Проект Raspberry Pi опубликовал новую версию дистрибутива Raspberry Pi OS 2025-11-24 (Raspbian). Дистрибутив основан на пакетной базе Debian 13 и содержит около 35 тысяч пакетов в репозитории. Среда рабочего стола базируется на композитном сервере labwc, использующем библиотеку wlroots от проекта Sway. Для загрузки подготовлены три сборки: сокращённая (494МБ) для серверных систем, с базовым рабочим столом (1.2 ГБ) и полная с дополнительным набором приложений (1.9 ГБ). Сборки доступны для 32- и 64-разрядных архитектур. Дополнительно сформировано обновление для старой редакции Raspberry Pi OS (Legacy), построенное на пакетной базе Debian 12.

https://www.opennet.ru/opennews/art.shtml?num=64326

An anonymous reader quotes a report from the Guardian: Nearly a century ago, scientists proposed that a mysterious invisible substance they named dark matter clumped around galaxies and formed a cosmic web across the universe. What dark matter is made from, and whether it is even real, are still open questions, but according to a study, the first direct evidence of the substance may finally have been glimpsed. More work is needed to rule out less exotic explanations, but if true, the discovery would go down as a turning point in the decades-long search for the elusive substance that is said to make up 27% of the cosmos.

"This could be a crucial breakthrough in unraveling the nature of dark matter," said Prof Tomonori Totani, an astrophysicist at the University of Tokyo, who said gamma rays emanating from the centre of the Milky Way appeared to bear the signature of the substance. [...] To search for potential dark matter signals, Totani analysed data from Nasa's Fermi Gamma-ray Space Telescope, which detects the most energetic photons in the electromagnetic spectrum. He spotted a pattern of gamma rays that appeared to match the shape of the dark matter halo that spreads out in a sphere from the heart of the galaxy. The signal "closely matches the properties of gamma-ray radiation predicted to be emitted by dark matter," Totani told the Guardian. Details are published in the Journal of Cosmology and Astroparticle Physics.

If Totani has seen dark matter at work, the observations suggest it is made from elementary particles 500 times more massive than the proton. But far more work is needed to rule out other astrophysical processes and background emissions that could explain the signals. Totani said the "decisive factor" would be detecting gamma rays with the same spectrum from other regions of space, such as dwarf galaxies. According to Prof Justin Read, an astrophysicist at the University of Surrey, the lack of significant signals from such galaxies strongly argues against Totani having seen gamma rays emitted from dark matter particle annihilation. Prof Kinwah Wu, a theoretical astrophysicist at UCL, urged caution, saying: "I appreciate the author's hard work and dedication, but we need extraordinary evidence for an extraordinary claim," he said. "This analysis has not reached this status yet. It is a piece of work which serves as an encouragement for the workers in the field to keep on pressing."

[ Read more of this story ]( https://science.slashdot.org/story/25/11/26/0018227/study-claims-to-provide-first-direct-evidence-of-dark-matter?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Wed, 26 Nov 2025 11:07:41 GMT
Канал: Все статьи подряд / Программирование микроконтроллеров / Хабр

В этом тексте я хотел бы рассказать про свой опыт работы с однокристальным радио приёмникои SI4703 от компании Silicon Laboratories. SI4703 - это миниатюрный настраиваемый FM радио приемник c DSP обработкой, управляемый по I2C, с возможностью принимать бинарные данные от радиостанций по протоколу RDS . Чип производит демодуляцию частотно модулированного сигнала, пропускает его через цифровой гетеродин и выдает на наушники аналоговый сигнал. Тут есть два смесителя: первый аналоговый, второй цифровой. Аналоговый смеситель снимает FM сигнал с несущей. Цифровой смеситель подстраивает цифровой гетеродин на конкретную радиостанцию. Это классический гетеродинный приемник. Читать далее]]>

https://habr.com/ru/articles/970446/

Опубликовано: Wed, 26 Nov 2025 12:24:03 GMT
Канал: Все статьи подряд / Программирование микроконтроллеров / Хабр

Эта статья написана по итогам разработки геоинформационной платформы «RndFlow.Кругозор» и конкретной прикладной системы на её основе.В рамках этой работы нам потребовалось интегрировать в единый программно-аппаратный комплекс большое количество российской и китайской аппаратуры, которая выдаёт в систему информацию географического характера (координаты и параметры объектов) в реальном времени. При этом аппаратура, как правило, так же требует и дистанционного управления – частично тоже в реальном времени, как результат активности оператора, частично в режиме настройки и введения в эксплуатацию.Состояние аппаратуры и канала связи с ней является критичным параметром работоспособности системы в целом, и, следовательно, тоже непрерывно мониторится.Сама система представляет из себя интеграционную платформу, которая поддерживает Читать далее]]>

https://habr.com/ru/articles/970470/

Texas has purchased $5 million worth of BlackRock's bitcoin ETF as an initial step toward creating the first state-level bitcoin reserve in the U.S.
"[O]ther states having previously invested in such funds with public-employee retirement money," notes CoinDesk. "Michigan has been building such an investment, and Wisconsin sold its $350 million pension-fund stake in the BlackRock ETF in May. From the report: A few weeks ago, Texas moved past its deadline to "capture the industry's best practices so it can utilize these practices in the implementation and management" of its bitcoin BTC reserve, according to its formal request for information issued in September. Entities across the industry provided input on how it could set up and manage the stockpile conceived of in the Texas Strategic Bitcoin Reserve and Investment Act.

Last week, the state comptroller's office moved to secure $5 million in BlackRock's iShares Bitcoin Trust (IBIT) as a placeholder, a spokesman for the Texas Comptroller of Public Accounts told CoinDesk on Tuesday. It's an opening move as the state continues to work toward a contract with a custodian, he said, which will take place after it develops its formal request for proposal.

[ Read more of this story ]( https://yro.slashdot.org/story/25/11/26/0010222/texas-buys-5-million-in-btc-etf-as-states-edge-toward-first-government-crypto-reserves?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Malaysia's Johor, one of Southeast Asia's fastest-growing data center hubs, has announced it will no longer approve applications for Tier 1 and Tier 2 data centers because of their enormous water consumption -- up to 50 million liters daily, or roughly 200 times what higher-tier facilities require.

The Malaysian state has approved 51 data center projects as of November 2025. 17 centers are already operational, 11 are under construction and 23 received approval this year. The announcement follows concerns raised by a local politician who pointed to water supply disruptions in Georgia in the US after a data center began operations and protests in Uruguay over fears that data centers could affect farms.

[ Read more of this story ]( https://news.slashdot.org/story/25/11/26/1332218/malaysias-johor-bans-low-tier-data-centers-over-water-strain?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

The roughly 500 fiber-optic cables lying on the ocean floor carry more than 95% of all internet data -- not satellites, as many might assume -- and they face growing threats from natural disasters, terrorists and nation-states capable of disrupting global communications by dragging anchors or deploying submarines against the infrastructure.

The cables are protected by layers of copper, steel, and plastics, but they remain vulnerable at multiple points: earthquakes can disturb them on the seafloor, and the connections where cables meet land-based infrastructure present targets for bad actors. National actors including Russia, China and the US possess the capability to attack these cables.

A bipartisan Senate bill co-sponsored by Democrat Jeanne Shaheen and Republican John Barrasso is under consideration. The legislation would require a report to Congress within six months on Chinese and Russian sabotage efforts, mandate sanctions against foreign parties responsible for attacks, and direct the US to provide more resources for cable protection and repair.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/1448212/the-underwater-cables-that-carry-the-internet-are-in-trouble?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Wed, 26 Nov 2025 15:30:59 GMT
Канал: Все статьи подряд / Программирование микроконтроллеров / Хабр

Сегодня я хочу показать и рассказать вам, как, подключив к ESP32-S3 тепловизионную матрицу MLX90640, можно запустить веб-сервер для стриминга теплового изображения с определением в реальном времени того, какие сущности попали в поле зрения тепловизора.В моём случае была обучена свёртончная нейронная сеть для классификации трёх сущностей в инфракрасном спектре: кошки, человека или же отсутствие двух предыдущих. Данная система является полностью автономной, и инференс TensorFlow Lite-модели происходит прямо на борту микроконтроллера. Ознакомиться]]>

https://habr.com/ru/articles/970216/

An anonymous reader shares a report: AI is not a core part of operations at most of the world's central banks and digital assets are off the table, according to a survey released on Wednesday by the Official Monetary and Financial Institutions Forum. The working group of 10 central banks from Europe, Africa, Latin America and Asia managing roughly $6.5 trillion in assets also found that the institutions that have delved deepest so far into AI are the most cautious about the risks.

The primary concern is that AI-driven behaviour could "accelerate future crises," the survey showed. "AI helps us see more, but decisions must remain with people," one participant was quoted as saying in the group's report. More than 60% of respondents said that AI tools - which have sparked layoffs already at technology companies and retail and investment banks - are not yet supporting core operations.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/1456209/worlds-central-banks-are-wary-of-ai-and-struggling-to-quit-the-dollar-survey-shows?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Apple will retake its crown as the world's largest smartphone maker for the first time in more than a decade, lifted by the successful debut of a new iPhone series and a rush of consumers upgrading devices, according to Counterpoint Research. From a report: The iPhone 17 models introduced in September have been a hit both domestically in the US and in Apple's other critical market, China. They've enticed more people to upgrade, leading to double-digit year-over-year sales growth in both markets, according to the researchers. The US company also is benefiting from a cooling of US-China trade tensions and a depreciating dollar that has boosted purchases in emerging markets, they added. The growth will propel Apple past longtime rival Samsung this year, according to Counterpoint's figures. Shipments of the iPhone are set to grow at 10% in 2025, compared with 4.6% for Samsung.

[ Read more of this story ]( https://mobile.slashdot.org/story/25/11/26/1624232/apple-set-to-become-worlds-top-phone-maker-overtaking-samsung?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Dell has predicted PC sales will be flat next year, despite the potential of the AI PC and the slow replacement of Windows 10. From a report: "We have not completed the Windows 11 transition," COO Jeffrey Clarke said during Dell's Q3 earnings call on Tuesday. "In fact, if you were to look at it relative to the previous OS end of support, we are 10-12 points behind at that point with Windows 11 than we were the previous generation." Clarke said that means 500 million PCs can't run Windows 11, while the same number didn't need an upgrade to handle Microsoft's latest desktop OS. The COO therefore predicted the PC market will "flourish," but then defined the word as meaning "roughly flat" sales despite Dell chalking up mid-to high single digits PC sales growth over the last year.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/1653232/dell-says-windows-11-transition-is-far-slower-than-windows-10-shift-as-pc-sales-stall?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

An anonymous reader shares a report: It is shocking but not surprising. Lightning crackles on Mars, scientists reported on Wednesday. What they observed, however, were not jagged, high-voltage bolts like those on Earth, arcing thousands of feet from cloud to ground. Rather, the phenomenon was more like the shock you feel when you scuff your feet on the carpet on a cold winter morning and then touch a metal doorknob.

"This is like mini-lightning on Mars," Baptiste Chide, a scientist at the Research Institute in Astrophysics and Planetary Science in Toulouse, France, said of the centimeter-scale electrical discharges. Dr. Chide and his colleagues reported the findings in a paper published on Wednesday in the journal Nature. The electrical sparks, although not as dramatically violent as on Earth, could play an important role in chemical reactions in the Martian atmosphere.

[ Read more of this story ]( https://science.slashdot.org/story/25/11/26/1728223/nasa-rover-makes-a-shocking-discovery-lightning-on-mars?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

European manufacturers are facing a two-front assault from China that has German industry associations warning of deindustrialisation: on one side, artificially cheap Chinese goods are flooding into Europe, and on the other, Beijing has demonstrated its willingness to abruptly cut off access to critical inputs like rare earths and semiconductors.

The alarm intensified in October when China added five rare earths to its export-licensing regime and then banned exports of computer chips made by Nexperia, a Dutch-headquartered but Chinese-owned chipmaker that supplies numerous European carmakers, according to The Economist.

Several European firms warned of production stoppages, and some German companies put workers on leave without pay. Germany's trade deficit with China hit $76.52 billion last year and is expected to surge to around $100.87 billion this year, The Economist reported, driven by collapsing German exports and a rush of imports in categories like cars, chemicals, and machinery that were once German specialties. Chinese brands now account for 20% of Europe's hybrid market and 11% of electric vehicle sales. German cars command just 17% of the Chinese market, down from 27% in 2020.

The rare earth controls were suspended for a year after the US and China struck a trade deal on October 30th, but the EU found itself a bystander to negotiations that directly affected its economy. Writing in the Financial Times, Robin Harding argues that China's explicit goal of self-sufficiency leaves Europe with few options. "There is nothing that China wants to import, nothing it does not believe it can make better and cheaper," he wrote, concluding that large-scale protectionism may be unavoidable if Europe wants to retain any industry at all.

[ Read more of this story ]( https://slashdot.org/story/25/11/26/1811238/chinas-dual-squeeze-on-european-industry-intensifies?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

OpenAI will need to raise at least $207 billion in new funding by 2030 to sustain operations while continuing to lose money, according to a new analysis from HSBC that models the company's cloud computing commitments against projected revenue. The bank's US software team updated its forecasts after OpenAI announced a $250 billion cloud compute rental deal with Microsoft in late October and a $38 billion deal with Amazon days later, bringing total contracted compute capacity to 36 gigawatts.

HSBC projects cumulative rental costs of $792 billion through 2030. Revenue growth remains strong in the model -- the bank expects OpenAI to reach 3 billion users by decade's end, up from roughly 800 million today -- but costs rise in lockstep, meaning OpenAI will still be subsidizing users well into the next decade. If revenue growth disappoints and investors turn cautious, the company's best option might be walking away from some data center commitments.

[ Read more of this story ]( https://news.slashdot.org/story/25/11/26/1842249/openai-needs-at-least-207-billion-by-2030-just-to-keep-losing-money-hsbc-estimates?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Проект KDE принял решение прекратить поддержку протокола X11 в выпуске KDE Plasma 6.8, запланированном на начало 2027 года. После этого KDE Plasma будет содержать только сеанс для работы с использованием протокола Wayland, возможность запуска X11-приложений в котором будет обеспечиваться при помощи DDX-сервера XWayland. До этого поддержку X11 было решено прекратить в GNOME 50, намеченном на весну 2026 года.

https://www.opennet.ru/opennews/art.shtml?num=64328

An anonymous reader shares a report: The Pentagon concluded that Alibaba Group, Baidu and BYD should be added to a list of companies that aid the Chinese military, according to a letter to Congress sent roughly three weeks before Donald Trump and Xi Jinping agreed to a broad trade truce.

Deputy Defense Secretary Stephen Feinberg informed lawmakers of the conclusion in the Oct. 7 letter, a copy of which was seen by Bloomberg News, to the heads of the House and Senate Armed Services Committees. It wasn't clear whether the companies have been formally included in the the Pentagon's so-called 1260H list, which carries no direct legal repercussions but serves as a major warning to US investors.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/1926201/pentagon-cited-alibaba-on-china-military-aid-in-oct-7-letter?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

The Securities and Exchange Commission's possible plan to grant crypto companies relief from regulation to sell "tokenised" stocks risks harming investors, a group of stock exchanges said in a letter to the U.S. regulator this week. From a report: Several crypto companies plan to sell crypto tokens linked to listed equities to retail investors who want to get exposure to stocks without owning them directly. But to sell the products in the U.S., crypto companies which are not registered as broker-dealers would need the SEC to give them a no-action letter or an exemption.

SEC Chair Paul Atkins has said the agency is working on crafting an "innovation exemption" from securities laws which would enable crypto players to experiment with new business models. The World Federation of Exchanges (WFE), a group whose members include the U.S. Nasdaq and Germany's Deutsche Boerse, said in a letter dated November 21 that an exemption could create market integrity risks and undermine investor protections. "The SEC should avoid granting exemptions to firms attempting to bypass regulatory principles that have safeguarded markets for decades," WFE CEO Nandini Sukumar told Reuters.

[ Read more of this story ]( https://slashdot.org/story/25/11/26/1930205/sec-must-not-let-crypto-companies-bypass-rules-stock-exchanges-say?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Wed, 26 Nov 2025 20:03:48 GMT
Канал: Все статьи подряд / Assembler / Хабр

Здравствуйте, меня зовут Анна Мелехова. Я старший архитектор в отделе развития архитектуры KasperskyOS. В статье я хочу поделиться практическим опытом системной разработки, которой я занималась сначала в проекте по виртуализации, а теперь в «Лаборатории Касперского», где мы делаем микроядерную операционную систему с повышенными требованиями к безопасности – KasperskyOS. Когда вы работаете в такой среде, быстро понимаете: харденинг – это не красивые галочки в чек-листе, а набор очень конкретных, очень практических решений, которые должны и защищать, и минимально снижать производительность. О них я и расскажу, а в конце дам личный топ самых полезных харденингов, которые бустят security и не снижают performance. Читать далее]]>

https://habr.com/ru/companies/kaspersky/articles/968388/

Доступен выпуск дистрибутива Rocky Linux 10.1, развивающего свободную сборку Red Hat Enterprise Linux, способную занять место классического CentOS. Дистрибутив бинарно совместим с Red Hat Enterprise Linux и может использоваться в качестве замены RHEL 10.1 и CentOS 10 Stream. Поддержка ветки Rocky Linux 10 будет осуществляться до 2035 года. Установочные iso-образы Rocky Linux подготовлены для архитектур x86-64-v3, aarch64, ppc64le (IBM POWER), s390x (IBM Z) и riscv64. Дополнительно предложены live-сборки с рабочими столами GNOME и KDE, опубликованные для архитектуры x86_64.

https://www.opennet.ru/opennews/art.shtml?num=64330

> Есть же ещё реализация автоматического обнаружения с /nodes.txt, которую предложил foxears (ii://cobdA9fxXEwmR7mich2a). Я её у себя на ноде добавлял и тестировал.

Идея хорошая, но надо везде согласовывать и реализовывать.

1. УРЛ надо тоже кодировать, там могут быть и схема и путь
2. Надо отдельно выделять веб-интерфейс (чтобы можно было зайти на станцию и оценить эхи и активность. я вон вообще случайно узнал, что на ake есть веб-интерфейс)
3. ... и тип регистрации (свободная, через емейл, его можно указывать, нэт регистрации)
- то есть, формат чё-то типа улица (короткий шортнейм для идентификации)/адрес-ii/адрес-веб-интерфейса/тип регистрации (возможно сразу емейл), всё кодировано в base64/urlsafe
4. Это должно быть встроено в нодовый софт, вместе со списком нодов (я у себя распространяю NODES.2025), чтобы можно было запустить скрипт и опубликовать свою ноду на всех известных станциях
5. Зачем столько автоматики? Как будто по 100 нод в день добавляется. Просто проверяется нода из списка, что и почём, и вручную активируется кем-нибудь из нод "первого кольца". Ещё и долбиться неведомо куда по запросу извне... есть список апрува, куда попадают такие запросы, сисоп либо одобряет и нода публикуется, либо отменяет.
6. Почему эха node.list локальная, не подлежит распространению и зачем удалять из неё сообщения? Я в ring2.sites буду периодически публиковать список всех нод всех колец.

An anonymous reader quotes a report from the Conversation: The line between human and machine authorship is blurring, particularly as it's become increasingly difficult to tell whether something was written by a person or AI. Now, in what may seem like a tipping point, the digital marketing firm Graphite recently published a study showing that more than 50% of articles on the web are being generated by artificial intelligence. [...]

It's important to clarify what's meant by "online content," the phrase used in the Graphite study, which analyzed over 65,000 randomly selected articles of at least 100 words on the web. These can include anything from peer-reviewed research to promotional copy for miracle supplements. A closer reading of the Graphite study shows that the AI-generated articles consist largely of general-interest writing: news updates, how-to guides, lifestyle posts, reviews and product explainers.

The primary economic purpose of this content is to persuade or inform, not to express originality or creativity. Put differently, AI appears to be most useful when the writing in question is low-stakes and formulaic: the weekend-in-Rome listicle, the standard cover letter, the text produced to market a business. A whole industry of writers -- mostly freelance, including many translators -- has relied on precisely this kind of work, producing blog posts, how-to material, search engine optimization text and social media copy. The rapid adoption of large language models has already displaced many of the gigs that once sustained them.

The dramatic loss of this work points toward another issue raised by the Graphite study: the question of authenticity, not only in identifying who or what produced a text, but also in understanding the value that humans attach to creative activity. How can you distinguish a human-written article from a machine-generated one? And does that ability even matter? Over time, that distinction is likely to grow less significant, particularly as more writing emerges from interactions between humans and AI... "If you set aside the more apocalyptic scenarios and assume that AI will continue to advance -- perhaps at a slower pace than in the recent past -- it's quite possible that thoughtful, original, human-generated writing will become even more valuable," writes author Francesco Agnellini, in closing.

"Put another way: The work of writers, journalists and intellectuals will not become superfluous simply because much of the web is no longer written by humans."

[ Read more of this story ]( https://news.slashdot.org/story/25/11/26/1937217/more-than-half-of-new-articles-on-the-internet-are-being-written-by-ai?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Представлены порты игры Doom, использующие для отрисовки игрового процесса САПР KiCAD и осциллограф. Порт KiDoom формирует игровое поле в редакторе печатных плат, симулируя векторную графику через расстановку дорожек и элементов на печатной плате. Дорожки используются для формирования стен, транзисторы SOT-23 для отображения мелких предметов, микросхемы SOIC-8 для декораций, а микросхемы QFP-64 для игрока и врагов. Всего обеспечено сопоставление более 150 игровых сущностей с соответствующими элементами плат.

https://www.opennet.ru/opennews/art.shtml?num=64329

The European Parliament has passed a non-binding resolution urging an EU-wide minimum age of 16 to access social media, video-sharing platforms, and AI chatbots, with parental consent allowed for ages 13-16 and a hard ban for anyone under 13. "It also proposes additional measures, including a ban on addictive design features that keep children hooked to screens and manipulative advertising and gambling-like elements," reports Reuters. Furthermore, the draft "calls for the outright blocking of websites that don't follow EU rules and to address AI tools that can create fake or inappropriate content."

The resolution "carries no legal weight" but reflects the growing concern on the issue of AI companions and algorithm-driven platforms even. "Any binding legislation would require formal proposals from the European Commission, followed by negotiations between EU member states and Parliament in a process that typically takes years to complete," notes the report.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/1945257/european-lawmakers-seek-eu-wide-minimum-age-to-access-ai-chatbots-social-media?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

As Stranger Things releases the first four episodes of its final season today, nearly a decade after its July 2016 premiere, the Netflix series has come to represent something broader than its own popularity -- the embodiment of streaming television's algorithmic philosophy. When the show first appeared, streaming was still finding its footing. Netflix had been producing original series for only a few years, and services like Disney+, Apple TV and HBO Max did not yet exist.

The question then was what form streaming originals would take: experimental fare like Sense8, nonlinear storytelling like the revived Arrested Development, or prestige dramas like House of Cards. The answer came from a popcorn horror thriller set in 1980s small-town Hawkins, Indiana. Matt and Ross Duffer built Stranger Things from vintage pop-culture parts -- Spielberg's coming-of-age sensibilities from E.T., Stephen King's horror and adolescent bonding, John Hughes' mean jocks and soulful goths, and references ranging from Kate Bush to The NeverEnding Story to casting Winona Ryder of Heathers and Beetlejuice fame.

New York Times critic James Poniewozik calls the series "a human-made equivalent of the algorithm" -- the software engine that drives streaming's "if you liked that, you'll like this" recommendation philosophy. Netflix did not invent the idea of copying television success, but the algorithm automated it and made it part of the creative operating system. The show's structure also fits streaming's mechanics: binge-watching encouragement, irregular release schedules, and episodes that assume audiences have time (the last season finale ran two hours and 22 minutes). The story adds: It's why you see a menu of similar thumbnail recommendations once you finish streaming a favorite series, encouraging you not to discover but to replicate. But the spirit behind it also explains why so much original streaming TV feels like the creative product of an algorithm. Consider the recent Netflix drama "The Beast in Me," which pairs familiar prestige-TV stars (Claire Danes of "Homeland" and Matthew Rhys of "The Americans") in a grim, upscale thriller that vaguely recalls something you might have seen on early 2010s Showtime or FX.

Creating the new by swallowing and regurgitating the old is also the signature move of generative A.I., which may be why that medium is so effective at creating works of burnished nostalgia. On Instagram and TikTok, accounts with names like "Maximal Nostalgia" serve up honeyed, uncanny images and videos that testify to how much better life was in a 1980s and 1990s that never existed.

[ Read more of this story ]( https://entertainment.slashdot.org/story/25/11/26/1942237/how-stranger-things-defined-the-era-of-the-algorithm?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

China's pharmaceutical industry has quietly evolved from a hub for generics and clinical trials into something more ambitious -- a genuine competitor in drug discovery that Western giants are now courting to fill gaps left by looming patent expirations worth over $300 billion by 2030. In the first half of 2025, nearly a third of global licensing agreements signed by big pharma involved Chinese firms, Economist reports, four times the share from 2021. Pfizer agreed in May to pay $1.25 billion to 3SBio for an experimental cancer drug, and GlaxoSmithKline followed in June with a deal valued at up to $12 billion with Hengrui. Chinese companies now run about a third of the world's clinical trials, up from 5% a decade ago.

[ Read more of this story ]( https://science.slashdot.org/story/25/11/26/1949202/chinese-pharma-is-on-the-cusp-of-going-global?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

BrianFagioli writes: Newegg's new partnership with PayPal is another sign that mainstream e-commerce is shifting control from users to AI-driven intermediaries. Instead of shoppers visiting Newegg directly, PayPal's agentic commerce system pushes product discovery through AI platforms like Perplexity where recommendations, checkout, and fraud checks all happen inside someone else's controlled environment. Newegg stays the merchant of record, but the real influence shifts to the platforms that decide which products their AI agents mention. That may sound convenient, but it also means discovery becomes guided by training data and commercial integrations rather than user intent.

Slashdot readers will likely notice the other issue. This setup puts PayPal deeper into the shopping pipeline at a time when many users already avoid the company over account freezes and dispute policies. An AI-mediated shopping experience where PayPal becomes the silent gatekeeper by default is not going to sit well with everyone. And with AI agents shaping purchasing decisions based on behavior and context, the concept of intent-driven shopping starts to look a lot like quiet nudging rather than empowerment. Newegg may see this as the future, but the community will probably ask whether users truly want AI systems and PayPal deciding how they shop.

[ Read more of this story ]( https://news.slashdot.org/story/25/11/26/1958216/newegg-sparks-debate-with-new-paypal-integrated-ai-shopping-push?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

An anonymous reader quotes a report from Ars Technica: Facing five lawsuits alleging wrongful deaths, OpenAI lobbed its first defense Tuesday, denying in a court filing that ChatGPT caused a teen's suicide and instead arguing the teen violated terms that prohibit discussing suicide or self-harm with the chatbot. The earliest look at OpenAI's strategy to overcome the string of lawsuits came in a case where parents of 16-year-old Adam Raine accused OpenAI of relaxing safety guardrails that allowed ChatGPT to become the teen's "suicide coach." OpenAI deliberately designed the version their son used, ChatGPT 4o, to encourage and validate his suicidal ideation in its quest to build the world's most engaging chatbot, parents argued.

But in a blog, OpenAI claimed that parents selectively chose disturbing chat logs while supposedly ignoring "the full picture" revealed by the teen's chat history. Digging through the logs, OpenAI claimed the teen told ChatGPT that he'd begun experiencing suicidal ideation at age 11, long before he used the chatbot. "A full reading of his chat history shows that his death, while devastating, was not caused by ChatGPT," OpenAI's filing argued. [...] All the logs that OpenAI referenced in its filing are sealed, making it impossible to verify the broader context the AI firm claims the logs provide. In its blog, OpenAI said it was limiting the amount of "sensitive evidence" made available to the public, due to its intention to handle mental health-related cases with "care, transparency, and respect." The Raine family's lead lawyer called OpenAI's response "disturbing."

"They abjectly ignore all of the damning facts we have put forward: how GPT-4o was rushed to market without full testing. That OpenAI twice changed its Model Spec to require ChatGPT to engage in self-harm discussions. That ChatGPT counseled Adam away from telling his parents about his suicidal ideation and actively helped him plan a 'beautiful suicide.' And OpenAI and Sam Altman have no explanation for the last hours of Adam's life, when ChatGPT gave him a pep talk and then offered to write a suicide note."

OpenAI is leaning on its usage policies to defend against this case, emphasizing that "ChatGPT users acknowledge their use of ChatGPT is 'at your sole risk'" and that Raine should never have been allowed to use the chatbot without parental consent.

[ Read more of this story ]( https://yro.slashdot.org/story/25/11/26/2012215/openai-says-dead-teen-violated-tos-when-he-used-chatgpt-to-plan-suicide?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Last week, Google surprised the tech world when it announced AirDrop support on Pixel 10 devices -- all without Apple's involvement. "While it initially seemed like this was a rogue move made by Google to coerce Apple into another boundary-breaking decision, it might actually be part of the repercussions that also led to USB-C on iPhone and the adoption of RCS," reports 9to5Google. From a report: As reported by Ars Technica, the answer to this week's mysterious Quick Share upgrade lies in the EU's interoperability requirements designed for the DMA. The ruling out of the European Commission pushed Apple to begin supporting interoperable wireless standards beginning with this year's set of OS upgrades, replacing the previous proprietary standard the company used to power its various Continuity features. That forced Apple to add support for the Wi-Fi Alliance's Wi-Fi Aware standard of multi-directional file sharing, at the cost of completely phasing out its previous walled-in protocol.

[ Read more of this story ]( https://apple.slashdot.org/story/25/11/26/2155234/googles-airdrop-support-for-pixel-10-likely-exists-because-of-eus-apple-ruling?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Greek authorities shut down an IPTV piracy operation on Santorini, arresting a reseller and referring 68 end users for prosecution. TorrentFreak reports: A new legal framework to tackle online infringement in Greece went live just a couple of months ago, and reports of prosecutions are already coming in. Early September, it was reported that a man from Sparta faces prosecution and a fine of up to 6,000 euros for two IPTV piracy offenses. The suspect, reportedly a cafe owner, was targeted at his workplace on a Saturday, allegedly in front of customers. One told local media that they believed that complaints of the cafe engaging in "unfair competition" preceded the untimely visit.

The Cybercrime Prosecution Directorate launched their operation in the early hours of November 19. The Athens-based unit targeted a network that sold illicit access to premium pay-TV via IPTV subscriptions. The raid, conducted on Santorini, one of the Cyclades islands, resulted in the arrest of a 48-year-old, who, from police reports, appears to be a reseller for a larger network. Customers were reportedly charged 50 euros for 3 months subscription or 100 euros for 6 months. Sales and management were handled by the 48-year-old via an online platform known as a 'panel,' while remote and in-person support were available as part of the service.

The impact of the raid was visible on the islands, locals said. According to a local report, hundreds of users in hotels, cafes, and residences on Santorini and beyond, found themselves suddenly without access to cheap TV. Apparently few areas were untouched by the disruption, such was local reliance on illegal streams.

[ Read more of this story ]( https://yro.slashdot.org/story/25/11/26/227244/greek-cybercrime-unit-shuts-down-iptv-pirates-68-end-users-face-fines?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Amazon's drone-delivery program is under federal scrutiny after an MK30 aircraft clipped an internet cable in Texas. CNBC reports: The incident occurred on Nov. 18 around 12:45 p.m. Central in Waco, Texas. After dropping off a package, one of Amazon's MK30 drones was ascending out of a customer's yard when one of its six propellers got tangled in a nearby internet cable, according to a video of the incident viewed and verified by CNBC. The video shows the Amazon drone shearing the wire line. The drone's motor then appeared to shut off and the aircraft landed itself, with its propellers windmilling slightly on the way down, the video shows. The drone appeared to remain in tact beyond some damage to one of its propellers.

The Federal Aviation Administration is investigating the incident, a spokesperson confirmed. The National Transportation Safety Board said the agency is aware of the incident but has not opened a probe into the matter. Amazon confirmed the incident to CNBC, saying that after clipping the internet cable, the drone performed a "safe contingent landing," referring to the process that allows its drones to land safely in unexpected conditions. "There were no injuries or widespread internet service outages. We've paid for the cable line's repair for the customer and have apologized for the inconvenience this caused them," an Amazon spokesperson told CNBC, noting that the drone had completed its package delivery.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/26/2326203/amazon-faces-faa-probe-after-delivery-drone-snaps-internet-cable-in-texas?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

An anonymous reader quotes a report from the Associated Press: Mexico unveiled plans Wednesday to build what it claims will be Latin America's most powerful supercomputer -- a project the government says will help the country capitalize on the rapidly evolving uses of artificial intelligence and exponentially expand the country's computing capacity. Dubbed "Coatlicue" for the Mexica goddess considered the earth mother, the supercomputer would be seven times more powerful than the region's current leader in Brazil, Jose Merino, head of the Telecommunications and Digital Transformation Agency.

President Claudia Sheinbaum said during her morning news briefing that the location for the project had not been decided yet, but construction will begin next year. "We're very excited," said Sheinbaum, an academic and climate scientist. "It is going to allow Mexico to fully get in on the use of artificial intelligence and the processing of data that today we don't have the capacity to do." Merino said that Mexico's most powerful supercomputer operates at 2.3 petaflops -- a unit to measure computing speed, meaning it can perform one quadrillion operations per second. Coatlicue would have a capacity of 314 petaflops.

[ Read more of this story ]( https://hardware.slashdot.org/story/25/11/26/2330218/mexico-unveils-plans-to-build-most-powerful-supercomputer-in-latin-america?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Wed, 26 Nov 2025 09:05:40 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Привет, Хабр! Время от времени я возвращаюсь к своему pet-проекту голосового ассистента с кодовым именем «Альфа», который разрабатывался как приватный голосовой интерфейс (а-ля «умная колонка») для управления своим «Умным домом». И в этот раз — так сошлись звезды или под влиянием магнитных бурь — мне очень захотелось добавить новый навык. А что из этого вышло, читайте далее. Читать далее]]>

https://habr.com/ru/companies/timeweb/articles/961484/

После двух лет с публикации прошлого обновления представлен релиз классического промышленного окружения рабочего стола CDE 2.5.3 (Common Desktop Environment). CDE был создан в начале 1990-х годов совместными усилиями компаний Sun Microsystems, HP, IBM, DEC, SCO, Fujitsu и Hitachi, и на протяжении многих лет являлся штатным графическим окружением Solaris, HP-UX, IBM AIX, Digital UNIX и UnixWare. В 2012 году код CDE 2.1 был открыт консорциумом The Open Group под лицензией LGPL.

https://www.opennet.ru/opennews/art.shtml?num=64331

China's new JUNO neutrino observatory has delivered world-leading measurements after just 59 days, offering the most precise readings yet of two key neutrino oscillation parameters. "The physics result is already world-leading in the areas that it touches," says particle physicist Juan Pedro Ochoa-Ricoux of the University of California, Irvine, who co-leads a team on JUNO. "In particular, we measured two neutrino oscillation parameters, and that measurement is already for both parameters the best in the world." The results were published in two separate preprints on arXiv.org. Scientific American reports: JUNO's spherical detector, which is akin to a 13-story-tall fishbowl, primarily measures so-called electron antineutrinos spewing from the nearby Yangjian and Taishan nuclear plants. When the particles strike a proton inside the detector, a reaction triggers two light flashes that ping photomultiplier tubes and get converted into electrical signals. The new measurements from these neutrino-proton collisions are now considered the most precise for two oscillation parameters, which act as proxies for differences in their mass, according to Ochoa-Ricoux.

"It is the first time we've turned on a scientific instrument like JUNO that we've been working on for over a decade. It's just tremendously exciting," Ochoa-Ricoux says. "And then to see that we're able to already do world-leading measurements with it, even with such a small amount of data, that's also really exciting." Still, the physicists will need years' worth of neutrino detections to answer the mass-ordering conundrum.

[ Read more of this story ]( https://science.slashdot.org/story/25/11/26/2337257/chinas-giant-underground-neutrino-observatory-releases-its-first-results?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

TOP10 VISITORS:

[1] 37.252.14.x point=144 web=0 up=27.6MB (53%) <--- ake (6/hr)
[2] PetalBot point=2 web=1018 up=5.9MB (11%) <--- PetalBot
[3] BLEXBot point=2 web=92 up=5.2MB (9%) <--- BLEXBot
[4] Amazon point=1 web=146 up=4.0MB (7%) <--- Amazon
[5] Google point=0 web=298 up=2.5MB (4%)
[6] 216.244.66.x point=0 web=42 up=1.3MB (2%)
[7] TikTok point=0 web=191 up=1.2MB (2%)
[8] 217.114.158.x point=28 web=1 up=1.1MB (2%) <--- fox (1/hr)
[9] Facebook point=0 web=47 up=0.5MB (1%)
[10] ClaudeBot point=0 web=20 up=0.4MB (<1%)

TOTAL TRAFFIC: 51MB

Опубликовано: Thu, 27 Nov 2025 08:03:20 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Всем привет! Я Виктор Загускин, руководитель отдела голосового ML в MWS AI. Мы разрабатываем продукт формата «спичкит» — распознавание и синтез речи, анализ ее содержания. Наши клиенты используют эту технологию как кубики для создания прикладных продуктов. Чтобы лучше прочувствовать их потребности и боли, лучше познакомиться с тем, как реализовать голосовые ассистенты на основе современных решений, я решил попробовать сделать подобный продукт самостоятельно. Это будет работающий на локальном устройстве голосовой ассистент со встроенной LLM.В этом цикле материалов я буду рассказывать о процессе создания ассистента, примененных технологиях, выбранном железе, трудностях и путях их преодоления, буду  демонстрировать этапы работ. Попутно расскажу основные концепции, необходимые для реализации голосовых технологий. Первая часть цикла посвящена базе — выбору «железа», тулкитов для инференса, моделей для синтеза и распознавания речи и LLM. Поехали! Читать далее]]>

https://habr.com/ru/companies/ru_mts/articles/970434/

Опубликовано: Thu, 27 Nov 2025 09:15:57 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Все началось с того, что я хотел включить свет в туалете, а он включился через три секунды.У меня стоял шлюз Xiaomi, датчик движения Aqara и какая-то ноунейм релешка. Схема работала так: датчик видит меня -> сигнал летит в Китай на сервер Xiaomi -> там скрипт думает -> сигнал летит обратно ко мне в квартиру -> свет включается.В тот момент я понял две вещи.Первая: я не хочу, чтобы товарищ майор из Пекина знал, как часто я хожу в туалет.Вторая: мой дом не должен превращаться в тыкву, когда провайдер проводит плановые работы.Ниже рассказ о том, как я выкинул все проприетарные шлюзы, купил один свисток и поднял Home Assistant. Читать далее]]>

https://habr.com/ru/articles/970816/

Опубликовано: Thu, 27 Nov 2025 09:01:54 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Картинка: freepik.comЧто первым приходит в голову, когда кто-то говорит «3D-печать»? Ок, у всех разное :-). Но те, кто в теме и сами занимались или занимаются ею, знают, что одной из основных проблем любительской печати является прочность готовых изделий.С этим мне самому тоже приходится сталкиваться постоянно, и я решил разобраться, есть ли способы улучшить этот показатель и что в мире существует по этой теме (из наиболее интересного). Читать далее]]>

https://habr.com/ru/companies/ruvds/articles/969274/

Apple is challenging a new Indian antitrust law that would let regulators calculate penalties based on global revenue -- a change that could expose the company to a fine of roughly $38 billion in its dispute with Tinder owner Match. The 2022 antitrust case centers on accusations that Apple abused its power by forcing developers to use its in-app purchase system. MacRumors reports: Last year, India passed a law that allows the Competition Commission of India (CCI) to use global turnover when calculating penalties imposed on companies for abusing market dominance. Apple can be fined up to 10 percent, which would result in a penalty of around $38 billion. Apple said that using global turnover would result in a fine that's "manifestly arbitrary, unconstitutional, grossly disproportionate, and unjust."

Apple is asking India's Delhi High Court to declare the law illegal, suggesting that penalties should be based on the Indian revenue of the specific unit that violates antitrust law. [...] Apple said in today's filing that the CCI used the new penalty law on November 10 in an unrelated case, fining a company for a violation that happened 10 years ago. Apple said it had "no choice but to bring this constitutional challenge now" to avoid having retrospective penalties applied against it, too. Match has argued that a high fine based on global turnover would discourage companies from repeating antitrust violations. Apple's plea will be heard on December 3.

[ Read more of this story ]( https://yro.slashdot.org/story/25/11/26/2352256/apple-asks-indian-court-to-block-antitrust-law-allowing-38-billion-fine?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Thu, 27 Nov 2025 10:30:09 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Маркетологи говорят нам: купи увлажнитель, купи очиститель, купи ионизатор. Но никто не говорит про главное — углекислый газ.Ты можешь сидеть в кристально чистой комнате с идеальной влажностью, но если CO2 там зашкаливает за 1500 ppm — твой мозг превращается в хлебушек. Ты устаешь, делаешь баги и хочешь спать.Готовые мониторы стоят от 5 до 15 тысяч рублей. Внутри — датчик за тысячу и три светодиода.Я решил, что переплачивать за пластиковый корпус не буду. Берем паяльник (или просто провода), ESP32 и делаем инструмент, который покажет правду. Читать далее]]>

https://habr.com/ru/articles/970860/

Опубликовано: Thu, 27 Nov 2025 08:03:20 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Всем привет! Я Виктор Загускин, руководитель отдела голосового ML в MWS AI. Мы разрабатываем продукт формата «спичкит» — распознавание и синтез речи, анализ ее содержания. Наши клиенты используют эту технологию как кубики для создания прикладных продуктов. Чтобы лучше прочувствовать их потребности и боли, лучше познакомиться с тем, как реализовать голосовые ассистенты на основе современных решений, я решил попробовать сделать подобный продукт самостоятельно. Это будет работающий на локальном устройстве голосовой ассистент со встроенной LLM.В этом цикле материалов я буду рассказывать о процессе создания ассистента, примененных технологиях, выбранном железе, трудностях и путях их преодоления, буду  демонстрировать этапы работ. Попутно расскажу основные концепции, необходимые для реализации голосовых технологий. Первая часть цикла посвящена базе — выбору «железа», тулкитов для инференса, моделей для синтеза и распознавания речи и LLM. Поехали! Читать далее]]>

https://habr.com/ru/companies/mts_ai/articles/970434/

Опубликован выпуск проекта IvorySQL 5.0, развивающего редакцию СУБД PostgreSQL, обеспечивающую совместимость с приложениями, рассчитанными на работу с СУБД Oracle. В IvorySQL заявлена возможность работы в качестве прозрачной замены последней версии PostgreSQL, отличие от которой сводится к появлению настройки "compatible_db", включающей режим совместимости с Oracle. Код написан на языке Си и распространяется под лицензией Apache 2.0.

https://www.opennet.ru/opennews/art.shtml?num=64332

An anonymous reader quotes a report from the BBC: Call-handling agents powered by AI are to be trialled by Staffordshire Police in a bid to cut waiting times for the non-emergency 101 service. The force is set to become the third in the country to take part in the scheme testing the use of artificial "agents" to deal with calls. Under the system, the AI agent would deal with simple queries like requests for information without the need for human involvement, freeing up call handlers and reducing answering times.

Acting Chief Constable Becky Riggs confirmed the force would be looking to launch the AI pilot early in the new year. "It's a piece of technology called Agentforce. It will help with our response to the public, which historically we know we haven't done well." The senior officer said that sometimes people are not calling to report a crime, but want more information, which the technology could help with. However, if the system detects keywords suggesting vulnerability or risk or emergency, then it will be able to divert the call to a human being.

[ Read more of this story ]( https://news.slashdot.org/story/25/11/26/2344228/uk-police-to-trial-ai-agents-responding-to-non-emergency-calls?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Компания Collabora опубликовала офисный пакет Collabora Office, представляющий собой редакцию продукта Collabora Online (LibreOffice Online), адаптированную для обособленного использования на десктоп-системах. Сборки публикуются для Linux (flatpak), macOS и Windows. Отдельно доступна редакция для разработчиков Collabora Office Development Edition (CODE). Ранее распространяемый компанией Collabora стационарный офисный пакет, построенный на классическом LibreOffice, переименован в Collabora Office Classic.

https://www.opennet.ru/opennews/art.shtml?num=64333

Опубликовано: Thu, 27 Nov 2025 13:02:28 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Привет, Хабр! В результате очередного обмена у меня появилась ещё одна электрогитара, кастомизированная предыдущим хозяином в стиле обработанной тунговым маслом тонированной древесины с открытыми порами.Инструмент оказался на удивление играбельным и хорошо звучащим, однако ремонт и доработка, как это всегда бывает, тоже потребовались. Читать далее]]>

https://habr.com/ru/companies/ruvds/articles/942336/

Researchers at MIT and Oak Ridge National Laboratory have built a simulation that models all 151 million American workers and their skills, then maps those skills against the capabilities of over 13,000 AI tools currently in production to see where the two overlap. The answer, according to their analysis: 11.7% of the US labor market's total wage value, or about $1.2 trillion, sits in tasks that AI systems can technically perform [PDF].

The researchers call this the Iceberg Index, and the name is deliberate. The visible AI disruption happening in tech jobs right now accounts for only 2.2% of labor market wage value. The remaining exposure lurks in cognitive and administrative work across finance, healthcare administration, and professional services, and unlike tech-sector disruption, it's spread across all fifty states rather than concentrated on the coasts.

Delaware and South Dakota show higher Iceberg Index values than California because their economies lean heavily on administrative and financial work. Ohio and Tennessee register modest tech-sector exposure but substantial hidden risk in the white-collar functions that support their manufacturing bases.

To validate the framework, the researchers compared their predictions against Anthropic's Economic Index tracking real-world AI usage from millions of Claude users. The two measures agreed on state categorizations 69% of the time, with particularly strong alignment at the extremes.

The Iceberg Index doesn't predict job losses or adoption timelines. It measures technical capability, the overlap between what AI can do and what occupations require. Traditional economic indicators like GDP and unemployment explain less than five percent of the variation in this skill-based exposure, which is partly why the researchers argue workforce planners need new metrics.

[ Read more of this story ]( https://news.slashdot.org/story/25/11/27/0752210/ai-can-technically-perform-12-of-us-labor-markets-wage-value-mit-simulation-finds?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

Опубликовано: Thu, 27 Nov 2025 14:51:55 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Привет! Меня зовут Воронин Николай, я занимаюсь автоматизацией систем отчётности и анализа в ПГК Диджитал.В этой статье я хочу поделиться опытом ведения личного творческого проекта, где многие функции переложены на нейросети. Расскажу об обнаруженных мной особенностях, плюсах и недостатках.Мой проект – это цифровой мультимедийный комикс. Для его реализации требуется создание программного обеспечения, иллюстрации, музыка и звуки, работа с сюжетом и персонажами. Соответственно четыре AI, которые несут кольцо к финалу проекта это:·         Deepseek – LLM для кодинга.·         Deepseek – LLM для отладки и выверки текстов и проработки сюжетной целостности.·         StableDiffusion – иллюстрации.·         Suno AI – музыкальное сопровождение.Почему нейросети – хоббиты, и зачем им нужен Гэндальф?В основном это касается больших языковых моделей (Deepseek, CharGPT, Grok, Gemini, Gigachat и т.п.). Важно понимать, что Искусственный Интеллект – это модное, но неправильное название для нейросети и большой языковой модели – никакого интеллекта там нет. Это очень большой массив хитро размеченной информации с хитрым алгоритмом статистического поиска сначала распознавания вопроса и затем наиболее вероятного ответа. Мыслительного процесса, понимания вопроса и логического построения ответа нет. Нейросети не умеют даже считать, в них просто загружено очень много математических задач с ответами и, получая запрос, нейросеть ищет наиболее вероятный ответ.Соответственно, чем задача специфичнее – тем больше шанс, что в обучающих материалах по ней было мало информации, нейросеть будет пытаться интерпретировать её через другие задачи, которые по логике разметки кажутся похожими (с точки здравого смысла это может быть не так), и решения будут становится всё более и более странными. Читать далее]]>

https://habr.com/ru/companies/pgk/articles/970384/

Опубликовано: Thu, 27 Nov 2025 14:48:21 GMT
Канал: Все статьи подряд / DIY или Сделай сам / Хабр

Зачем запускать тяжелый Fusion 360 или ArtCAM, чтобы просто вырезать фланец или прокладку? Я написал свой CAM-процессор на чистом JavaScript и Three.js, который готовит G-code из DXF за пару секунд прямо в браузере.В статье разбираем архитектуру легковесного инженерного софта: парсинг DXF, визуализацию траекторий на WebGL, алгоритмы оффсетов и опыт парного программирования с нейросетью. Заглянуть под капот]]>

https://habr.com/ru/articles/970998/

An anonymous reader shares a report: NASA has slashed the number of astronaut missions on Boeing's Starliner contract and said the spacecraft's next mission to the International Space Station will fly without a crew, reducing the scope of a program hobbled by engineering woes and outpaced by SpaceX. The most recent mishap occurred during Starliner's first crewed test flight in 2024, carrying NASA astronauts Butch Wilmore and Suni Williams. Several thrusters on Starliner's propulsion system shut down during its approach to the ISS.

[ Read more of this story ]( https://science.slashdot.org/story/25/11/27/0856219/nasa-reduces-flights-on-boeings-starliner-after-botched-astronaut-mission?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.

A bipartisan right-to-repair provision that would let the U.S. military fix its own equipment faces a serious threat from defense industry lobbyists who want to replace it with a pay-per-use model for accessing repair information. A source familiar with negotiations told The Verge that there are significant concerns that the language in the National Defense Authorization Act will be swapped out for a "data-as-a-service" alternative that would require the Department of Defense to pay contractors for access to technical repair data.

The provision, introduced by Sens. Elizabeth Warren (D-MA) and Tim Sheehy (R-MT) in their Warrior Right to Repair Act, passed the Senate in October and has support from Defense Secretary Pete Hegseth, the Army and the Navy. The National Defense Industrial Association published a white paper backing the data-as-a-service model, arguing it would protect contractors' intellectual property. Reps. Mike Rogers (R-AL) and Adam Smith (D-WA), who lead the House Armed Services Committee, outlined similar language in their SPEED Act. Rogers received more than $535,000 from the defense industry in 2024; Smith received over $310,550. The final NDAA is expected early next week.

[ Read more of this story ]( https://tech.slashdot.org/story/25/11/27/095202/defense-contractors-lobby-to-kill-military-right-to-repair-push-pay-per-use-data-model?utm_source=atom1.0moreanon&utm_medium=feed ) at Slashdot.