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How the AIDS crisis helped create a multibillion-dollar death-speculation market
Feed: NPR Topics: News (https://feeds.npr.org/1001/rss.xml)
Published: 2026-08-25 10:30:00 | Created: 2026-08-25 10:32:57
Scott Page, pictured in the 1990s.

Investors will buy your life insurance policy today — and collect the payout when you die.

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Man dies after car crash during police pursuit in Warwickshire
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-25 10:45:19 | Created: 2026-08-25 10:30:57

Another driver in critical condition as result of collision after man failed to stop for officers in Stratford-upon-Avon

A man has died and a woman is critically injured after a police pursuit in Warwickshire.

Police said officers tried to stop a black Audi on Birmingham Road in Stratford-upon-Avon at 5.23pm on Monday but the vehicle failed to stop and drove towards the A46.

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Food influencers v critics: Why credibility counts
Published: 2026-08-25 05:05:23 | Created: 2026-08-25 10:29:55
People on the food scene look at the rise of influencers and the role of social media in the industry.
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Yorkshireman believed to be first Briton to die fighting for Russia against Ukraine
Published: 2026-08-25 09:51:23 | Created: 2026-08-25 10:29:55

Bradley Townsend reportedly killed by a drone on 10 June in Donetsk region after joining up with separatists

A man from South Yorkshire is believed to be the first British citizen to die fighting for Russia in its war against Ukraine.

Bradley Townsend, a 33-year-old fisher from Barnsley, left Britain in April to join up with Russian separatists in eastern Donbas to aid in their invasion of Ukraine, despite having no previous combat experience or familiar ties to eastern Europe. Alongside 49-year-old Ben Stimson and 39-year-old Aiden Minnis, Townsend was granted Russian citizenship for joining the country’s military campaign.

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Burnham to take Zelenskyy’s pleas for Patriot missiles to Trump – Europe live
Published: 2026-08-25 14:05:13 | Created: 2026-08-25 10:29:55

UK PM to join delegation of leaders lobbying US president to step up supplies, as Kremlin accuses Burnham of wanting to continue war

Vatican envoy Paul Gallagher met Russian foreign minister Sergei Lavrov in Moscow earlier today, and Reuters has some snap quotes from Pope Leo XIV’s representative following the meeting. He is quoted as saying that “The Ukrainian war must end” and that the pair discussed “avenues for pursuing lasting and just peace in Ukraine”.

In relation to the post on a US military plane landing in Moscow (at 11:23), Reuters reported that the last time a US jet flew to Russia from Europe was in ​January, when special envoys Steve Witkoff and Jared Kushner travelled to Moscow to meet Vladimir Putin for peace talks.

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Organised crime arrests as police investigate A66 crash that killed two officers
Published: 2026-08-25 09:02:29 | Created: 2026-08-25 10:24:56
Nine men and three women are arrested as police investigate the lead-up to the crash that killed seven people.
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OnlyFans owner was paid over $700m before his death
Published: 2026-08-25 10:09:00 | Created: 2026-08-25 10:23:55
The site hosts a range of subscription-based content from cooking to fitness videos, but it is best known for pornography.
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Man dies in crash after police pursuit
Published: 2026-08-25 19:39:44 | Created: 2026-08-25 10:23:55
Two women are also hurt and one remains in hospital in critical condition.
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Readers respond to our argument that experimenting on animals is essential to human well-being
Published: 2026-08-25 09:17:35 | Created: 2026-08-25 10:23:54
The practice is unethical and unnecessary, they argue
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Chinese ship caught with banned shark fins in Pacific Ocean
Published: 2026-08-25 10:26:36 | Created: 2026-08-25 10:22:54
The ship was among four vessels detained in a surveillance crackdown by 11 Pacific island nations, assisted by the U.S. Coast Guard.
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Trump endorsement helps boost Darline Graham in South Carolina primary to replace her late brother in US Senate – as it happened
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-26 01:59:47 | Created: 2026-08-25 10:16:57

This live blog is now closed.

On Truth Social, however, the president shot down assertions that the US talks with Canada collapsed in part due a proposed trade deal that would have weakened French language protections.

“I would never interfere with Canadians speaking French!” he wrote. “In fact, I have never even thought of doing such a stupid thing. This lie was made up by a weak and ineffective Prime Minister in an attempt to gain political support, which he has totally lost, from the people of Quebec.”

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Darline Graham and Ralph Norman head to South Carolina’s Senate runoff
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-25 10:00:33 | Created: 2026-08-25 10:15:57

Republican nominee to face Democrat Annie Andrews in midterm after rushed campaigns for Lindsey Graham’s seat

Reese Boyd, the chair of the Horry county Republican party marveled on Monday afternoon at how little time Senator Darline Graham and Representative Ralph Norman have had to campaign for the Senate primary: “This is not the normal way of things.”

“This is something that usually lasts at least, you know, the better part of a year,” he said. “People normally spend the better part of 18 months getting ready for it. Who knows? This may be the right way to do it? Who knows.”

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Wisconsin kitten with 29 toes breaks world record for most toes on a cat
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-25 10:00:34 | Created: 2026-08-25 10:15:57

Maine Coon named Erebus Anomaly breaks previous record of 28 toes held for over two decades after overcoming illness

A Maine Coon kitten from Wisconsin overcame a perilous bout with pneumonia to break a 24-year-old world record for most toes on a cat, setting the new mark at 29.

Erebus Anomaly’s unique story received US national media attention on Monday, when ABC’s World News Now program recounted what one of his owners called a “miraculous” recovery from illness in his infancy – and the subsequent Guinness World Record that he clinched.

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US building twice as much gas-fired capacity as China in AI boom, analysis finds
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-25 10:00:34 | Created: 2026-08-25 10:15:57

There has been a 76% increase in under-construction gas-fired projects amid ‘frenzy’ to build more datacenters

The US has surged ahead of China in the building of new gas-fired power generation, largely to feed a boom in artificial intelligence (AI) that is adding vast amounts of planet-heating emissions, a new analysis has found.

For decades, China’s rapid economic growth has seen it outpace the US in the addition of new gas power generation but a recent “frenzy” in datacenter construction for AI has reversed this, said Global Energy Monitor (Gem) in its new report.

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The whitewashing of the Green India Mission forest expansion project
Published: 2026-08-25 09:03:12 | Created: 2026-08-25 10:15:55

The flagship environmental initiative has achieved ‘negligible’ results. Why so little progress, and what are the risks as the planet gets hotter? Plus, fusion dance pioneer Usha Jey

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India set out to expand its forested areas a decade ago. Last week, however, we learned that the forest cover programme had barely taken root when the government’s auditors released their findings of the flagship Green India Mission. The shortfall of 97.57% from India’s initial pledge in 2014 was stark enough to alarm the government’s own auditor, who described the progress as “negligible”.

Yet if you ask the government about forest cover, you’ll get a far greener picture.

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Trump’s justice department has found a new way for presidents to avoid accountability | Claire Finkelstein
Published: 2026-08-25 10:00:33 | Created: 2026-08-25 10:15:55

A recent memo claiming executive privilege over communications with private advisers invites corruption

A recent office of legal counsel memo on executive privilege maintains that private advisers to a president can avoid responding to a subpoena by asserting the president’s executive privilege. The ability of presidents to shield communications from public view through claims of executive privilege, whether their own or those of a senior adviser, was already a powerful tool for presidents to avoid accountability. But if courts accept the OLC’s new interpretation of presidential privilege, it will be substantially harder to call witnesses to testify before Congress or in court proceedings regarding possible wrongdoing by the presidents.

Equipping presidents with extensive power to block witnesses in legal proceedings is a dangerous practice that invites corruption by presidents and their advisers. Consider the former White House counsel Don McGahn’s 2019 refusal to testify in response to a subpoena by the House judiciary committee in connection with the special counsel Robert Mueller’s investigation into Donald Trump. McGahn didn’t come up with that idea on his own. It was the Trump White House that sought to bar McGahn from testifying through an assertion of a type of executive privilege known as “testimonial immunity.” Ironically, Mueller was investigating whether Trump obstructed justice, among other things, by demanding that McGahn fire Mueller himself. Trump’s insistence that McGahn not testify, backed up by a 2019 OLC opinion, effectively made the first Trump administration complicit in the very obstruction under investigation.

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Food has turned into a class war – and it’s ruined my appetite | Zoe Williams
Published: 2026-08-25 10:00:34 | Created: 2026-08-25 10:15:55

More than half of what Brits eat is ultra-processed. Now we’re a nation of food snobs – with no ingredient safe from judgment

Lewis Bassett is a young sociologist and chef who I first encountered through his podcast, The Full English, where he thinks about the cultural meaning of, say, Delia Smith; gazpacho; whelks. This was thinking you didn’t know you needed until you heard it. Now he’s written a book of the same name, asking: why do we eat the way we do in Britain, and why do we think the way we do, even about the stuff we wouldn’t be caught dead eating?

About 57% of all the food eaten in Britain is ultra-processed, which feels familiar from at least a decade of hand-wringing about it, but is radically defamiliarised when set against the rest of Europe. In France it’s 14%, and Italy is also in the teens. It’s amazing they don’t all live to be 150. And while this plainly has its roots in inequality, there is a hefty side order of attitude, which Bassett contemplates while working through the history of sourdough, curry and olive oil, and describing his own life cheffing in fancy kitchens and gastropubs.

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Kansas has not elected a Democrat to the US Senate since 1932. Will that change in November?
Published: 2026-08-25 10:00:34 | Created: 2026-08-25 10:15:55

Adam Hamilton, a liberal megachurch pastor, is challenging incumbent Republican Senator Roger Marshall in this year’s midterm election

In one of the first ads of his campaign to represent Kansas in the US Senate, the Democrat Adam Hamilton stands grilling steaks at a barbecue and attacks his opponent, Senator Roger Marshall, a Republican, for supporting “tariffs and war”.

If history is any guide, it is Hamilton who is set to get cooked. Kansas has not elected a Democrat to the Senate since 1932, and more than half a century has passed since one of their nominees even came close. But he and his supporters believe circumstances have conspired to end this streak – and potentially deliver Democrats control of the Senate.

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Rugby league legend Sir Billy Boston dies
Feed: The Latest News from the UK and Around the World | Sky News (https://feeds.skynews.com/feeds/rss/home.xml)
Published: 2026-08-25 05:07:00 | Created: 2026-08-25 10:14:54
Rugby league legend Sir Billy Boston has died at the age of 92.
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Почему через два года компьютер греется сильнее: разбираемся с выдавливанием термопасты
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-08-25 10:12:32 | Created: 2026-08-25 10:13:56

Термопаста — это вещь, про которую многие из нас вспоминают ровно два раза: когда собирают компьютер и когда тот начинает перегреваться. А ведь между этими двумя событиями может запросто пройти года два-три, и все это время слой под кулером живет своей жизнью, о которой владелец не знает ровным счетом ничего. И зря, между прочим, не знает, потому что творится там довольно много интересного, и заканчивается это обычно не в его пользу.

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Как меняется корпоративное обучение в 2026 году: от антихрупкости до ИИ
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-08-25 10:11:48 | Created: 2026-08-25 10:12:56

Меня зовут Петрищева Евгения, я отвечаю в SM Lab за оценку и развитие сотрудников.

Последние несколько лет внесли коррективы во все сферы работы организаций и корпоративное обучение (L&D) не стало исключением. Ключевые вызовы сотрудников L&D: какие навыки понадобятся команде в ближайшие два года, как успеть развить их раньше, чем они станут дефицитом, и как ещё более точно рассчитать вложения на обучение персонала.

В этой статье хочу собрать самые интересные наблюдения, которые мне встретились. Поговорим о мировых трендах развития сотрудников, а также IT-специалистов исходя из исследования Future of Job Survey и мнений визионеров. А также обсудим российские тенденции в обучении и развитии сотрудников как в IT, так и в других отраслях. В конце расскажу, как эти тенденции отражаются в наших программах развития в SM Lab.

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WATCH: 66-year-old skateboarder sets Guinness World Record
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-08-25 11:22:39 | Created: 2026-08-25 10:10:55
ABC News' Danny News talks to Judi Oyama, 66, who is being celebrated as the oldest competitive female skateboarder in the world.
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An Alarming New Study About Brain Injuries in Football, and How States Are Paying Millions for Rain
Published: 2026-08-25 10:59:11 | Created: 2026-08-25 10:09:54
Plus, is the BRAT diet really the best thing for stomach bugs?
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Why AI Watermarks and Detectors Could Backfire
Published: 2026-08-25 10:00:04 | Created: 2026-08-25 10:07:55
—JDawnInk—Getty Images

Claude now watermarks AI-generated text to comply with European Union transparency rules. OpenAI and Google add invisible fingerprints to AI-generated images. And Substack is touting a feature that scans pieces for signs of AI. Will we finally be able to tell what’s real on the Internet? My take: not even close. 

In fact, AI watermarks and detectors may leave us worse off by creating a false sense of confidence in content marked as genuine.

Watermarks and detectors are gaining traction as we lose our ability to trust our senses online. Look up the Will Smith eating spaghetti test, and you’ll see just how far AI has come. A 2023 AI-generated video shows the actor slurping spaghetti, face distorted, in a way that breaks physics. By 2025, AI was producing lifelike renditions. Deepfakes are so good that experts recommend families develop secret codewords to identify one another. 

“But I know a fake when I see it,” someone might say. 

Unfortunately, research consistently shows that you do not. This can feel especially hard to accept given the abundance of AI slop rocketing around the Internet. You may even start to think you can sniff out offending content. It might work, for a little bit. It almost never lasts. Any signal that becomes discernible is one a sophisticated actor will find ways to avoid. 

We’ve seen this story before. During the earliest days of the Internet, visual polish at least told you something. Major institutions had the resources needed to produce well-designed websites. Janky-looking sites, on the other hand, screamed “scam!” Information experts directed Internet users to dwell on features such as design, broken links, and typos. But when the Internet changed, the advice didn’t. 

A study I led, published in 2022, found that 96% of America’s leading colleges and universities offered outdated advice on how to evaluate online information—long after platforms like Wix, Squarespace, and Photoshop made it easier for bad actors to create fake but convincing-looking websites. Inexpensive software made slick graphics ubiquitous. Educators, however, continued to instruct Internet users to search for visual clues like a game of Where’s Waldo?

The most dangerous legacy of this aesthetic fixation is the inverse illusion: the cognitive tendency to believe that if the presence of a signal proves one thing, its absence proves the opposite. Yes, a site with misspellings that claims to show aliens still isn’t legit. But a beautiful site with a dot-org domain can also be harmful. In 2019, our research group found that nearly half of hate groups had dot-org domains. Bad actors know how to adopt the trappings of credibility. 

The same is true with AI. Even if visible flaws sometimes linger, their absence doesn’t mean content is genuine. Yet, too often, experts offer surface-level clues to identifying AI-generated content. This is why in the lead-up to the 2024 elections, Stanford Professor Sam Wineburg and I warned about public officials who advised citizens to pay attention to lighting, strange shadows, or other visual cues to identify deepfakes, even after AI content stopped making these errors. Many 2026 guides to spotting AI content mislead readers with the same poor advice. 

Which brings us to AI watermarks and detectors. These approaches, based on hidden signals in content, promise that while we can’t always spot the signs, their algorithms can. 

I’m not a software engineer. Yet I was able to easily strip metadata from some AI-generated images just by screenshotting them. Anthropic confirms that file metadata can be “stripped through format conversion, re-saving, screenshots, or other means.” Watermarks like SynthID are stronger and can persist after screenshots. But I was able to use a free online tool to remove a SynthID watermark. 

Google admits that the accuracy of detecting watermarked AI text is “greatly reduced” when users thoroughly rewrite what they generate, and that it “is not designed to directly stop motivated adversaries from causing harm.” More broadly, open-weight AI models that can run locally, outside platform terms and conditions, guarantee the spread of unmarked content.

Third-party detectors, too, have a spotty track record. I’ve regularly run AI-generated text through detectors that said it was human and vice versa. Many studies of text, image, and audio detectors find that they don’t work very consistently, and yet, their findings are used as the basis for public accusations. Every detector must confront an arms race with humanizer tools and other workarounds motivated actors find. 

I would argue that the biggest problem for detectors and watermarks remains the inverse illusion. Just because content lacks a watermark doesn’t mean it wasn’t produced or edited with AI. As Anthropic notes: “lack of a detected mark doesn’t mean the content wasn’t AI-generated or processed.” Deferring judgment to AI detectors leaves us vulnerable to bad actors who know how to launder content and make it pass muster.

This is a confusing time. Many of us are, understandably, uncertain. In one recent pilot, our research group showed 117 students a confident chatbot answer about local history with hallucinated facts. Half said they weren’t sure if it was true. One student said AI is sometimes right and sometimes wrong and “you never know which is which.” 

But just because we can’t trust our eyes or place full faith in detectors doesn’t mean we can’t trust anything. Rather than hunt for visual clues or outsource judgment to detectors and watermarks, we can turn to reputation and context. It’s easy to fake content. It’s much harder to fake a good reputation that’s validated by credible sources. 

The next time you see unfamiliar content online, resist the urge to ask, “Does this look like AI?” or run the content through a detector. Instead, ask yourself, “Do I trust where this information is coming from?” Open a new tab and check if reputable people and organizations confirm what you’re seeing. 

In an era of dwindling trust, we should not fork over ours to cheap signals or cheap software.

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Summer Is Ending With a 'Blood Moon' Lunar Eclipse. Here's What To Know.
Published: 2026-08-25 10:00:03 | Created: 2026-08-25 10:07:55
The partial phase of the Jan. 31, 2018 blood moon eclipse, shot from NASA's Johnson Space Center in Houston. —Robert Markowitz - NASA - Johnson

It’s not often that 3.6 billion people—or 44.4% of the world’s population—look at the same thing at the same time. And it’s not often that something comes along that’s worth the attention of all those billions. But that will happen on the evening of Aug. 27 when much of the world will be able to witness a blood moon lunar eclipse, during which 96% of the face of the full moon will fall into Earth’s shadow, glowing a deep orange-red in the process.

Lunar eclipses occur during a full moon, when the Earth is positioned between the sun and the moon, blocking all or most of the solar light that otherwise bathes the lunar surface. On average, lunar eclipses occur two to three times per year, though total lunar eclipses, when the moon is entirely shadowed, make up only 29% of those events. The autumnal color the moon takes on is due to a trick of the Earth’s atmosphere. Not all of the sunlight that would otherwise be striking the moon during an eclipse is blocked by the Earth; some of it leaks around the periphery of the planet and manages to reach the moon. That light streams through the Earth’s atmosphere during its passage to the moon, and some of the wavelengths of visible light—particularly the blue—are absorbed and scattered. What’s left is principally the red spectrum which partially lights the moon. All total lunar eclipses result in blood moons. 

In theory, a lunar eclipse ought to occur once a month. On every orbit around the Earth on its 27.3-day journey, after all, the moon will always pass through a point at which the planet sits between it and the sun. But the plane of the moon’s orbit around the Earth is tilted about five degrees compared to the Earth’s orbit around the sun. That means that on some passages behind the Earth the moon avoids the shadow, soaring above or ducking below the planet. 

How long will the lunar eclipse last?

An eclipse of the moon plays out slowly. The one that will begin on the evening of Aug. 27 and continue into the early hours of Aug. 28 will last a total of five hours and 38 minutes. Even the most dedicated eclipse chaser, however, may not be able to take it all in. Depending on where in the world an observer is—and this eclipse will be visible in Europe, Africa, North and South America, and western Asia—the moon may set before the eclipse is done or rise after it’s already begun. That will be the case in the Americas, where observers will see an eclipsed moon come up in the skies. Finding a flat area with few buildings and a clean sight line may be necessary to witness the eclipse, since in many places the moon will be low in the sky, close to the horizon. In the U.S., the eclipse will begin at 9:23 p.m. ET on Aug. 27, and end at 3:01 ET the next day.

There are three phases of any lunar eclipse—the penumbral, partial, and total or maximum. The penumbral phase occurs first, when the moon moves into the faint, outer reaches of the Earth’s umbra, or shadow. The partial phase comes next, when the true, darker shadow of the Earth begins to cover the lunar disk. The total or maximum phase is when only a small portion—or none at all—of the moon remains unshadowed. For the upcoming eclipse, the penumbral phase will take one hour and ten minutes, the partial phase one hour and 39 minutes, and the maximum phase, when the moon will be 96% obscured, will also take one hour and 39 minutes. That maximum shadow will occur at 12:12 a.m. ET. The eclipse will then return to the partial and penumbral phases before the moon soars on and leaves the Earth’s shadow behind.

What is an 'eclipse season'?

This eclipse occurs in a busy time for the skies. On Aug. 12, just over two weeks before the lunar eclipse is set to occur, there was a total eclipse of the sun, visible in Spain, Portugal, Iceland, Greenland, and Siberia. There is actually such a thing as an eclipse season, a month-long stretch occurring twice a year—in the summer and winter—when the moon passes the point in its five-degree orbit that the Earth, moon, and sun align in a way to make both types of eclipses possible.

If you fancy eclipses, you’re well advised to take this one in while you can. The next total lunar eclipse will not be until Dec. 31, 2027 to Jan. 1, 2028. New Years Eve fireworks will be going off that night, but they will be nothing compared to the sky show the Earth, the sun, and the moon will serve up.

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Dalglish and Carney win PFA merit awards
Published: 2026-08-25 10:01:23 | Created: 2026-08-25 10:05:56
Liverpool and Scotland legend Sir Kenny Dalglish and Lionesses great Karen Carney win the Professional Footballers' Association's merit awards for 2026.
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Ideas Worth a Longer Conversation: The JetBrains Research Podcast
Feed: The JetBrains Blog (https://blog.jetbrains.com/feed/)
Published: 2026-08-25 08:30:31 | Created: 2026-08-25 10:05:54

Every week there’s at least one new announcement about what AI will do to software development. Most of the conversation moves fast and stays shallow, focusing on productivity gains, job displacement, or which model scored highest on the latest benchmark.

We’re more interested in the questions underneath that noise, so we created the JetBrains Research Podcast. In it, we explore questions, such as: 

  • What does it mean to understand a system, not just generate its code?
  • What does psychology tell us about why teams succeed or fail? 
  • Why does verifiability matter more than prestige in training agents?

In our podcast, we are mainly interested in research in its various forms and the people behind it. Each podcast episode goes somewhere interesting with someone who has spent serious time on things that matter. In this blog post, we highlight the ideas that came up in these conversations.

Cat Hicks: Culture is infrastructure

“Culture is infrastructure. It is not just a “nice to have”. It shapes our thinking. It shapes our problem-solving. It directly changes the quality of work that we do.”

jbr podcast cat hicks

In our latest episode, we speak with Cat Hicks, psychologist and author of Psychology of Software Teams. We ask her: What actually determines whether software teams do good work? Why study teams instead of individual developers?

Hicks has found that signals of belonging, learning, and recognition from a team can cut developers’ measured AI identity threat, i.e. the fear that their expertise is becoming obsolete, roughly in half. She emphasizes that it is important to look at the team level to better understand what is going on with individual team members

For example, Hicks has developed a measure she calls overproduction pressure, which refers to the feeling that arises when it seems that only short-term output matters. When that pressure is high, people generate code without understanding it, distrust colleagues, and stop being honest with managers. 

Hicks also challenges the “lone genius” myth: the idea that teams should be built around one highly-talented individual. Instead she argues that it is actually better to strive for “more bands, fewer rock stars”. Highly collaborative cultures, such as open-source problem-solving, can be especially effective at achieving technology breakthroughs.

Tomáš Petříček: Five cultures, one argument

“Programming has never really [been] just implementing a specification.”

jbr podcast tomas petricek

In our fourth episode, we talk to Tomáš Petříček, a professor at Charles University in Prague who studies the history and philosophy of software. His book Cultures of Programming argues that programming has never been a single discipline. Instead, the following five distinct cultures have been competing and collaborating since the earliest days of computing:

  • Mathematical, which treats programs as formal objects to be proved correct.
  • Hacker, which values direct engagement with a running machine.
  • Managerial, which is focused on predictability and labor organization.
  • Engineering, which accepts that systems are complex and asks which practices make them reliable despite that complexity.
  • Humanistic, which begins with the question of what happens in a person’s mind when they interact with software.

Each culture has a different idea of what a program is, what good work looks like, and what matters most. These cultures explain why the same event can lead to varying diagnoses. Take, for example, the Knight Capital failure in 2012, where a software deployment error cost the company $460 million in less than an hour. Depending on which culture you approach the problem from, one diagnosis might differ wildly from another. Here are some example diagnoses from each of the five cultures:

  • A mathematician would ask what could have been formally guaranteed. 
  • A hacker would ask what low-level knowledge would have caught th eproblem. 
  • An engineer would ask about testing and rollback. 
  • A manager would ask about processes and accountability. 
  • A humanist would ask whether the system made its state legible to those operating it.

Petříček also talks about the current enthusiasm for AI agents, especially specification-driven development. He emphasizes the importance of looking at history. Since the 1960s, people have been trying to isolate the mechanical part of programming and automate it. But it hasn’t worked yet, because software development has always been more than just the implementation of a specification. Teams learn what they’re building through prototypes, conversations, and use.

Alexander Kulikov: What you’re building when the solution is unknown

“When you find a problem that does not get out of your head, this is probably the right problem.”

jbr podcast alexander kulikov

In our third episode, we chat with Alexander Kulikov, who heads the Algorithms and Complexity Theory Lab at JetBrains Research and is the Head of Computer Science and Artificial Intelligence B.Sc. program at Neapolis University Pafos. His description of the current climate is more honest than most: “amazing, exciting, and frightening at the same time.”

And the concern isn’t entirely theoretical. Chess engines, for example, surpassed every human player decades ago. Kulikov doesn’t know of any law preventing AI from eventually doing the same to theorem proving. He doesn’t expect it imminently, but he also didn’t expect AI-assisted coding to progress as fast as it has. His position is what he calls attentive uncertainty: neither denial nor resignation.

In the episode, we also talk about what it actually means to teach computer science in an era when AI can solve Olympiad problems. Kulikov’s curriculum strategy is simple: teach graduate students how to learn difficult things efficiently. The specific technologies they’ll need are unknowable. The ability to dive into an unfamiliar subject, build a mental model, and make progress is more durable than any particular skill.

That’s also why he still takes mathematics seriously in a world of AI-assisted coding. A student who understands the structure of a problem can test an AI-generated answer, identify missing assumptions, and recover when the first attempt fails. A student who only knows how to request an answer may not know whether the answer is trustworthy.

Kulikov also draws a distinction between researchers who are “birds” (i.e. ranging across fields, spotting connections from above) and “frogs” (i.e. digging deep into one area). In this analogy, he would be a frog. But AI, he thinks, could act as an artificial bird for specialists: lowering the cost of looking beyond your immediate field without requiring you to become a generalist.

Ibragim Badertdinov: From dentistry to coding agents

“Vibe checks don’t scale.”

jbr podcast ibragim badertdinov

In our second episode, we talk with Ibragim Badertdinov, the Lead Research Engineer at Nebius. He took a somewhat unusual path to AI research: he first graduated from medical university with honors, completed a dental residency, and then gave himself a year to try something else. In this episode, he talks about how he made that switch, what he learned at School 21 and on Kaggle, and the work that followed. Most notably, we talk about his work on building SWE-rebench.

SWE-rebench is an automated pipeline for evaluating coding agents on real software engineering tasks. Accepted to NeurIPS 2025, it also has over 12 million Hugging Face downloads and a million leaderboard visits a month. Its key design feature is decontamination, or pulling tasks from GitHub only after a model’s release date, so agents can’t be trained on the answers. This way, SWE-rebench isolates the model’s problem-solving ability from any potential exposure to training data. After its release, it made headlines when many models performed substantially worse on SWE-rebench tasks than on SWE-bench Verified ones (see the paper for more details). 

This is especially important, because the standard up to now has been SWE-bench Verified, and the reported scores from this benchmark carried significant weight, both in research and the wider industry. As was discussed in a recent blog post, this tendency to focus on only SWE-bench Verified scores can give us a misleading picture of model performance. The post also suggests ways to evaluate models more accurately.

Badertdinov also talks about why reinforcement learning with verifiable rewards has driven such dramatic gains in coding and math specifically. The insight is deceptively simple: in domains where you can verify whether an answer is correct, you can generate vast training signals automatically. Code runs or it doesn’t; tests pass or they don’t. That’s what makes software engineering tasks so valuable for post-training: not their prestige, but their verifiability.

Anna Kogan: The library that became infrastructure

“Right now, computer vision is not cool. LLMs are very cool.”

jbr podcast anna kogan

Our pilot episode is a conversation with Anna Kogan, founder and CEO of FitWise and former CEO of OpenCV.ai. She’s been in computer vision for 15 years and still believes in its scientific value: in computer vision, researchers gather a dataset, train a model, measure metrics, and solve specific tasks. In our conversation, we discuss challenges in the field, including monetizing open-source tools and slow adoption of AI in various industries despite the technology already existing. 

The gap between impact and resourcing for open-source tools is one thread in the conversation. An example we discuss is OpenCV, the open-source computer vision library she helped build into a global standard. It runs on billions of devices and gets 32 million Python downloads a month on PyPI alone. Because of these numbers, many people assume the library is maintained by several hundred developers, while in reality it’s been only two to eight developers at any given time.

Another conversation thread concerns a harder question: Why does computer vision adoption still move so slowly, even when tools such as OpenCV are clearly very popular? In response, Kogan brings up human movement in sports. Even though the technological advances are far enough along that people in sports could stop manually clicking through and annotating broadcast footage, organizations are resistant to adopting AI support. One reason is that it is still cheaper to hire workers in the Philippines to do this manual work, than it is to figure out an AI system to take it over. 

With FitWise AI, Kogan is interested in helping sports organizations see the value in computer vision adoption. They provide the data, 3D digital replicas of athletes’ body shapes and movements in real time; this data is collected via stadium cameras that are already streaming visual data. Sports organizations can apply their expertise to the visual data, and so far there have been interesting results. For example, one company extracted the angular velocity of a quarterback’s arm during a throw and showed that this is a strong predictor of elite performance. 

Tools like FitWise AI can change how teams understand performance and injury risk. It’s a domain where the technology is genuinely ahead of the industry’s willingness to absorb it, and Kogan is not waiting for the industry to catch up on its own.

Explore these ideas and more on our podcast

These are some of the ideas we discuss on the JetBrains Research Podcast. If you find a question you can’t stop thinking about, that’s by design.

All episodes are available on YouTube and Spotify (and any other major podcast platform). We publish new episodes about once a month. 

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Lego sales rise as World Cup and F1 ranges prove to be winners
Published: 2026-08-25 08:08:03 | Created: 2026-08-25 10:04:55

Danish toymaker also scores success with KPop Demon Hunters, Star Wars and botanicals products

Lego sales have risen by more than a fifth as tie-ups with the football World Cup, Formula One and the hit film KPop Demon Hunters as well as its flower-based and Star Wars kits drive demand.

The Danish toymaker said its revenues had increased by 21% to 41.9bn Danish kroner (£4.8bn) in the first six months of 2026, driven by strong growth in the Americas, Europe and the Asia Pacific regions. Sales by its clients to consumers rose by 22%.

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Trump Officials Propose Sale of ‘Woke’ Painting by Kehinde Wiley
Published: 2026-08-24 21:51:22 | Created: 2026-08-25 10:04:55
The State Department recently removed the painting of Dominicans from a U.S. embassy, noting it was by the artist who made Barack Obama’s presidential portrait.
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3 Charts That Explain El Niño
Published: 2026-08-25 09:02:42 | Created: 2026-08-25 10:04:55
With air and sea surface temperatures already breaking records, this year’s episode is on track to be the strongest in living memory.
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What Happened to the Coveted Western Tanks Sent to Ukraine?
Published: 2026-08-25 09:01:55 | Created: 2026-08-25 10:04:55
Ukraine pleaded for the expensive weapons, and ultimately got them, but drones have rendered them almost unusable.
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US building twice as much gas-fired capacity as China in AI boom, analysis finds
Published: 2026-08-25 10:00:34 | Created: 2026-08-25 10:04:55

There has been a 76% increase in under-construction gas-fired projects amid ‘frenzy’ to build more datacenters

The US has surged ahead of China in the building of new gas-fired power generation, largely to feed a boom in artificial intelligence (AI) that is adding vast amounts of planet-heating emissions, a new analysis has found.

For decades, China’s rapid economic growth has seen it outpace the US in the addition of new gas power generation but a recent “frenzy” in datacenter construction for AI has reversed this, said Global Energy Monitor (Gem) in its new report.

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A Chinese A.I. Lab May Test the World’s Cybersecurity With a Model
Published: 2026-08-25 09:02:38 | Created: 2026-08-25 10:04:55
In July, an unreleased OpenAI model went rogue and demonstrated remarkable hacking abilities. This week, a lab called Z.ai will release a similarly powerful system to everyone.
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David Squires on … boos, barcodes and buzzcuts as the Premier League returns
Published: 2026-08-25 09:54:30 | Created: 2026-08-25 10:04:55

Our cartoonist looks back at the big storylines and fresh looks as the English top flight swung back into action

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Why Irregular’s A.I. Tests for Meta, Anthropic and OpenAI Went Off the Rails
Published: 2026-08-25 15:45:09 | Created: 2026-08-25 10:04:55
Irregular, an Israeli start-up, worked with OpenAI, Anthropic and Meta to assess the security of their A.I. models. It made a mistake. Then the tests went off the rails.
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Christian Convert Who Fled Iran and Was Deported By Trump Finds New Home
Published: 2026-08-25 09:02:25 | Created: 2026-08-25 10:04:55
Artemis Ghasemzadeh, who had escaped religious persecution, was deported to Panama under Trump’s immigration crackdown. Now, Canada has given her asylum.
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‘They Opened the Door and Pulled Us Out’: How ICE Descended on a Town
Published: 2026-08-25 16:04:19 | Created: 2026-08-25 10:04:55
One summer morning, immigration agents swooped in and detained 18 immigrants at a store in Lakewood, N.J., plunging the town into fear.
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Trump Administration to Return Diplomats to Middle East Embassies
Published: 2026-08-25 09:32:55 | Created: 2026-08-25 10:04:55
Evacuated foreign service officers could begin heading back to their posts as early as this week, an internal document shows, suggesting Washington does not anticipate a renewal of full-scale conflict with Iran.
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Iran May Have Little to Lose as U.S. Tries to Squeeze Its Economy
Published: 2026-08-25 18:28:40 | Created: 2026-08-25 10:04:55
Experts warn that a campaign aimed at avoiding military escalation could instead provoke it, as Iranian leaders vow retaliation across the oil-rich Gulf.
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Poll Shows Josh Shapiro Leading Pennsylvania Governor’s Race
Published: 2026-08-25 09:03:20 | Created: 2026-08-25 10:04:55
A New York Times/Philadelphia Inquirer/Siena poll found Gov. Josh Shapiro leading Stacy Garrity and having support in the state for a possible presidential bid.
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John Fetterman’s Popularity With Republicans Surges, Poll Finds
Published: 2026-08-25 16:53:29 | Created: 2026-08-25 10:04:54
Pennsylvania Republicans now view John Fetterman, the state’s Democratic senator, more favorably than its sitting G.O.P. senator, a New York Times/Philadelphia Inquirer/Siena poll found.
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'Historic' first as two osprey chicks born on Anglesey, experts say
Published: 2026-08-25 09:16:26 | Created: 2026-08-25 10:03:56
The chicks were born earlier this summer, and conservationists hope they'll return to Wales after migrating to west Africa
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Millions of women who have missed cervical screening in England to be offered HPV home-testing kits
Published: 2026-08-24 23:27:50 | Created: 2026-08-25 10:03:56
Nearly four million women in England can order a self-testing kits to check for high-risk HPV.
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Авторы курсов больше не нужны
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-08-25 10:02:52 | Created: 2026-08-25 10:03:56

Авторы курсов больше не нужны — записывать и монтировать видео. Показываю на реальном примере пайплайн, который делает это за них: от презентации до готового урока, с цифрами и скриншотами.

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Border Wall Construction Threatens 6,000 Years of History on Private Lands
Published: 2026-08-25 10:00:00 | Created: 2026-08-25 10:02:56
Archeologists are confronting an “unfathomable” loss as border wall construction is set to cut across ranches that are home to unique historical sites, many of which haven’t been fully studied.
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Yellow weather warnings issued as thunderstorms and flooding forecast
Published: 2026-08-25 10:06:04 | Created: 2026-08-25 10:02:56
The Met Office has issued a yellow weather warning as heavy showers and thunderstorms are forecast to move northwards across the UK on Wednesday.
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Results roll in as South Carolina holds runoff to replace Sen. Graham on ballot
Published: 2026-08-25 23:53:00 | Created: 2026-08-25 10:02:55
Darline Graham, the Trump-endorsed sister of the late Sen. Lindsey Graham, is facing off against Rep. Ralph Norman in a runoff race for the GOP nomination for South Carolina's Senate seat.
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Что теперь нужно знать современному LLM-инженеру
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-08-25 10:00:30 | Created: 2026-08-25 10:01:56

Все мы иногда меняем работу. Я вот тоже недавно решил. Походил по собеседованиям и удивился. Спрашивать стали больше, шире, детальнее.

Кажется, что это не новость. IT всегда было местом, где обучаться чему-то новому приходилось гораздо часто. Но кажется раньше скоуп экспертизы не сдвигался так сильно за такое короткое время.

Хочу в этой статье немного порассуждать про то, что изменилось с экспертизой в LLM сфере за последние годы и что теперь нужно знать современному LLM инженеру. Опираюсь на свой личный опыт и общение с людьми из сферы из наших и зарубежных компаний.

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‘Perfectly fine with my body’: Danish PM blasts plastic surgeon’s beauty advice
Published: 2026-08-25 09:51:12 | Created: 2026-08-25 10:01:56
Danish Prime Minister Mette Frederiksen is fed up with getting unsolicited beauty advice.
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Yorkshireman believed to be first Briton to die fighting for Russia against Ukraine
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-08-25 09:51:23 | Created: 2026-08-25 10:00:57

Bradley Townsend reportedly killed by a drone on 10 June in Donetsk region after joining up with separatists

A man from South Yorkshire is believed to be the first British citizen to die fighting for Russia in its war against Ukraine.

Bradley Townsend, a 33-year-old fisher from Barnsley, left Britain in April to join up with Russian separatists in eastern Donbas to aid in their invasion of Ukraine, despite having no previous combat experience or familiar ties to eastern Europe. Alongside 49-year-old Ben Stimson and 39-year-old Aiden Minnis, Townsend was granted Russian citizenship for joining the country’s military campaign.

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