming Soon” section, but I was heartened to read that Netflix is giving multiple films longer theatrical windows this year. RIGHT: Netflix is sending 4-5 films per year to theaters. Netflix is slowly but surely sending more and more films to theaters, as I cautiously predicted earlier this year. For now, it’s just three big films and a number of awards contenders, but still, this is great news. And they’ll be releasing box office grosses! Just this week, Ted Sarandos confirmed that KPop Demon Hunters 2 will come to theaters (and my guess is it performs in the box office top ten at a minimum). WRONG: Angel has 3 million subscribers! How do I know this? Well, they told Deadline, who reported it. I marked this as “wrong”, since they’ve doubled their subscribers in one year but, you know, they don’t really have a hit film to speak of and they’re still losing money. WRONG: Furious was only renewed for one more season. I accidentally wrote “two more seasons” in my latest “Renewals, Cancellations, Un-Orders and Removals Update”. RIGHT: House of David is ending with its third season. In July, Prime Video renewed House of David for a third season, as I just wrote in my latest “Renewals and Cancellations” report. Well, now it’s ending after that third season. Why? As I’ve been writing, its viewership wasn’t great. I got feedback that this show didn’t cost very much, but it cost enough that its limited viewership didn’t save it. WRONG: Adults was a Hulu original! So I missed Adults when it first came out last year; I saw that it aired on FX and just assumed that it was a linear-first program. Turns out, it aired three episodes on FX, but binge-released the rest of its episodes the next day on Hulu. Huh. So I should have covered it last year! But I just wrote about it. 1 “When I was a kid in the 90s, if you wore a t-shirt to school that wasn’t too big and also wasn’t too small, but somehow didn’t quite fit, we’d say you were wearing an “extra-medium” shirt.” 2 As always, a huge exception is Disney, which barely makes anything original anymore.

Vanderbilt mourns the loss of pediatrics leader and children’s health advocate Ian Burr

Ian M. Burr, MD, PhD, former Chair of the Vanderbilt Department of Pediatrics whose vision and advocacy helped establish Middle Tennessee’s first freestanding children's hospital, died Oct. 5.

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Oct 7 • 3:16 PM EDT • Health • news.vumc.org
Scientists discover the genetic secrets that may have helped Jonathan the tortoise live to 194 years old

DNA samples from Jonathan the 194-year-old tortoise reveal gene variants and epigenetic changes that could contribute to his remarkable lifespan.

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Oct 7 • 3:05 PM EDT • Science • livescience.com
Trump floats firing top political advisers after report they helped a pro-Russian government

President Donald Trump distanced himself on Wednesday from two of his top political advisers — less than 30 days before the midterm elections — writing that if their outside work presents a conflict, “I will terminate them, immediately!”

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Oct 7 • 12:41 PM EDT • Politics • cnn.com
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Eagles RT Lane Johnson retires to focus on mental health

The six-time Pro Bowl selection was a key component of an Eagles offensive line that helped win two Super Bowls.

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Oct 7 • 10:38 AM EDT • Health • whio.com
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Nuclear traces in whales' teeth help scientists reconstruct their life stories

New analysis of traces of radioactive fallout from nuclear weapons testing trapped in the teeth of stranded whales has helped scientists reconstruct their life stories.

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Oct 7 • 10:20 AM EDT • Science • phys.org
This Rice University professor has helped pick more than a dozen Nobel Prize winners

Pernilla Wittung-Stafshede spent years on the Nobel Committee for Chemistry. She left the role for a job at Rice — but still knew who this year’s winner was.

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Oct 7 • 9:44 AM EDT • Science • houstonpublicmedia.org
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SAS helps illuminate the health impact of solar power in rural Uganda

/PRNewswire/ -- Global data and AI leader SAS helped Let There Be Light International better understand how solar electrification affects health care and daily...

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Oct 7 • 9:03 AM EDT • Health • prnewswire.com
Scientists discovered a crocodile they never knew existed

CT scans helped determine that the fossil unearthed in Egypt came from a distinctly different ancient species.

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Oct 7 • 6:00 AM EDT • Science • washingtonpost.com
Raiders-Chiefs Showdown Draws NFL's Biggest TV Audience Of 2026

The Las Vegas Raiders' showdown with the Kansas City Chiefs helped CBS draw a record-setting audience and the NFL's biggest television viewership of the 2026 season.

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Oct 6 • 9:17 PM EDT • Sports • sports.yahoo.com
Beauty, baking and the hidden science all around us

A graduate student explains how cosmetic chemistry helped students who didn't see themselves as "science people" discover that research was already part of their everyday lives.

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Oct 6 • 8:00 PM EDT • Science • asbmb.org
Goodbye joint replacements? Stanford scientists found a way to regrow cartilage and stop arthritis

Scientists have found a surprising way to regrow damaged knee cartilage by blocking a protein that becomes more abundant with age. In old mice, the treatment restored naturally lost cartilage and also helped prevent osteoarthritis after ACL-like knee injuries, while human cartilage taken from knee replacement patients began producing new, functional joint cartilage after exposure to the same inhibitor.

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Oct 6 • 8:00 AM EDT • Science • sciencedaily.com
John Beam made a difference. The Chronicle wants to hear about Bay Area coaches who helped you

For the John Beam Community Action Award, we want to hear from readers about the local coaches who have made a lasting impact on the lives of student-athletes and communities.

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Oct 6 • 8:00 AM EDT • Sports • sports.yahoo.com
Deion Sanders created Prime Time so he could get paid. Why deny college athletes the same chance?

The Hall of Famer says his successful college career helped him and his family thrive. Now he appears to be backing legislation that would help others

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Oct 6 • 6:00 AM EDT • Sports • theguardian.com
Former ASU swimmer Grant House helped reshape college sports

Five years after becoming the lead plaintiff in House v. NCAA, former Arizona State swimmer Grant House reflects on the lawsuit that helped reshape college athletics, the leadership lessons he learned and his continued fight for athletes’ voices and collective bargaining with the Protect College Sports Act making its way through Congress.

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Oct 5 • 5:23 PM EDT • Sports • cronkitenews.azpbs.org
CSUN in D.C. Internship Expands Student’s Public Health Career Aspirations

For Josiah Morrow, a three-month internship in Washington, D.C., turned the nation’s capital into a classroom — and helped shape his future in healthcare.

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Oct 5 • 3:28 PM EDT • Health • newsroom.csun.edu
More than a prescription: Removing barriers so patients can get back to living

See how integrated specialty pharmacy support helped one patient overcome treatment barriers and get back to the moments that matter most.

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Oct 5 • 9:58 AM EDT • Health • optum.com
From 4-H Member to Healthcare Leader: A Conversation with Davina Ferrero King

"My 4-H experience helped establish UConn in my mind as a place where I could continue growing academically, professionally, and personally."

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Oct 5 • 8:49 AM EDT • Health • today.uconn.edu
Country singer known for ‘country-versial’ lyrics dead at 84: ‘Lost a great entertainer’

He also helped launch Taylor Swift's career.

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Oct 5 • 5:00 AM EDT • Entertainment • masslive.com
French services sector returned to growth for first time since December, PMI shows

France's dominant services sector grew in September for the first time since the end of last year, helped ​by a rebound in output after businesses had been ‌impacted in August by an intense summer heatwave, a business survey showed on Monday.

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Oct 5 • 3:53 AM EDT • Business • reuters.com
Liam McNeeley Says Confidence, Aggressiveness Have Grown Entering Year 2

Liam McNeeley says Summer League and a full NBA season helped build his confidence as he enters Year 2 with the Charlotte Hornets.

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Oct 4 • 5:00 PM EDT • Sports • sports.yahoo.com
Marin IJ Readers’ Forum: Vote no on Proposition 44 to protect community health

Also: Head Start education program helped young immigrant; Voting early helps avoid interference on Election Day

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Oct 4 • 3:57 PM EDT • Health • marinij.com
Black Men, Mental Health and the Entertainment Industry

Black men, mental health and entertainment collide as Charlamagne Tha God and Lil Nas X open up about anxiety, trauma and bipolar disorder, while therapist Jahthaime Smith examines the pressures behind the public spotlight.

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Oct 4 • 3:12 PM EDT • Entertainment • lasentinel.net
CEO SUNDAY: Tropical Smoothie Cafe CEO says 'listening and learning' are keys to success

Max Wetzel said that staying close to franchisees, employees and customers has helped guide decisions as Tropical Smoothie Cafe has grown to nearly 1,800 locations.

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Oct 4 • 7:00 AM EDT • Business • foxbusiness.com
Cavan Sullivan, Julian Hall lead USMNT to Mexico rout

By Dylan ButlerGoals by two of Major League Soccer's youngest and brightest stars helped lift the US men's national team to a 3-0 win over rival Mexico at State Farm Stadium in Glendale, Ariz. on Satu...

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Oct 4 • 12:17 AM EDT • Sports • sports.yahoo.com
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Syracuse Football: Why Amari Odom Needs to Remain Starting Quarterback

The signal caller helped lead the Orange to their second victory of the season Saturday afternoon against UConn.

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Oct 3 • 6:46 PM EDT • Sports • sports.yahoo.com
TST Best Bets: October 3, 2026

Mississippi State gets a chance to show how far it has come Saturday, welcoming No. 7 Alabama to Starkville for a matchup of unbeaten SEC teams. Kamario Taylor has helped turn the No. 16 Bulldogs into an early surprise, but keeping up with the Crimson Tide will be their biggest test yet.Over in the Big Ten, No. 14 Iowa returns home after its dramatic win at Michigan to face No. 6 Ohio State. The Hawkeyes will lean on their defense again, this time trying to slow down Julian Sayin and Jeremiah Sm

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Oct 3 • 11:52 AM EDT • Sports • sports.yahoo.com
How Charlie Taylor, Ray Charles and Seattle jazz shaped Quincy Jones

In this excerpt from "Jackson Street After Hours," author Paul de Barros explores how the Seattle jazz scene helped shape music legend Quincy Jones' career.

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Oct 3 • 9:00 AM EDT • Entertainment • yakimaherald.com
Sanders helps open Arkansas Forest Health Research Center

MONTICELLO — Gov. Sarah Huckabee Sanders, U.S. Rep. Bruce Westerman and other state leaders helped the University of Arkansas at Monticello open the Arkansas Forest Health Research Center on Friday (Oct. 2). The center is located next to the Fine Arts Center at the school, which is home to the state’s only college of forestry. […]

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Oct 3 • 9:00 AM EDT • Health • pbcommercial.com
Ocean chemistry on ancient Earth could help scientists search for life on alien worlds

A new look at ancient rocks suggests that a self-sustaining nutrient cycle in ancient oceans helped keep Earth's atmosphere rich in oxygen for millions of years.

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Oct 3 • 8:00 AM EDT • Science • yahoo.com
Scientists recreate Enceladus’s ocean and watch Earth microbes thrive

Water-rock chemistry helped methane-producing microbes survive extreme alkaline conditions modeled on Enceladus’s hidden ocean.

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Oct 3 • 7:51 AM EDT • Science • thebrighterside.news
Let’s thank the politician who helped drive the Freedom Caucus out of power

I know it’s way too early for a Thanksgiving column. Halloween is still more than a month away.

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Oct 3 • 7:00 AM EDT • Politics • wyomingnews.com
Pau Cubarsi opens up on Barcelona pressure, mental health and life as a teenager: ‘You have to keep fighting’

Pau Cubarsi has opened up about the demands of becoming a Barcelona first-team player at such a young age, explaining how psychological support helped him during the early stages of his breakthrough.T...

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Oct 3 • 4:40 AM EDT • Health • sports.yahoo.com
Bishop’s computer science chair says AI is eliminating ‘grunt work’ and reshaping digital jobs

Dr. Russell Butler, chair of Bishop’s University’s Department of Computer Science, says artificial intelligence is increasingly taking over routine digital “grunt work,” changing the skills students and workers may need in the years ahead. Photo courtesy of Bishop’s University. Click here to read our platform! Get local news like this every morning. Subscribe free below. Subscribe Pulse Newsroom Artificial intelligence is already taking over some of the routine digital work once performed by entry-level employees, according to Bishop’s University Computer Science chair Dr. Russell Butler — a shift he believes will make expertise, judgement and the ability to evaluate AI-generated work increasingly important. Butler described the change as automation reaching what he calls the “bottom of the cognitive pyramid” during an interview with The Pulse about AI, university education and the future of digital work. His argument is not that humans are disappearing from the workplace. Instead, he sees their role changing as AI becomes capable of handling more of the repetitive tasks involved in computer-based work. “Everything’s converging on just AI basically doing all the grunt work,” Butler said. The bottom of the cognitive pyramid Butler is from Lennoxville, completed his undergraduate studies at Bishop’s and later earned his PhD at the Université de Sherbrooke. He joined Bishop’s in 2019 and now chairs its Department of Computer Science. He uses AI in research, teaching and other creative work, and said the technology is increasingly capable of handling routine digital tasks that once required substantial human time. “You’ve got the grunt work, like moving things around in Excel, doing basic programming tasks,” Butler said. “That’s like the bottom grunt work that the entry-level worker would have done two or three years ago.” Butler went further, saying in his view that much of this type of work has already been absorbed by AI tools. He connected that change to a shift he sees taking place in computer science, where entry-level roles have declined while experienced workers can use AI to increase what they can produce. “A senior developer now has access to essentially an unlimited amount of junior developers on demand,” Butler said. He was describing AI systems metaphorically, not literal employees. His point was that one experienced developer can now ask AI tools to produce code or other technical work that might previously have been assigned to more junior workers. That raises a broader question for universities and employers. If some of the simpler work traditionally given to newcomers can now be done by machines, how do people gain the experience needed to become senior workers themselves? Students doing work that once required years of programming Butler said he is already seeing the change inside his classroom. He created a Bishop’s course called CS208, Coding in Plain English, to show students — including those without traditional programming backgrounds — what they can accomplish using AI. Some come from disciplines such as psychology or neuroscience with no previous programming experience. “What I’m finding is that students who have zero programming experience, they come in from another discipline like psychology or neuroscience or something, they are now able to get up and running with real data sets,” Butler said. Butler’s own doctoral work involved neuroimaging, and he said he has assigned students work he considers comparable to the kinds of analysis he performed during his PhD. He described giving students a real dataset, an expected result and instructions to use AI to complete the analysis. Butler said those students have been able to carry out work at a level he associates with tasks he once performed after years of programming experience. That does not mean a student using AI instantly acquires the same knowledge as an experienced computer scientist. But Butler sees it as evidence that AI can dramatically lower the technical barrier between having a problem to solve and producing a working result. The role of the person using the system then changes. They need to know what to ask for, understand enough about the subject to judge the answer and take responsibility for what is ultimately produced. What about AI hallucinations? One persistent concern surrounding generative AI is hallucination — when a system produces information that sounds convincing but is false or unsupported. Butler said that problem has improved substantially in newer systems and is not as severe as it was with earlier models. He pointed in particular to newer AI systems’ ability to search the web, consult scientific databases and return source links rather than simply generating a citation from their internal model. Butler nevertheless said users should verify what AI produces. “You should verify,” he said while discussing citations generated with AI. His position is that hallucinations have become less common in the systems he uses, not that incorrect AI output is impossible. Human checking remains part of the process. Hours of work compressed Butler offered another example from his administrative work at Bishop’s. The university has been comparing CEGEP courses with first-year Bishop’s courses to determine where students may qualify for advanced standing. Traditionally, Butler said, that means reviewing two sets of course descriptions and manually matching one institution’s courses with another’s. As department chair, that could require hours of reading and comparison. He said AI can now be given both sets of material and asked to generate an initial mapping automatically. “It saves me hours and hours of work,” Butler said. Butler said the AI-generated mapping can also produce a better result than he would produce himself. He sees similar opportunities in businesses. A company may receive specifications, drawings, emails or other digital material from customers and then have employees convert that information into an internal format before anything can be manufactured or delivered. AI can increasingly perform parts of that intermediate processing. In Butler’s view, the employee does not necessarily disappear. Instead, the job becomes more about checking the result. “The human is still there,” he said. Judgement could become more valuable That change is central to Butler’s view of where digital work may be headed. If AI can produce a first draft, write basic code, compare documents or process large amounts of information, he argues that knowledge and judgement become increasingly important. “The real scarce resource going forward is going to be domain knowledge, expertise, and… credentials, authority, the ability to work with other people,” Butler said. He is therefore encouraging students not only to learn AI tools but also to broaden their education. He mentioned acting, fine art and photography as examples of courses that can help develop what he described as taste and intuition — the ability to recognize what is good, what is not and what should be changed. “And that’s the skill that they need now because the grunt work has been automated and now it’s about evaluating what the AI produces and telling it how to improve or expand the output,” Butler said. That does not remove the need for technical knowledge. Butler’s argument is that the emphasis may shift away from manually completing every step of a task and toward directing, checking and improving work produced with AI assistance. He also stressed that humans remain responsible for final decisions. “At the end of the day, the human has to make the final call,” Butler said, pointing to the question of accountability. Physical work may be different Butler draws a distinction between digital work and jobs requiring people to manipulate the physical world. He expects AI to continue advancing quickly in tasks performed almost entirely on computers. He is more cautious about claims that humanoid robots will soon be able to replace workers such as plumbers or electricians. Butler said those trades would not be replaced “anytime soon” in his view and described some current robotics demonstrations as overhyped. He described the situation as counterintuitive. “It’s almost like we solved the highest level first,” he said, contrasting advances in digital AI with the harder problem of building robots capable of operating reliably in the physical world. Butler’s argument is that some digital occupations could face automation sooner than trades requiring complex physical work. The wider AI shift in the Townships Butler’s comments come as local institutions are increasingly grappling with how AI should be used. The federal government recently announced up to $162 million over five years for 10,000 AI-related placements through Mitacs. The Université de Sherbrooke told The Pulse that the number of its collaborative research and innovation projects supported through Mitacs has approximately doubled since 2018-19, while the number of placements has approximately tripled. UdeS also said it already has projects involving both AI adoption and the application of AI to other fields. At Bishop’s, Butler said part of his role involves building the Computer Science department’s local presence, connecting students with regional partners and strengthening relationships with the Sherbrooke technology ecosystem. Those developments put universities in a difficult position. They have to prepare students to use the tools employers increasingly have available while also making sure graduates understand enough to recognize when those tools are wrong, incomplete or being applied to the wrong problem. The risk of losing human skills Butler does not see AI as risk-free. Later in the interview, he raised a separate concern: as AI becomes better at reading, writing, programming and other cognitive tasks, people could lose some of the underlying skills that historically helped produce new ideas. “The other danger is that we’re going to lose the human skills,” Butler said. He specifically mentioned reading and writing and argued that people could lose some of the lower-level understanding that contributes to breakthroughs. Butler said AI systems are based on existing human knowledge and argued that they become much more powerful when paired with a capable person. That tension runs through his view of the technology. AI can remove hours of routine work. It can allow beginners to perform tasks that once required substantial technical training. It can give experienced workers significant leverage. But the more capable the technology becomes, the more important it may be for people to develop the judgement needed to decide what should be done in the first place. For Butler, that is where education may have to change. Students still need to understand their field. They still need to know when something is wrong. And they still need to be able to make the final decision. But if AI increasingly handles the bottom of the cognitive pyramid, the value of a worker may depend less on how quickly they can perform the grunt work and more on whether they understand what the work is supposed to accomplish. Don’t miss the next story that affects your community. Join thousands of readers getting The Pulse every morning—plus breaking news alerts when it matters most. If you value this kind of local journalism, consider supporting it. Subscribe, share and like! Subscribe Share

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