SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " mean " 3,423 found 🔀 AI-powered Shuffle
New Medicaid Work Rule Means More Opportunities To Lose Coverage
A work requirement is coming to Medicaid. Sam Whitehead tells WAMU’s “Health Hub” how to keep your coverage — and who’s exempt from the new rule.
What Does the Memorandum of Understanding Signed Between the US and Iran Mean?
Iran maintains that transit through the Strait of Hormuz should be under the control of both Oman and Iran with no international intervention.
New study changes what scientists know about lithium and bipolar disorder
Lithium is one of the most effective drugs for bipolar disorder. However, its narrow therapeutic window means the difference between an effective dose and a toxic one is small.
Xbox Exclusive Game Delisted and Now Gone Forever
An Xbox exclusive game from the Xbox 360 era has been delisted, which means it is now gone forever with zero purchasing options.
Tencent Music (TME) Stock May Be 36% Undervalued On Cash Flow Strength
Tencent Music Entertainment Group stock has had a tough run over the last year, yet both the Discounted Cash Flow (DCF) intrinsic value estimate and the earnings-based valuation checks currently point to the shares trading at a discount to that underlying assessment. Over the past 12 months, Tencent Music Entertainment Group is down 54.5%, which means recent shareholders are sitting on sizeable paper losses despite the stock screening as undervalued. The key support for any upside case is...
Woman, 28, Becomes Roommates with Man, 75, After Going Through ‘Major Life Change.' Now Says She's 'Never Moving Out' (Exclusive)
“Some of the most meaningful connections can come from the people you least expect,” Rylie Middaugh tells PEOPLE
EasyJet agrees to £5bn takeover by US investment firm
Agreement in principle with Castlelake follows several rejected offers and means UK’s biggest low-cost carrier will be taken private
What could Aaron Donald contribute if he returned to Rams?
A look at Aaron Donald’s final NFL season and what two years off means for a potential return
Bill Archer, Influential Texas Congressman, Is Dead at 98
Serving for 30 years, he eventually wrote virtually all tax laws considered by the House and was a major influence on budget bills as Ways and Means chairman.
What Does The 'Z' Symbol Mean On Google Maps?
Of all the icons and symbols that you may come across in Google Maps, one that may confuse you is a recurring "Z" symbol. Here's what it means.
Looking for a quieter way to celebrate America 250? Read these books
Now that the fireworks smoke has cleared (somewhat) and the Fourth of July fanfare has started to fade, it’s the perfect time to take stock of what it all means
Prediction market betting would be authorized in NC’s new budget. What it means for sports betting
Tucked into the state budget is a proposal that could have massive implications for how prediction markets operate in North Carolina. Some lawmakers say it’ll create a new revenue stream. Others worry it’ll cost the state millions.
With Julia Letlow’s victory, Jeff Landry flexes political muscles as he eyes reelection next year
Landry scored a big win when Letlow won the Republican nomination for Senate. What does that mean for his reelection chances next year?
Colorado primary election voters shake things up
Every election has its surprises, but last Tuesday’s Colorado primary election results gave us several unexpected outcomes. U.S. Sen. Michael Bennett lost his bid to switch from the U.S. Senate and become Colorado’s next governor. Meanwhile, progressive Democratic U.S. Rep. Diana DeGette, from Denver, who had served 30 years in the U.S. House of Representatives, […]
HDMI 2.2 is coming — here's what it means for your living room
Shopping for a TV just got a little more complicated
Apple Is Reportedly Planning 5 New iPhones -- Including a $2,500 Foldable. Here's What It Means for the Stock.
Can a busy year for Apple product releases move the needle for a company of this size?
What Does The Shield In The Battery Icon Mean On A Samsung Phone?
The new shield icon on Samsung phones indicates that the phone's software is protecting your battery from overcharging. This keeps your battery healthy longer.
After 18-year hiatus meant to attract new business and growth, Glades brings back impact fees
Fees pay for future infrastructure and services that growth will need.
What Caesars Entertainment (CZR)'s Wabanaki iCasino Expansion and Bearish Zacks Rank Mean For Shareholders
In late June 2026, Caesars Entertainment Inc. announced it had expanded its partnership with three Wabanaki Nations in Maine to cover potential online casino gaming, adding three branded iGaming platforms that integrate with Caesars Rewards and its Universal Digital Wallet, subject to regulatory approvals. At the same time, the company faced sharply weaker analyst sentiment, including a very large downward revision to current-year earnings estimates that pushed it onto the Zacks Rank #5...
Businesses Are Stuck in an Efficiency Illusion — Here's Why More Decks Don't Mean Better Decisions
In an AI-accelerated workplace where output is increasingly easy to generate, real professional value comes from judgment, restraint and clarity. Here's why professionals must move beyond volume-based execution and learn to deliver the strategic conviction leaders actually trust.
The weather and science behind a perfect fireworks show
A great fireworks show is about far more than the fireworks themselves — the weather plays a starring role. Clouds, wind and even the humidity can mean the difference between a crisp, dazzling display and a hazy, muffled dud. Meteorologist Caitlin Kaiser breaks down the science that makes fireworks burst into color and the conditions that can make or break the perfect show.
iOS 27 Public Beta Available This Month, Here's How to Get Your iPhone Ready Now
Apple previously announced that the first iOS 27 public beta would be released in July, meaning that it should be available at some point this month. Below, we have outlined how to get ready for the iOS 27 public beta, which will likely follow the third or fourth iOS 27 developer beta. Release Date History The first public betas of iOS 16 through iOS 26 came out between July 11 and July 24.
Two different parties, two strikingly similar immigrant stories. Lawmakers from both parties share what being American means
Galaxy S27 Ultra Won’t Embrace Silicon-Carbon Battery Due To Manufacturing Costs, But That Doesn’t Mean Samsung Isn’t Evaluating A Bigger Capacity
Samsung is rumored to be evaluating a higher battery capacity for the Galaxy S27 Ultra, but cost increases is why it won’t switch to silicon-carbon
TDN Business Hour: With AI, "Two or Three Years from Meaningful Change"
On the TDN Business Hour, Josh Isner, Joe Appelbaum and Billy Paynter talk about the growth of AI in horse racing.
Opinion | When Scholarly Societies Play at Politics
They are meant to cement scholarly authority. Sometimes, they threaten it instead.
SCOTUS just gave the rich even more political power
Those with the means can now flood the airwaves with their support of a candidate, even if their interests are out of step with the American people.
The best new popular science books of July 2026
From friendship in a world of chatbots to what it means to be alive, this month’s new popular science books are asking some big questions. Liz Else rounds up the ones she’s most looking forward to
Mary Means Business: Food truck, restaurant open in Columbus
We’re getting a little taste of the West Coast right here in the Golden Triangle.
Scientists React to the Lab-Made, Yet Lifelike, SpudCell
This cell-like structure can grow, feed, divide and compete. Researchers ponder what it means for the future of synthetic biology and our definition of “life.”
Priced out: The growing cost of live entertainment
Summer tours are trying to fill seats while keeping up with growing ticket prices. Tickets for the Ed Sheeran concert at U.S. Bank stadium are BOGO through the 4th of July, and the Mystic Lake Amphitheater is doing an offer of four tickets for $99 for select concerts. Meanwhile shows like Noah Kahan are having no problem selling tickets with high ticket prices. Music critic for the Star Tribune Chris Riemenschneider joins All Day to talk about the drama around concert tickets.
Why Meta's cloud business would be 'very bad' for these 2 companies
D.A. Davidson head of technology research Gil Luria explains what Meta's (META) potential cloud business means for CoreWeave (CRWV) and Nebius (NBIS).
Experity acquires AI firm to automate urgent care revenue management
The move by the Machesney Park-based Experity is meant to accelerate revenue cycle management automation through artificial intelligence.
If we lose our coverage, we lose our lives
By Thomas Buckley My oncologist asked: “Polycythemia Vera. Do you know what that means?” Earlier, I lived in blissful ignorance, unaware I potentially carried a myeloproliferative neoplasm encoded within my DNA. “Yes,” I answered, “A rare form of blood cancer, incurable, not necessarily fatal, provided it’s treated.” At 31, I thought I had life figured […]
Apple Hide My Email bug allows 100% of real email addresses to be discovered
A privacy flaw in Apple’s Hide My Email feature means that your real email address can be discovered. A security...
Sony will cease production of discs for new PlayStation games in 2028
New games sold for PlayStation consoles will only be available digitally and won’t be sold on discs effective January 2028, Sony has announced. The move applies to all PlayStation games released from that point on, including those made by Sony and those released by third parties. The PlayStation group calls the change “a natural direction for Sony Interactive Entertainment to adapt to consumer trends as the general preference for digital media significantly outpaces physical discs,” according to a PlayStation blog post reviewed by Game File in advance of its publication. As movies, TV and music have shifted from physical media to an age of downloads and streaming, Sony’s move could speed the demise of physical media in a gaming. The industry has offered consumers games via cartridges, cassettes, floppy discs, CDs, DVDs and Blu-Rays across a 50-year stretch. Sony has been reporting to investors in recent years that PlayStation games have been increasingly purchased as downloads, not as discs. The most recent figures show nearly four in five purchases of full games for PlayStation 4 and PlayStation 5 were purchased digitally in the past year. Stats like that may cause today’s news to carry an air of the inevitable. But Sony’s declaration for 2028 is still likely to produce a shock, as the biggest gaming platform on the planet that uses game discs leaves them behind. Discs going away, but the fate of game boxes is unknown Sony is committing to still selling games in physical retailers even after they drop discs in 2028. Just how those games will be sold—in boxes with codes inside, as cards marked with digital redemption codes—is unclear. Digital games will also continue to be sold in the online PlayStation Store. New games released for PlayStation consoles prior to January 2028 will be unaffected by the policy change, Sony says. That means the PS5 games of 2027, be they a new Madden, a new God of War, a new Call of Duty, a new Sly Cooper (one can dream?), would still potentially be offered on disc. PlayStation 6 implications Sony’s timeline for a transition to a no-disc era will also spin up more speculation about the timing and configuration of Sony’s next-generation console, the probable PlayStation 6. “This pretty much guarantees that PS6 won’t arrive until 2028 at the earliest,” Piers Harding-Rolls, senior games research analyst at Ampere Analysis tells Game File. Harding-Rolls also concludes from today’s news that “the base version of a PS6 will not include a physical media drive,” as Sony looks to keep costs down on the device. Sony itself is saying nothing about the PS6 today: not its timing, nor how it might or might not support internal or external disc drives in order to run disc-based PS4 and PS5 games, should the console be backwards compatible. The many signs this was coming Industry support for games being released on physical media has been waning. As has consumer interest in them. PC games effectively went all-digital years ago, thanks to the popularity of playing games through Steam and other digital storefronts. The Covid-19 pandemic and the lockdowns that kept much of the global population home helped shift shopping patterns toward downloads. Sony’s own data shows PlayStation game downloads being an uncommon consumer choice a decade ago and now becoming the norm. On consoles, physical media has been in such decline that Sony and Microsoft both launched their current gen Xbox Series and PS5 consoles in 2020 with cheaper versions that lacked disc drives. In early 2024, Phil Spencer, then head of Xbox, told me that ““[w]e ship games physically and digitally, and we’re really just following what the customers are doing.” He added that the game industry had become an outlier in still supporting disc-based entertainment, even as movies and TV have bailed on discs in favor of downloads and steaming: “Gaming consoles themselves have kind of become the last consumer electronic device that has a drive. And this is a real issue, just in terms of the number of manufacturers that are actually building drives and the cost associated with those. And when you think about cogs that we’re going to go put in a console—and as you have fewer suppliers and fewer buyers—the cost of the drive does have an impact.” Last year, the Nintendo’s Switch 2, which uses cartridges rather than discs, introduced the concept of game-key cards, which are physical media that contain no game, just a prompt for a download. Even disc-based games aren’t what they once were, now frequently containing just stubs of games rather than the whole thing. The website Does It Play has tested over 3000 games and found that, for example, that the disc version of this year’s hit 007: First Light, only contained the game’s first mission, with the rest needing to be downloaded. Beyond all that, last week brought the news that Grand Theft Auto VI, likely the biggest game launch this decade, will debut for PS5 and Xbox Series without a disc-based version. Today’s big news comes to you for free. Game File is a reader-supported publication. To receive new posts and ensure more of my work is possible, please consider becoming a free or paid subscriber. Subscribe Discs helped define PlayStation However the trends in entertainment may be going, it is still remarkable to see PlayStation ditch discs given their importance in PlayStation history: In the late 1990s, the first PlayStation’s support for games on relatively cheap CD-ROMs instead of traditional game cartridges allowed the upstart console to outmaneuver cartridge-based systems from Nintendo and Sega, as it drove down game prices down in the process. (The cheaper disc format even prompted Final Fantasy VII maker Square to taunt Nintendo in a magazine ad, saying that if the game was “available on cartridge, it’d retail for around $1200.”) PlayStation devices often doubled as machines for watching movies and TV on the latest disc-based formats. In the late 2000s, for example, Sony’s pricy PS3 gained traction as a go-to device for playing then-novel Blu-Ray discs. In 2013, Sony effectively roasted the digital game-sharing restrictions proposed by rival Microsoft for its upcoming Xbox One console by showing how games could be shared for the then-upcoming PS4. In a 21-second clip that has over 20 million views on YouTube, one PlayStation executive simply handed a game box—presumably with disc inside—to another, who said “thanks.” Sony’s possible motivations The PlayStation announcement today cites “consumer preferences” and a shift away from discs among “the broader entertainment industry,” but does not delve into the decision-making process that brought Sony to this point. Sony is not discussing the economics of this move (I asked!), but there are a number of potential factors: Abandoning discs will spare Sony the cost of manufacturing and shipping them, which analysts and industry veterans I spoke to said could account for $1 or so of a game’s retail price. For first-party games, that’s direct savings for Sony, though the amount is limited by the winnowing percentage of people who were even buying the disc-based versions. For third-party games, Sony could pass the savings on to partners or just retain the better profit margin for themselves. As the 2024 comments from Phil Spencer alluded to, leaving discs behind could mean leaving disc-drives behind, allowing Sony to produce consoles more cheaply. Switching to digital-only for games could diminish the risks of copies of new games leaking. It would also seemingly make second-hand sales of used games impossible, pushing more people to buy their own copies of games. These economic benefits for Sony could be boons for the games industry overall, Ampere analyst Piers Harding-Rolls tells Game File. Among other things, it could free publishers and retailers from having to worry about securing an inventory of game discs when trying to sell games, he noted. “If there is a way to streamline the business of games retail, I generally think it’s a good thing for the industry as it removes unnecessary costs,” Harding-Rolls said. “This will help offset pressure on margins from other directions – development and staffing costs for example.” Should the industry shift from game boxes that contain discs to smaller, cheaper game cards, Harding-Rolls said, that reduces pressure on publishers and retailers. “The advantage of everything going digital for the industry is that sales can be tracked much more easily and there is less commercial risk for publishers wanting to continue selling via retail,” he said. The shift to no discs will also likely impact game development timelines, as developers will no longer face the same urgency to have a build ready to submit to PlayStation for the production of a disc, as industry experts noted around GTA VI’s no-disc news last week. Instead, projects may gain weeks of development time, in the event delivery deadlines for platform approval move closer to release date. Preservationists’ likely worries While millions of gamers have shifted to digital, there are still people who associate game discs—and only game discs—with actual ownership of PlayStation games. That portion of the gaming community spoke up last week about wanting to buy a version of GTA VI that they could hold in their hands, could lend to a friend and could potentially pop into a well-preserved PS5 console three decades from now and still see it run. Such gamers didn’t want to worry that they’d merely purchased a digital copy that could lose access to the game if, say, the company behind the game someday turns of the servers that transmit downloadable copies. Digital copies of games are inherently less long-lasting, because consumers aren’t actually buying a game (on a disc), just buying access to the game. The fine print in online gaming shops notes this, as does a recent law that went on the books in California in 2025. That lasw requires game publishers doing business in the state to refrain from words like “sell” when offering digital copies of games, unless they explicitly tell consumers that what’s being sold isn’t the game itself but a potentially revocable license to access it. A Sony spokesperson noted to Game File that “[w]ith all digital content, including games, movies, and music, players are purchasing a personal license for non-commercial use.” Regarding the fears of PlayStation games being lost to time in an all-digital era, the rep also noted that Sony remains “committed to delivering experiences from past generations to the new platforms our players are using.” They noted that PlayStation has used emulation and remasters to keep offering its classic games to modern gamers. It’s true that many consumers have become accustomed to not having physical copies of new music albums or movies, but the relative precariousness of digital copies of games is in fact being highlighted today by…. Sony’s other big announcement: the upcoming closure of the PS3 and PS Vita online stores Sony said today that it will be closing the online marketplaces for its PlayStation 3 console and PS Vita handheld in most countries in July 2027 (sooner elsewhere: August 2026 for the PS3 store Mexico, Honduras and Nicaragua; late 2026 for PS3 in other Latin American countries and the Middle East). “We know this news may be disappointing to PS3 and PS Vita players who hold a special place in their hearts for this generation of gaming,” Sony said in its announcement, saying the move “was not an easy decision for us to make.” Sony said that PS3 and Vita marketplaces “are no longer able” to support modern commerce systems, prompting a “need” to close the shops and focus on more modern PlayStation platform stores. The news may spark some deja vu. Sony announced back in March 2021 that it planned to take the PS3, Vita and PlayStation Portable marketplaces offline that summer. The move would have caused some 2,000 digital-only games to become unavailable for new purchasers, according to a VGC analysis at the time. Fans complained loudly. By April 2021, Sony walked back the PS3 and Vita shop closures, with then PlayStation boss Jim Ryan saying “it’s clear that we made the wrong decision here.” This time around, Sony is giving a longer notice period in most regions. The closure of those stores is still likely to cut off access to new purchases of digital-only PS3 and Vita games. The current PlayStation 5 marketplace sells PS5 and PS4 games, as well as a selection of PS1 and PS2 games. It does not sell PS3 games, because games for that platform can’t run on the system (some are offered via a PlayStation Plus streaming option). Vita games also aren’t sold via PS5. Sony says digitally purchased PS3 and Vita games will be downloadable after the stores’ shutdowns “for the foreseeable future.” Sony’s move contrasts with Microsoft’s Xbox platform, which continues to sell and support games from all four Xbox console generations. But it puts it in line with Nintendo, which disabled purchases in the marketplace for its Wii console (a contemporary of the PS3) in 2019. Nintendo discontinued purchases in the online shop for its 3DS portable (a contemporary of the Vita) in 2023. The big questions about Sony’s 2028 post-disc era Will Microsoft follow suit, ending support for new disc-based games on Xbox platforms and therefore all game consoles, too? Whether Microsoft does or not, will third-parties that can no longer release games on discs for PlayStation, simply ditch the disc options across the board? Given the GTA VI no-disc experiment launching this November, will more game publishers decide to forgo disc-based offerings even in 2027? How will no-disc PS5/6 games be packaged and sold in brick-and-mortar retail stores? What becomes of game sharing in an all-digital era? Will Sony modify its current set-up, which currently allows some sharing of digital games across a pair of consoles, to allow more casual lending? (See for example, Nintendo’s year-old system of letting players lend a digital game to another player in a “family group” for up to 14 days.) Will there be a version of a PS6 with a disc drive? Or will a drive be offered as an add-on? And how will gamers who want to retain access to PS4/PS5 disc-based games react to whichever configurations Sony chooses to offer? What will the final disc-based PlayStation game be?
Ways and Means in early stages of tackling sports taxation
Republican and Democratic tax writers are interested in changing how collegiate and professional athletics are handled in the tax code — but they’re in the early stages of discussing what those changes might look like. Members of the House Ways and Means Committee during a nearly four-hour hearing Tuesday expressed a desire to come to […]
Anti-Muslim politics is not patriotic
What did the Declaration mean when it said we’re all created equal?
Would Hunters Take A Lyme Disease Vaccine? We Asked
By Bram Sable-Smith and KFF Health News HealthDay ReportersWEDNESDAY, July 1, 2026 (HealthDay News) — It’s tick season, possibly the worst in a decade. More and more Americans are being exposed to these parasites as climate change expands the range where they can survive. That means more people are also exposed to the bevy of health conditions they can ...
A New Mountain West Era Begins
LAS VEGAS - Entering its 28th year, the Mountain West Conference officially begins a new era, marking a meaningful step in the league's continued growth and long-term strategic vision while maintaining its commitment to competitive excellence.
COVID Loans Were Meant For Businesses. DOJ Says $170K Went To His Personal Account
A North Carolina man has pleaded guilty after federal prosecutors said he obtained more than $170,000 from COVID-era business loan programs using false applications. Phillip ... Read More
Researchers say Anthropic’s Claude Science will boost drug discovery
Anthropic's Claude Science aims to speed up drug discovery. Northeastern scientists weigh in on what it could mean for their research.
Best of the Beehive: Art & Entertainment
Our 2026 Best of the Beehive Issue is here! ead on for all winners and finalists from the Arts & Entertainment category.
CitrixBleed To Infinity And Beyond (Citrix NetScaler Pre-Auth Memory Overread CVE-2026-8451)
Well, well, well - once again, the cat has dragged us in, and spat us out. Today, we find ourselves questioning the reality we sit within. Must it be so predictable, and why us? “But watchTowr, what do you mean?” Well, if you’re here, you likely fit into one of
7 things fantasy football players — and fans, too — should know about the Steelers’ offense
Believe it or not, Steelers training camp is only four weeks away. That means fantasy football season is right around the corner, too. One of the Post-Gazette’s...
What Seattle World Cup matches mean for Chinatown International District
Local organizers ensured they made no promises to business owners, despite some estimates Seattle would see 700,000 visitors.
The Taste Advantage: Inside The Vogue Business x Sparks Cannes Lions Breakfast
Vogue Business and Sparks convened a group of CMOs and other luxury leaders during Cannes Lions to discuss the future of meaningful connection.
Scientists say creatine may help fight depression
Creatine is best known as a muscle-building supplement, but scientists are now investigating whether it could also help treat depression by boosting the brain's energy supply. A new review examined five randomized clinical trials involving 238 participants and found mixed results. Two studies, both involving women with major depressive disorder, reported that adding creatine to standard treatment improved symptoms, while three others found no meaningful benefit.
Mammoth Structure Found in Deep Space Challenges Our Understanding of The Universe
What does it mean?
Addison Barger Will Be Out Longer
The start of another series, and all I’m thinking is ‘don’t be swept’. That stuff about Addison Barger being back soon? Not so much. He has a ‘stress reaction in his back’. I guess that means stress fracture, but he’ll be shut down for two more weeks. So let’s hope that he might be back […]
Netflix and Superheroes Are Having a Rough Stretch on Streaming....
(Welcome to my weekly streaming ratings report, the single best guide to what’s popular in streaming TV and what isn’t. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. If you were forwarded this email, please subscribe to get these insights each week.) I have a quick prediction before we start today’s article: You might see this data in future news articles. Not my specific charts or analysis, but the core trend I’ve been monitoring—Netflix is having a lackluster Q2—will become inescapable. Often, folks want to know “What does the data say?” Well, that’s what it says. I haven’t seen this analysis hit the trades really yet, but I have a feeling some other outlets are going to start making this case soon. Remember, you read it here first. You probably have read about the problems facing superhero films at the box office this weekend. Well, this week, I explore whether superheroes are dying on TV as well! And the data says: definitely maybe! We have a lot to cover in today’s Streaming Ratings Report, which covers the two weeks of 18-May and 25-May. Today, I’m just looking at TV, like Netflix’s disappointing Q2, superhero shows underwhelming, a few TV shows dropping off the charts, The Pitt finally ending its epic run on the viewership charts (and whether “view counts” change its status as one of the biggest shows of all time), all the flops, bombs and misses, and a whole lot more. Tomorrow, I’ve got a great rundown of the film side of things. Let’s dive right in! (Reminder: The streaming ratings report focuses on the U.S. market and compiles data from Nielsen’s weekly top ten viewership ranks, Luminate’s Top Ten Data, Showlabs, TV Time trend data, Samba TV household viewership, company datecdotes, Netflix hours viewed data, Google Trends, and IMDb to determine the most popular content. While most data points are current, Nielsen’s data covers the weeks of May 18th to May 31st, 2026. You can find a link to my terminology here.) Subscribe Television - Netflix’s Q2 Slump Continues Having analyzed streaming ratings for going on half a decade, I have learned to trust my gut, but I’m always relieved when I can find actual data to back it up. For example, after a string of very popular shows like Stranger Things, Bridgerton, The Lincoln Lawyer and The Night Agent came out, week after week, in January and February, my gut wondered if Netflix had enough new and returning TV shows to sustain them throughout the year. Since then, Netflix’s post-March slate of shows has not impressed me. This week seemed to feature a potential new hit, but then, like a classic Duffer Bros. TV show, there was a twist. I speak of The Boroughs, Netflix’s latest (and last) Duffer Bros. produced show. The pitch is “Stranger Things with older actors”. And it topped the Nielsen charts: With just two weeks of viewership, The Boroughs would have been a top 25 debut show last year: But here’s the twist: Netflix has already cancelled The Boroughs! What happened? Likely a few things. First, the show didn’t do as well globally as it did in the US. As What’s on Netflix showed, it lagged behind several other shows that got cancelled. Second, its completion rate was likely low; after an initial burst of interest, it quickly dropped off on the Samba TV and Luminate charts. Third, the Duffer Bros. left Netflix for Paramount, and that may have factored into Netflix’s decision here. (Though I tend to believe that if a show is doing well, Netflix would have kept greenlighting seasons.) Still, just because I can explain why Netflix may have cancelled this show doesn’t mean I’m justifying it. In particular, as I’ve noted before, Netflix is losing a lot of their bigger shows as they reach their natural ends, and they need to replace those shows. This show had the hallmarks of a big new genre show, and it’s their biggest hit of the last few months (in the US at least), but now it’s done. Netflix’s other show this week—The Four Seasons, the second season of the “hit” show from last year—definitely disappointed. Its sophomore season had about half the viewership of the first, only 12.7 million hours. It also only had a two week run on Samba TV, and its numbers were all down on Luminate too. In other words, even with two successes, the Q2 slump for Netflix looks real: I could add to the list of disappointments: Both Lord of the Files and Man on Fire had short runs on the Nielsen charts. Running Point’s sophomore season also opened to about half its viewership, similar to The Four Seasons. A Good Girl’s Guide to Murder’s second season—see below—didn’t even make any of the three viewership charts I track, unlike the first season. Netflix is absolutely having a dismal second three months of 2026. If this Nielsen data is any indication, and I think it is, I think this will show up in Netflix’s engagement report, and maybe even their financial outcomes. And the rest of June doesn’t look much better. We have two hit shows coming back—Sweet Magnolias, one of their quietest big shows, and Avatar: The Last Airbender, a big hit for them in 2024—but the other big swings are limited series crime thrillers i.e. no future season potential. Like I said above, sometimes when I uncover a juicy nugget like this, other outlets end up writing very similar articles mimicking the data without credit. We’ll see if that happens this time! Share Television - The State of Superhero Shows on Streaming When I first heard the pitch for Spider-Noir—a Sony TV show on Prime Video that binge-released eight episodes first on MGM+ then on Prime Video two days later—I had my doubts. It’s a live-action Spider-Man show set in the 1930s, starring Nicholas Cage, based on a cameo of a character in Spider-Man: Into the Spider-Verse. No, seriously, that’s the pitch. That could either go terrifically well or horribly wrong. Great because, Spider-Man. He’s the biggest superhero we have. I’ve seen tracking numbers that put the new _Spider-Man: Brand New Da_y as the blockbuster of the year and initial pre-sales back that up. And yet this Spider-Noir pitch feels very esoteric. (Also, the eight-episode binge release feels very “Amazon copying Netflix” again.) So what’s the data say? And what does this say about the future of superhero shows?
UNC sports give you the chance to be a part of something bigger
"The more I thought about it, the more I realized how deeply sports are woven into the culture of this university. Being a UNC student means inheriting a lifetime of 'we get to’s' through sports."
Small business is about people helping people
Local Chamber president Mike Murphy says it means jobs for our community.
WhatsApp Opens Username Reservations to 3 Billion Users
WhatsApp will let the messaging service’s 3 billion global users select a username for their account, a change meant to increase privacy by letting people connect on the platform without having to share their phone number.
How The Nitro Bar became a booming coffee business
As part of the series Women Mean Business, NBC News' Savannah Sellers spoke with The Nitro Bar co-founder Audrey Finocchiaro about building a fast-growing coffee brand, expanding to New York City, and turning a bold idea into a thriving business.
Xbox reportedly stops signing third-party Game Pass deals
Studios are apparently no longer being offered Xbox Game Pass deals. But what does this actually mean?
Apple Plans Wider Color Gamut for Future MacBook Pro, iMac, and iPad Pro
Apple plans to adopt OLED panels capable of displaying a much wider range of colors, according to a new report from research firm TrendForce. The new panels would cover 95% of the BT.2020 color standard, which describes a far broader spectrum of colors than the DCI-P3 standard Apple's screens currently target. In practice, that means deeper, more accurate reds, greens, and blues.
Supreme Court declines to hear Trump appeal of E. Jean Carroll sexual abuse verdict
The Supreme Court Monday declined to take up an appeal from President Donald Trump over a $5 million verdict and finding that he sexually abused and defamed E. Jean Carroll, a decision that means the president will now have to pay the magazine columnist.
FAIR Health Price-Informed Tools Support Healthcare Decisions Among Diverse Older Adults
/PRNewswire/ -- Price-informed shared decision-making tools developed by FAIR Health, a national, independent nonprofit, can facilitate meaningful healthcare...
After months of unanswered pain, a Philly woman learned she had Stage 3 colon cancer. Now she’s pushing for equitable care
Medical advances mean that more people are surviving cancer. But not everyone is benefiting from those gains equally, a new report shows.
It looks like PlayStation 6 is going to cost Sony about $1,000 to make, which likely means it will cost more than that at retail
The cost to make a single unit of the PlayStation 6 has gone up, according to new information from a reliable insider.
The ERs that can turn patients away
The hospital operator Nutex enriched itself by exploiting loopholes in laws meant to protect patients, STAT found.
Investor Clive Meanwell on designing biotechs for population health, and AI's role as a catalyst
Clive Meanwell, chairman of investment firm Population Health Partners, was an AI skeptic until recently. Now, he thinks it's a catalyst.
Help start the conversation on mental health
A new guide from the Kentucky Injury Prevention and Research Center is helping healthcare providers start meaningful conversations about mental health during routine visits.
Anxiety drives child mental health referrals past one million
Demand is soaring beyond capacity, meaning children in England wait years for help with various conditions.
Millions take omega-3 fish oil for brain health but a new study found no benefit
Fish oil supplements successfully delivered omega-3s to the brain, but a two-year study found no meaningful benefits for memory, cognition, or Alzheimer’s-related brain changes. The results challenge the idea that fish oil pills can help prevent Alzheimer’s and shift attention toward overall diet and lifestyle instead.
Millions take omega-3 fish oil for brain health but a new study found no benefit
Fish oil supplements successfully delivered omega-3s to the brain, but a two-year study found no meaningful benefits for memory, cognition, or Alzheimer’s-related brain changes. The results challenge the idea that fish oil pills can help prevent Alzheimer’s and shift attention toward overall diet and lifestyle instead.
Meaningful Outcomes Determine the Winners of the Health AI Race
Global investment in healthcare AI exceeded $18 billion in 2025, yet health systems still lack a shared understanding of the outcomes that investment should deliver. This paper argues that success in the health AI race will be determined not by technological sophistication but by which systems first identify and pursue the outcomes that matter most to patients, professionals and health systems. Without a shared language for defining and measuring what healthcare AI should deliver, systems risk optimizing for what is easiest to count rather than what matters most. This paper provides a framework for ensuring AI investment translates into real value for healthcare systems and the populations they serve.
Samsung Galaxy Z Fold 8 Gets Disappointing Display News Before Release
Samsung's Galaxy Z Fold 8 Ultra won't have a privacy screen despite it being a key Galaxy S26 Ultra feature. Here's what that means for the phone's price ahead of launch.
Efzimfotase alfa demonstrated improvements in bone health in treatment-naïve pediatric patients with hypophosphatasia achieving median difference of 1.67 vs placebo in RGI-C Score at week 25 in MULBERRY Phase III trial
Positive results from the MULBERRY Phase III trial showed that efzimfotase alfa (ALXN1850), an investigational enzyme replacement therapy, demonstrated a statistically significant and clinically meaningful improvement in bone health in children (2 to
What Mamdani's congressional hat trick means for NYC politics | The Point Full Episode 6.28.26
New Captain Jack Sparrow Entertainment Coming to 2026 Mickey's Not So Scary Halloween Party
Halfway to the Holidays is over, which can only mean one thing: Halloween is almost here at Walt Disney World!!! Don't roll your eyes or laugh. This isn't a joke. At least, not a funny
Nest’s quest to fix your thermostat
On Version History: What “the iPod of thermostats” really means.
My 2 sons moved back in with me; my expenses have gone up
My two sons still live with me so they can save on housing costs. That means my expenses have gone up, like electricity and grocery budgets.
Esports means business for new generation of fans
Valhallan, a youth esports training organization, hosted a grand reopening of its second Long Island storefront in Wantagh on Saturday.
📸 Where’s he pulled that from?!?!? Uzbekistan score a stunner
Although progressing is almost impossible for the Uzbeks purely because of their poor goal difference after the heavy defeat to Portugal, the Central Asians have by no means given up here. Eldor Shom...
Mary Means Business: Raising Cane's eyes Starkville location
I’m about to act a fool, because it looks like Raising Cane’s is finally on its way to Starkville. The, in my opinion, premier chicken joint is officially
Tony Goldwyn recalls Hollywood 'people that were mean' changing their attitude toward him after this hit film
Tony Goldwyn said that Hollywood colleagues treated him as if he 'had the plague' when he was an unemployed actor, and those same 'mean' people changed their tune after this hit movie.
Five Million Americans Lost ACA Health Insurance—Here’s What That Could Mean For Public Health
New data shows 5 million Americans have lost health insurance through the ACA. A doctor breaks down the downstream consequences for public health in America.
Sony is deleting over 550 purchased movies from PS5 users’ digital libraries
PlayStation says a licensing agreement means users will no longer be able to access some purchased videos…
The Extremely Online Senate Race Testing Democrats’ Midterm Strategy
In 2026, winning an election might mean winning the most attention online.
Why the CEO of AllianceBernstein says you should worry about an AI bubble
"Is it likely we have a meaningful correction? I think it is," AllianceBernstein's CEO told Business Insider in an interview.
Why GTA 6 is launching without a disc - and what it says about gaming's future
Music and films are now largely digital-only - does the lack of a disc for GTA 6 mean gaming is going the same way?
The Business of Grand Theft Auto VI, Explained: How a Billion Dollar Game Is Likely to Pay Off
Anthony Palomba on why the stakes are so high for the Grand Theft Auto VI launch and what it means for the gaming industry and the entertainment industry as a whole.
Faculty voice: The creative tension of America’s founding documents
Eric Gonzalez Juenke, an associate professor at MSU's Department of Political Science, reflects on the founding documents of America and what it means 250 years later.
Early Homo sapiens may have lived in rainforests, new clues suggest — and it could overturn our understanding of human evolution
The long-held idea that rainforests held a minor role in our species' evolution is changing — and our ability to adapt to these tropical areas may give insight about 'what it means to be uniquely human.'
What New York’s primary upheaval means for Democrats: Join Friday’s Whole Hog
Democrats are still feeling the political aftershocks of New York’s primaries on Tuesday night, including New York City Mayor Zohran Mamdani-backed victories. What could it signal for the party? Pl…
Gay Street businesses cope with Capital Line construction
The Capital Line is meant to be transformative for Downtown. But right now it's presenting challenges for businesses.
As Colorado votes, rural voter politics could influence key races
Rural doesn’t necessarily mean conservative, and the opinions of these 10 voters run the gamut.
Making Our Own Luck
We are cross-posting a piece that former NIH official Kris Willis wrote for Macroscience. Kris is now the President and Founder of the Woodley Park Institute, for which I’m a board member. Picking winners or hedging bets? Federal science agencies have long wrestled with the question of how to ensure their billions of dollars of grants and contracts result in maximum benefits for Americans. On the surface, it might seem that a goal-oriented, interventionist style of management would be the best policy: prioritize our most pressing problems and distribute funding accordingly.This top-down strategy creates a unique hazard, though: bad choices can send resources in the wrong direction, resulting in slow progress that impedes the delivery of tangible benefits to citizens. Moreover, if decision makers pursue an applied advance when the underlying scientific principles remain poorly understood, they risk costly failures and a loss of support for the research enterprise at large. Examples include Nixon’s 1971 War on Cancer, undertaken on the premise that a cure could be achieved in less than a decade, the drive to build an operational commercial fusion plant by the mid-1990s, and the National Plan to Address Alzheimer’s Disease, which failed to produce the effective treatments and prevention strategies promised by 2025. The contrasting laissez-faire approach is to hedge your bets. If the path to an advance is impossible to predict, then the wisest choice might be to distribute funding to as widely as possible. The main risk of this strategy is that spreading funding thinly may limit the resources available to the most promising research, resulting in the same negative outcomes as the interventionist approach: limited support for the most promising topics, slow progress, and delayed returns. In reality, at science agencies like the National Science Foundation and National Institutes of Health, program managers navigate between these two extremes, setting some funds aside to target high-priority areas and using the rest to cover the widest possible range of meritorious proposals. This middle path seems like the most rational way to proceed, but it still requires making choices. How much should be set aside for high priority topics? What should those topics be? How should we define merit? Expert opinion can provide a helpful guide, but leading experts can have remarkably different opinions about what matters and what should be prioritized. Moreover, experts and administrators alike can be risk averse, giving an edge to high-profile, well-established concepts. What’s really needed is a data-driven framework to help guide decision-making, one that doesn’t simply repackage prestige or incumbency. Recognizing breakthroughs years in advance Many breakthroughs fail to attract funding or recognition at the earliest stages of development. Katalin Karikó, for example, spent years struggling to win grants for work on mRNA that would eventually win her and Drew Weissman a Nobel Prize. Similar stories can be told about Jim Allison’s groundbreaking studies leading to the development of cancer immunotherapy, Stan Pruisner’s demonstration that prions can self-replicate without DNA, or Robin Warren and Barry Marshall’s proof that Helicobacter pylori, not stress, causes ulcers. Yet at some point, the scientific community recognizes and responds to transformative breakthroughs like these. How does that change happen? And what if science funders could identify the areas that are on the cusp of a breakthrough? Those questions led my collaborators and me to study how scientists responded to past breakthroughs. Based on patterns in that data, we developed a means of predicting future breakthroughs, using biomedicine as a proof of concept. It’s worth taking a moment to describe how our approach works. Briefly, our prediction process begins by grouping the 18 million or so peer-reviewed papers in PubMed, the authoritative database of biomedical research, into roughly 50,000 unique topics. A small subset of these topics are so widely acclaimed as breakthroughs that they have been recognized with a major prize like a Nobel or a Lasker Award. We theorized that studying the development of these outliers over time, especially before they gained acclaim, was the key to identifying future instances of them. After defining topics, we chose 21 representative breakthroughs and asked what they looked like before they won prestigious prizes. To answer that question, we re-ran our topic-mapping algorithm repeatedly, winding back the clock one year each time, stringing together the years to follow the progress of each field as it grew and advanced. We found that in each case, the years leading up to a discovery followed a pattern: a burst of papers on a new, rapidly evolving topic, many of which quickly became influential. These characteristics—the percent of papers that are new, the percentage of papers that are brought in from other topics, and the influence of each individual paper—can all be measured separately for any given topic. Together, they act as a predictive signal that is detectable an average of five years before a transformative discovery is made, and up to thirty years before the discovery receives a major prize. Scanning the current research landscape for topics that display this signal allows us to predict what work will likely produce a future breakthrough. Each year we analyzed includes four or five signals, a number that appears to have remained constant across a twenty year time frame. In their classic work on the sociology of science, Bruno Latour and Steve Woolgar established that the desire to participate in a major discovery is an important motivator for scientists as they consider whether they should take up (or abandon) a research problem. Although further work is needed, the simplest explanation for our results is that this behavior is widespread enough to detect at scale. A foundational advance, or something like it, draws the attention of scientists and causes them to change the direction of their research. They vote with their feet, staking their own reputation and careers by publishing on and citing the new idea. That upswell of interest is the foundation of our breakthrough signal. What kind of research does our model identify as a breakthrough? After building a model based on the patterns in our 21 preselected breakthroughs, we tested it by identifying all early signals of discovery from 1994 through 1997. Of the 18 signals we found in that time period, 17 can be traced forward in time to a breakthrough. Examples include super-resolution fluorescence microscopy (see the image above), the directed evolution of proteins and enzymes (Chemistry Nobel, 2018), and sequencing the human genome (National Medal of Science, 2008). The discovery of the role of leptin signaling in obesity is a particularly interesting case study. Around 1950, scientists noticed the existence of a type of lab mouse that suffered from a unique inherited form of obesity. When given the freedom to choose their own diet, these mice ate more than normal and preferred food that was high in fat. Researchers had few clues as to why the animals overate; early experiments pointed to the existence of a soluble ob factor found circulating in the bloodstream that regulated appetite, but its identity was unknown. In 1994, Jeffrey Friedman and colleagues identified and sequenced the ob gene, noting that the protein it encoded appeared to fit the profile of a circulating factor. A year later, a trio of high-profile publications demonstrated that ob was a hormone that regulated body weight and fat deposition by regulating appetite. One of these was co-authored by Friedman, who christened it leptin from the ancient Greek word for thin. Using our model, the data from 1996 make it clear this advance would become a breakthrough. Scientists had flocked to study the biology of the new hormone, generating the flurry of new papers and citations required to produce a signal. One of these demonstrated that serum leptin concentrations reflected the amount of adipose tissue in the human body, providing clinical validation of the earlier mouse studies. Before the identification of leptin, scientists were unable to point to a specific molecule that controlled appetite and adiposity, so that it was impossible to rule out non-physiological causes of obesity; its characterization fundamentally changed our concept of weight gain. In 2010, Friedman and fellow pioneer Douglas Coleman were awarded a Lasker for the discovery. Our work also identifies breakthroughs in clinical practice and behavioral and social sciences, even though these areas are less likely to draw the attention of major prize committees. One example that falls into this category is the introduction of endovascular aneurysm repair, a minimally invasive surgical procedure for the treatment of abdominal aortic aneurysm, a leading cause of death among Americans over the age of 65. Relative to the previous standard of care, it reduces in-hospital mortality by almost four-fold. In 2017, Timothy Chuter received the American College of Surgeons’ prestigious Jacobsen Innovation award for his multiple refinements to the technique. Another under-recognized breakthrough identified by our model is the development of standardized survey instruments to assess the quality of life for HIV+ patients. The antiretroviral cocktails introduced in the mid-1990s reduced AIDS mortality, but treatment came with serious side effects. The new evaluations showed that patients whose disease progressed had worse physical functioning than Americans with other chronic diseases, while those who were asymptomatic maintained a health-related quality of life on par with the overall US population. This evidence made it possible for patients and activists to argue that even in the absence of a total cure, and in spite of the side effects, alleviation of symptoms was a worthwhile priority for clinicians. My colleagues and I have failed to identify any significant recognition for the physicians and health policy experts who pioneered this advance, although in 2016, researchers called for the World Health Organization to set targets for good health-related quality of life as part of its framework to end the AIDS pandemic. From forecasting to funding How should science funders use our predictions? Any serious discussion of what we should do with this new capability needs to begin with an understanding of its limitations. We can’t (and shouldn’t) invest all of our resources in the small number of topics predicted to produce breakthroughs. Innovative new fields are born from existing ones; they rarely arise de novo. If funders don’t maintain a diverse portfolio, the breakthroughs of tomorrow will have no antecedents. Think of this as eating the seed corn, or killing the goose that lays the golden egg. There are also multiple goals of funding beyond basic scientific discovery, including translating discoveries into clinical practice, developing new technologies, supporting economic development, and training new scientists. The investments needed to accomplish these goals are likely different from those required to support emerging breakthroughs. Finally, we must be aware that we may not capture every instance of a breakthrough. The concept is fuzzy, and not every significant discovery is recognized with a major award. Further, breakthroughs are rare, meaning that our dataset is, by necessity, small. This makes formal estimates of accuracy challenging. Although our overall success rate appears to be high, any one signal may turn out to be a false positive. We found one apparent example: the development of the third generation COX-2 inhibitors, Vioxx and Celebrex, which were much celebrated in the early 2000s as effective but non-addictive pain relievers, meets all the algorithmic criteria of a breakthrough. Five years after it received FDA approval, researchers demonstrated that Vioxx was associated with serious cardiovascular complications, and the manufacturer voluntarily pulled the drug from the market. Celebrex remains available, although like other NSAIDs, it carries an FDA warning for increased cardiovascular risk. Decision makers who were overly focused on the breakthrough potential of this research might have wasted substantial resources nurturing an area that ultimately proved to be a failure—but so would those who relied on expert opinion at the time. That said, the potential benefits of funding the next mRNA vaccine or cancer immunotherapy years earlier than we might have are large. When we can’t assume the outcome of an action, it’s worth conducting an experiment. Can targeted support for areas that are poised to produce a breakthrough increase the return on scientific investment without cannibalizing future advances? With the necessary administrative infrastructure in place, conducting this experiment would be straightforward. First, identify all the breakthrough signals between 2018 and 2023, select half at random, and commit to a decade of investment. For biomedicine, a six year window should yield about 30 topics with the potential to produce a breakthrough. Providing strong support to half of these might be accomplished for $300 million a year. That’s roughly half of the recent annual budget of the NIH Common Fund or around 20% of the fiscal year 2025 budget for ARPA-H. After five years, then again at ten, compare to see which group — the one that was actively managed, or the control — produced more breakthroughs, and on what timescale. Although we used biomedicine as an example, the same experiment could just as well be run for physics, materials science, or any other discipline. Any attempt to undertake such an experiment should keep three points top of mind. First, we can predict the topic of future breakthroughs, but the people and vision for how to move the work forward are still important. In practice, this means success requires active program managers with the expertise to develop the science and the authority to do so, including by recruiting investigators. Second, we would be wise to learn from the failures of past attempts to fund transformative research. High among these are funding modestly repackaged work, confusing the genuinely novel with the merely unfamiliar, and relying too much on incumbent investigators. All of these risks can be mitigated by thoroughly and intelligently integrating high quality data into portfolio management. Finally, we need to have patience. Even with strong funding support, producing a breakthrough takes time. If supporting breakthroughs is the best way to nurture the birth of new fields, we also need to accurately describe and properly manage the other two stages, so that we invest wisely throughout the productive lifetime of ideas and divest once they reach the point of diminishing returns. We would benefit from more study of all of these phases, especially the transition from one to another. More research could answer questions like: When does a breakthrough become an established field? How do the availability of funding, the size and characteristics of the available workforce, and the accumulation of evidence that disagrees with prevailing models affect a field’s decline? Exactly how do old ideas give birth to new ones, and can we speed up the process? The more we understand about the dynamics of scientific progress, the better we can maximize the odds that our curiosity leads to results. I’d call that finding a way to make our own luck.
Employers Want AI-Enabled B-School Grads. But Do They Know What That Means?
A new survey of corporate recruiters says business schools need to focus on training students to use AI — in five years.
YouTube Shorts player adding Clear Screen mode & 2x playback, removes dislike
YouTube today announced a number of updates to the Shorts player meant to “create a more intuitive Shorts experience.”
Graham Platner backs legal maneuver using Maine law to rein in political spending
Democratic U.S. Senate nominee Graham Platner wants to overturn the landmark U.S. Supreme Court ruling that enabled corporations and other outside groups to spend unlimited money on elections by any means possible. He supports a constitutional amendment and ethics rules on the high court, which the Sullivan oyster farmer included in his latest policy rollout […]
Supreme Court strikes down Hawaii law requiring permission to carry guns in stores and hotels
The high court's 6-3 decision means people can carry guns onto privately owned property like shopping malls and gas stations, unless the owners specifically say guns are banned at their establishments.
Here’s What It Means to Be a Democratic Socialist
Universal health care, taxing the wealthy and opposition to military aid to Israel are among the movement’s key tenets.
How should European scientists respond to the US AI kill switch?
Earlier in June, Europe’s worst fears of technological dependence were confirmed when the White House ordered the AI firm Anthropic to stop non-US citizens using its leading models. This kill-switch moment crystalised anxieties in Brussels that the continent, lagging the US on the creation of leading-edge AI models, is now a technological of vassal of Washington. The shock has specific implications for European scientists and universities. Some governments are now worried that with AI being integrated into labs, Donald Trump now has his finger hovering over an off switch for European science. “Having restrictions on this tool, it can have an impact on our own research,” said France’s research minister, Philippe Baptiste, at the VivaTech conference in Paris on June 18.Baptiste, himself a former academic, said that colleagues in mathematics had recently warned him they were now cut off from leading-edge US models, risking their work. “This model is not available anymore now because of the US restriction, and for the first time this had an impact on mathematics,” a field where large language models (LLMs) are making a significant contribution, said Baptiste. So, should European scientists avoid relying on US models in the future? Or would this be a self-harming overreaction? And how is AI being used in science, anyway? What happened?On June 12, it emerged that Washington, citing cybersecurity concerns, had ordered Anthropic to stop non-US citizens using two models: Claude Mythos 5, and Claude Fable 5, a version of Mythos but with guardrails to prevent abuse. Anthropic said Washington’s concerns were overblown. But forced to follow the order, yet with no way to check who was using the models, the company suddenly shut down access for everyone, US citizens included. There’s still no agreement on how to restore broad access. But last week, Bloomberg reported that select US companies, and the US government, still had access to Mythos despite the ban, but the EU’s cybersecurity agency Enisa had been shut out. Class division of researchersIn the longer term, access outside the US should be restored, said Marcel Salathé, co-director of the AI centre at the Federal Polytechnic School of Lausanne (EPFL), because a permanent restriction would be financially ruinous to US AI firms. “Even Trump will eventually budge to economic pressure,” he said.However, US AI firms might end up operating rather like banks, doing due diligence on users of their leading-edge AI models, he went on.European scientists are unlikely to fall foul of such checks, he said. But having a Chinese postgraduate in their lab, or doing a type of research the US disapproved of, could potentially result in access being denied. “It will create a sort of class division of researchers,” he said. More than frontier modelsHowever, successfully deploying AI in science is about far more than just having access to leading LLMs such as Mythos.Instead, many science-specific tools, most famously Alphafold, which predicts protein folding structures, require “far less” computing power to train than frontier models, well within the capabilities of European supercomputers, according to a recent analysis by the Arq Foundation, a Brussel-based AI think tank. Instead, tools such as Alphafold are possible because certain fields, like protein folding, weather prediction or astronomy, have large, clean, standardised datasets that can be used to train predictive models. Rather than compute, “data is the central constraint for AI for science,” the report says. For example, a less powerful physics model trained on CERN’s data “will be more valuable than the best model without certain data,” said Bengüsu Özcan, author of the report. European advantage?Europe could therefore steal a march by using its scientific data and infrastructure to create models US digital giants cannot. “They might actually match or go even beyond what these big [US] companies are doing,” said Özcan.Indeed, some European start-ups hope to create automated testing labs to create the kind of standardised data that could speed up the discovery of new materials. Materials scientists say there’s currently too little data to train models. AI scientistsHowever, even if the bottleneck for AI in science is often data, rather than compute, being at the mercy of the US for LLM access could still become a problem for European scientists. A new class of “AI scientists” based on leading LLMs is also emerging, Özcan’s report says.Unlike domain-specific tools like Alphafold, these try to automate day-to-day scientific work, by providing an overarching tool that coordinates specific models to synthesise existing literature, generate hypotheses or run analysis of data. The problem for Europe, however, is that these tools are sometimes based on US leading models. Google Deepmind’s AI Co-Scientist, for example, is built on Google’s Gemini LLM. Systematic failureThese scientific automation tools are still in their early stages, and still exhibit “systematic failures on scientific tasks,” Özcan’s report says. One of the problems is that the messy, day-to-day process of scientific discovery is largely not documented, meaning LLMs don’t have a good source of data to learn how scientists actually work. Meanwhile, some tasks, such as literature synthesis, don’t typically require access to leading edge models.However, the performance of AI scientific assistants could improve as companies such as Google pour resources into developing them. Rely on US“Unfortunately, for scientific assistants, there is not much we can do right now except rely on US frontier AI,” said Antoine Bosselut, a natural language processing expert based at EPFL. Chinese-built open models, which can run on local computers, lessening the risk of a shutdown, are touted as one alternative to US dependence. There’s also Mistral, once seen as Europe’s main AI hope, but the Paris-based company has seen its recent models fall behind in performance. But the Chinese alternatives are generally not as capable as US frontier AI models, said Bosselut, unless paired with fiddly, custom tools that allows them to act as independent agents. “Most scientists do not have the time,” he said. Don’t jump ship yetAlthough the kill switch moment is seen a warning shot for European scientists, it doesn’t mean labs should abandon US AI tools immediately. “I do not think the right response is simply to abandon US-based models and systems under the banner of sovereignty or independence,” said Mattias Björnmalm, secretary general of the Cesaer university association. “That would be an overreaction.”Related articlesEuropean sovereignty in AI requires ‘ugly trade-offs,’ say experts Robotic lab start-up makes case for €500M EU-funded materials testing facilityAI in science: is it useful? Instead, European researchers need to ask themselves whether they’re becoming dependent on technology that could be turned off in Washington, said Özcan. “They might not see this today, but they should really start asking this question,” she said. European researchers need a plan B, said Salathé. “I would recommend to every researcher, very proactively explore alternatives.”Own toolsIn addition, Björnmalm and others want European research institutions to develop their own scientific AI tools.Instead of signing AI deals with US digital giants, European universities should be using this money to create their own models, which may end up being superior for research, said Sabine Leonelli, an expert on the use of AI in science at the Technical University of Munich. “Universities in Europe seem to be happy to sign commercial contracts with US companies on the assumption [their AI tools] are better,” she said. But US frontier LLMs are typically opaque, and have been developed without independent scientific input, she said. “This is not good enough for science.”Last year, Swiss researchers released Apertus, an LLM designed to be completely transparent, from its development methods to its training data. The idea is that this makes scientific tools built on top of the model far more reproducible than with closed, commercial alternatives.“Europe needs more of this: serious capacity-building that gives researchers, universities and companies credible options,” said Björnmalm.
Mary Means Business: Indoor pickleball facility plans in Columbus
Pickleball’s national chokehold on society continues, and two Columbus entrepreneurs are all in.
Venezuela's Devastating Earthquake Was a ‘Doublet’? Here's What This Means
The two deadly earthquakes happened just 39 seconds apart, but were seismologically distinct.
ADUSA tapped a former Amazon exec to helm its business. What does this mean?
The grocery company’s nominee for the top role may raise some eyebrows given Amazon’s brick-and-mortar track record, but Claire Peters' appointment could be the key to further omnichannel growth.