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Сопоставление каталогов продукции: автоматический массовый подбор с использованием токенизации
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 14:24:22 | Created: 2026-07-03 15:15:59

Задача широко знакома в узких кругах: наш каталог товаров встречается с каталогом контрагента — по сути одни и те же позиции, но названы по-разному. Надо найти совпадения и предоставить коллегам список подходящих наших артикулов для каждой их позиции.

В разобранном ниже случае это картриджи: 22 тысячи записей у контрагента против сотен тысяч наших номенклатур. Для такой задачи матерый программист берёт Elasticsearch, алгоритмы нечёткого поиска и тратит много времени, иногда в меру матерясь. Здесь подбор ведется с помощью токенизации, запросами в стиле no-code и без ИИ.

Токенизируем и сопоставляем
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Как ИИ и очереди на заправках повлияли на появление нового социального феномена
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 14:33:25 | Created: 2026-07-03 15:15:59

Чёрный лебедь в виде дефицита бензина принёс с собой один интересный феномен. За семь дней появилось десяток одинаковых сервисов, с однотипной историей создания (успеха). Некоторые заметившие это уже начали строить теории заговора. Паника не обошла и одного государственного регулятора, который уже публично высказался о ситуации. Я провёл небольшое исследование и, кажется, ситуация несколько сложнее и интереснее. Выглядит всё так, что мы стали свидетелями уже описанного социального феномена в новой форме, для которой ещё нет устоявшейся, единой терминологии.

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АВК-6: Персональный Аналоговый Компьютер
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 14:40:31 | Created: 2026-07-03 15:15:59

Итак, перед нами персональный аналоговый компьютер АВК-6.

Аналоговые вычислительные машины в 60-70-е годы были способны в реальном времени решать системы дифференциальных уравнений до 60 порядка и выше, обеспечивая эквивалентное быстродействие в сотни миллионов операций в секунду, в то время пока цифровые ЭВМ только набирали обороты. Советская и зарубежная промышленность активно выпускала большие и малые аналоговые компьютеры и АВК-6 в этой истории — вершина развития настольных аналоговых компьютеров, удостоенная множества наград в СССР и за рубежом.

Я с детства мечтал заполучить АВК-6 и вот наконец могу провести на нем различные эксперименты, попытаться построить аттракторы, а главное — подтвердить миф о том может ли аналоговый компьютер использоваться как синтезатор.

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Симулятор восприятия: три секунды побыть тем, кто не видит вашу кнопку
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 15:00:31 | Created: 2026-07-03 15:15:59

Я объясняла, что такое доступный дизайн, наверное, сто раз. В статьях, на созвонах, в комментариях. И каждый раз ловила одну и ту же реакцию: люди кивают, соглашаются, что это важно, — и через неделю выкатывают серую кнопку на сером фоне.

Дело не в том, что они плохие дизайнеры или им всё равно. Дело в том, что доступность невозможно понять головой. Её можно только почувствовать. А пока проблема не твоя — ты её не чувствуешь.

Я долго думала, как это починить. И в итоге перестала объяснять словами. Я сделала штуку, которая даёт побыть тем самым пользователем — на несколько секунд. Расскажу, как она устроена и почему чек-листы не работают.

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Новинка: «Инженерия данных. Паттерны проектирования»
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 15:00:51 | Created: 2026-07-03 15:15:59

Приветствуем, Хабр.

Мы стараемся лицензировать в издательстве «O’Reilly» и переводить для вас фундаментальные книги, в том числе, по формирующимся парадигмам и подходам к разработке. Одним из наиболее успешных базовых изданий такого рода была книга «Основы инженерии данных» Джо Риса и Мэта Хоусли, вышедшая в середине 2024 года (допечатка – январь 2026). Желая развить эту тему, мы издали и вторую, возможно, не менее фундаментальную книгу «Data Engineering Design Patterns», которую написал для издательства «O’Reilly» Бартош Конечны. Русское издание вышло в конце июня и называется «Инженерия данных. Паттерны проектирования». Автор считает, что в дисциплине инженерии данных можно выделить такие же многоразовые и универсальные шаблоны проектирования типичных решений, как и в традиционном программировании. То есть, он берётся повторить в этой области фундаментальный труд «Банды четырёх», который в середине 1990-х привёл к появлению всем известной книги «Design Patterns». Ранее мы размещали статью с примерами вычленения паттернов проектирования в области инженерии данных — это был перевод, а оригинал статьи написал сам Бартош Конечны, собираясь обосновать готовящуюся книгу и очертить её тематическое поле. Под катом рассмотрим, какие именно темы вошли в новую книгу.

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С 58% до 72% без роста бюджета: где B2B‑воронка теряла деньги между лидом и сделкой
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 15:03:46 | Created: 2026-07-03 15:15:59

В B2B‑маркетинге чаще всего платят не за трафик, а за неоптимизированный процесс. В одной из компаний мы получили классический сигнал: в отчёте — много заявок, а в бизнесе — ощущается пробел. Это было не «плохой канал», это было «мы теряем деньги между лидом и сделкой».

В проекте с IT‑B2B, продажи от 1,2 млн, цикл 3–4 месяца, диагноз выглядел так:

42% заявок не доходили до клиента; 33% коммерческих предложений терялись на этапе подготовки; основной источник закрытых сделок получал только 18% бюджета. Я не прикрываю это «кейсом», я говорю о простой вещи: деньги утекают ещё до того, как начинаются кампании.

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Настройте свой VPN-роутер с нуля без терминала и погружения в документацию c Re:Sputnik
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 15:06:58 | Created: 2026-07-03 15:15:59

Хабр сегодня полон статей с гайдами по "легкой" настройке VPN на роутер, на практике же пользователю предлагается окунуться в глубины обилий параметров, консольных команд, и разного рода сложных действий которые не всегда приводят к ожидаемому результату. А если и приводят, то поддержание его в рабочем состоянии отдельная задача, не всегда описанная в исходном гайде. А тем временем роутер с VPN остается вещью довольно желанной и если его сложно сделать самому, его можно купить? Покупка готового устройства сопряжена либо с огромной переплатой за риск от надежного источника (наверняка ваш провайдер VPN предлагал подобное устройство) либо с меньшей переплатой, но от ненадежного - с неизвестным софтом внутри, программами слежки, а иногда и откровенно вредоносным софтом. А ведь сами роутеры в магазине продаются и вполне доступны - Cudy, Xiaomi и множество других...

Получается что не имея специальных знаний или надежного человека получить такое устройство довольно сложно?

Вот бы был такой способ чтобы роутер можно было настроить и поддерживать самостоятельно не погружаясь в глубины файрволлов, DHCP, DNS, SSH и прочего....

Ну возможно сегодня тот день:

Эта статья о том как вы сможете настроить и обслуживать свой роутер с VPN, раздельным туннелированием с помощью программы Re:Sputnik

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Лучшие нейросети для видео: 11 ИИ-инструментов для создания роликов онлайн
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-03 15:10:09 | Created: 2026-07-03 15:15:59

Нейросети уже умеют не просто собирать красивые картинки, а создавать полноценные ролики: с движением камеры, сменой планов, мимикой, жестами, светом, атмосферой и даже звуком. Если раньше ИИ-видео часто выглядело странно и «плыло» при каждом движении, то сейчас модели стали намного точнее. 

Главное преимущество в том, что генерация видео стала доступной обычному пользователю. Достаточно открыть нейросеть для генерации видео, выбрать модель, написать понятное описание или загрузить опорный кадр. После этого ИИ превращает идею в реалистичное движение.

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Prince William appears on "New Heights" podcast ahead of Swift-Kelce wedding
Published: 2026-07-03 16:31:09 | Created: 2026-07-03 15:15:59
Prince William will appear on the podcast hosted by Jason and Travis Kelce just hours before Travis Kelce and Taylor Swift's anticipated wedding.
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German row over plan for workers to need sick note on first day of illness
Published: 2026-07-03 14:56:30 | Created: 2026-07-03 15:15:59
A doctors' group says it "borders on madness" that patients will have to obtain the note in person.
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Syrian ex-colonel accused of crimes against humanity deemed 'unfit to plead'
Published: 2026-07-03 14:33:08 | Created: 2026-07-03 15:05:00
Salem Al-Salem, 58, is charged with three counts of murder as a crime against humanity, three counts of torture and one charge of conduct ancillary to murder.
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From The Sports Desk: Portugal advances, Croatia sent packing after dramatic finish
Published: 2026-07-03 15:00:59 | Created: 2026-07-03 15:04:59
Portugal advanced after edging out Croatia 2-1 in a hard-fought match, and Cristiano Ronaldo’s team will now face European champion Spain on Monday.
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France records 2,025 excess deaths at peak of June heatwave
Published: 2026-07-03 10:23:32 | Created: 2026-07-03 15:03:59
Forecasters are warning of further extreme temperatures on the continent in the next few days.
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German row over plan for workers to need sick note on first day of illness
Published: 2026-07-03 14:56:30 | Created: 2026-07-03 15:03:59
A doctors' group says it "borders on madness" that patients will have to obtain the note in person.
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Entire NSW Labor left calls for controversial anti-protest laws to be scrapped ahead of party conference
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-03 14:53:58 | Created: 2026-07-03 15:01:00

Fifty-six state branches want laws reviewed, while gambling, Aukus and Palestine also on agenda

Fifty-six Labor branches have passed motions to the New South Wales state conference calling for controversial anti-protest legislation to be repealed or reviewed, with the entire left faction backing a motion for two of the laws to be scrapped.

Gambling reform, Aukus and Palestine were also among the top issues in motions submitted by branches to the conference, the last before the March election and which is key in informing policy.

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NSW government ‘absolutely thrilled’ to welcome OpenAI ... until someone mentioned the Terminator films
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-03 14:54:59 | Created: 2026-07-03 15:01:00

Emails sent between MP Anoulak Chanthivong’s staff take cautious approach to AI giant arriving in Sydney – despite the government’s encouragement

The NSW technology minister’s office removed a reference to being “absolutely thrilled” about OpenAI opening a Sydney office after staffers joked a dystopian Skynet could be headed for the city within five years.

Artificial intelligence giant OpenAI announced its first Australian office in August last year, before opening in December.

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From jalapeño relish and peanut butter to sliced peach and granola: Ella Risbridger’s recipes for fancy toast
Published: 2026-07-03 14:00:30 | Created: 2026-07-03 14:57:59

You can elevate a simple bit of toast to something sublime using this simple formula

Toast is a baseline meal for me. A daily friend. A daily best friend I’m always glad to see. And much like a best friend, it’s always fun to see her get gussied up a little once in a while. Think elegant; think dainty; think, as a general guideline: soft, sharp, frill.

Soft is self-explanatory. Even butter counts, if you keep it cool and thick. Avocado.

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‘If you see one movie this year’: Christopher Nolan’s The Odyssey set to storm the box office
Published: 2026-07-03 14:19:03 | Created: 2026-07-03 14:57:59

The summer’s most anticipated film will raise epic questions about culture wars, classics and the nature of film-making

In a plot twist worthy of the ancient bards themselves, the hottest movie of the summer isn’t a superhero flick, or an alien-invasion yarn, or a crinolines-and-bonnets period drama. Instead, it is an adaptation of a nearly 3,000-year-old epic poem, which film-maker Christopher Nolan is releasing as a follow-up to Oppenheimer, his grim, Oscar-winning study of the origins of nuclear war. Nolan, previously director of Memento, the Dark Knight trilogy and Dunkirk, has now turned his attention to the Odyssey, the classical Greek saga that, along with its companion epic the Iliad, is one of the foundational works of western civilisation.

Nolan’s adaptation is a big-budget affair, the largest of his career at an estimated $250m, and the director has peopled it with a cast ranging from established Hollywood stars such as Matt Damon and Anne Hathaway, newer teen-friendly faces including couple of the moment Zendaya and Spider-Man’s Tom Holland, and idiosyncratic choices such as Lupita Nyong’o, Mia Goth, Samantha Morton and fellow director Benny Safdie.

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Hormones on the brain? Everything you need to know about HRT, testosterone, melatonin and more
Published: 2026-07-03 14:00:30 | Created: 2026-07-03 14:57:59

Cortisol is bad. Testosterone makes you aggressive. Melatonin helps you sleep. Experts bust common hormone myths

False The main puberty hormones are oestrogen and progesterone for girls and testosterone for boys. “They are active in the womb during foetal development and in infancy in a phase called mini-puberty,” says Sasha Howard, clinical reader and honorary consultant in paediatric endocrinology at Queen Mary, University of London and Barts Health NHS trust.

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Biggest ever byelection will test nation’s mood – and Burnham’s credentials
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-03 14:41:41 | Created: 2026-07-03 14:45:59

‘Hugely significant’ race for Manchester mayor will give clues on whether PM-in-waiting can turn tide against Reform UK

Andy Burnham was delivered to the steps of Downing Street after one of the most consequential parliamentary byelections in recent British history.

But it is the race to be his successor as Greater Manchester mayor that could reveal far more about the mood of the nation than the historic – and unique – contest in Makerfield.

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Argentina v Cape Verde: Breaking down biggest World Cup knockout mismatch
Published: 2026-07-03 11:01:01 | Created: 2026-07-03 14:43:59
Lionel Messi versus Vozinha. It is the World Cup battle no-one knew they wanted, but which fans now cannot wait to see.
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NYC Mayor Mamdani talks immigration, Trump administration policies in America 250 speech
Published: 2026-07-03 22:02:18 | Created: 2026-07-03 14:43:59
New York City Mayor Zohran Mamdani delivered a stinging rebuke of the Trump administration in a speech marking America's 250th birthday.
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Parts of UK braced for another heatwave as temperatures could soar to 30C
Feed: The Latest News from the UK and Around the World | Sky News (https://feeds.skynews.com/feeds/rss/home.xml)
Published: 2026-07-03 11:02:00 | Created: 2026-07-03 14:42:59
Parts of the UK are braced for another potential heatwave - with temperatures in some areas expected to soar to 30C over the weekend.
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Is NYC Summer Tourism Peaking With World Cup, Swift Wedding and America’s 250th?
Published: 2026-07-03 09:02:56 | Created: 2026-07-03 14:41:59
A series of major events is unfolding in New York this week, sprinkling the city with soccer tees, fireworks and, perhaps, love — though not record visitor numbers.
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The South Korean Mine at the Center of America’s Tungsten Push
Published: 2026-07-01 09:01:05 | Created: 2026-07-03 14:41:59
Deep beneath a South Korean mountain, workers are reviving a mine that could challenge China’s grip on a metal vital to weapons, chips and industry.
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Venice mayor proposes new dynamic pricing tourist fee
Published: 2026-07-03 14:35:17 | Created: 2026-07-03 14:39:59
The mayor of Venice says the city is seeking government approval to introduce a form of dynamic pricing to deal with tourism costs.
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U.S. says it's monitoring oil markets for price-fixing, urges states to do same
Published: 2026-07-03 14:30:00 | Created: 2026-07-03 14:35:59
Antitrust regulators suggested that state attorneys general could assist in investigating unlawful conduct by companies.
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North and south collide in new Nations Championship of punishing itineraries
Published: 2026-07-03 14:24:17 | Created: 2026-07-03 14:30:59

Six matches from Cardiff to Córdoba are bound to be intriguing – but player welfare is taking a back seat

Welcome to rugby’s latest controversial ruse. The next time World Rugby spouts that thing about player welfare being their No 1 priority, just say “Nations Championship” back at them. The next time the governing body goes on about the sanctity of the World Cup, do the same.

The Nations Championship begins this weekend, a coming together of six teams from the north against six from the “south” – well, five plus Japan (it’s just not working, is it).

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Burnham says there is some room for movement on tax
Published: 2026-07-03 12:44:09 | Created: 2026-07-03 14:22:59
But the likely next PM says he will stick to Labour's pledges to not raise VAT, income tax or national insurance.
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Bessent on Trump accounts, gas prices and wage growth
Published: 2026-07-03 14:14:12 | Created: 2026-07-03 14:22:59
Treasury Secretary Scott Bessent spoke exclusively with Kelly O'Grady about Trump accounts, which officially launch on Saturday, as well as when gas prices could lower to pre-Iran war levels and wage growth for Americans.
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UK in talks with Pakistan about deporting grooming gang leader
Published: 2026-07-03 14:02:25 | Created: 2026-07-03 14:22:59
The prime minister's spokesperson says the government is exploring "all possible options in this case".
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Reagan Washington National Airport pausing operations amid America 250 events
Published: 2026-07-03 14:16:42 | Created: 2026-07-03 14:22:59
On Friday, Reagan Washington National Airport is pausing operations for about three hours due to rehearsals for July Fourth America 250 celebrations. On Saturday, DCA will halt operations starting at noon. The airlines and the FAA worked on the plan and any cancellations were made months ago.
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This week on "Sunday Morning" (July 5)
Published: 2026-07-06 14:43:13 | Created: 2026-07-03 14:22:59
A look at the features for this week's broadcast of the Emmy-winning program, hosted by Jane Pauley.
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E Pluribus Algae: Why Green Pond Scum Is as American as Red, White and Blue
Published: 2026-07-03 09:03:12 | Created: 2026-07-03 14:21:59
And why the most patriotic approach to the Reflecting Pool may be to let the algae take over.
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WATCH: Inside the Statue of Liberty flyover with French Air and Space Force
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-07-03 14:28:00 | Created: 2026-07-03 14:20:59
ABC News' Deborah Roberts got a once-in-a-lifetime chance to fly with the world-famous Patrouille de France in an evening salute to Lady Liberty for America's 250th celebration.
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WATCH: Presidential families share little-known facts about their descendants
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-07-03 13:27:24 | Created: 2026-07-03 14:18:59
According to family, John Quincy Adams skinny dipped daily in the Potomac River.
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WATCH: Countdown begins for Nashville's Star-Spangled Bash
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-07-03 18:06:08 | Created: 2026-07-03 14:18:59
WKRN-TV’s Danielle Breezy reports live from Nashville with a preview of the city’s Fourth of July celebration, including a star-studded concert hosted by Ryan Seacrest.
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WATCH: Look back at America’s 1976 Bicentennial
Feed: ABC News: Top Stories (https://abcnews.go.com/abcnews/topstories)
Published: 2026-07-03 14:38:20 | Created: 2026-07-03 14:18:59
"GMA" looks back at the nation's Bicentennial celebration in 1976 and how Americans marked the country's 200th anniversary. 
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Ken Burns says Americans are not as divided today as we were in history
Published: 2026-07-03 14:04:37 | Created: 2026-07-03 14:18:59
Acclaimed documentary filmmaker Ken Burns reflects on the 250th birthday of America, political divisions in the country and how we can come together.
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Meet the members of The U.S. Army Brass Quintet
Published: 2026-07-03 14:09:59 | Created: 2026-07-03 14:18:59
The U.S. Army Brass Quintet joins "CBS Mornings" to celebrate the nation's 250th birthday. Master Sgt. Kevin Gebo shares the band's favorite songs to play and discusses what they're looking forward to most this weekend.
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Three men found not guilty of murdering journalist Lyra McKee
Published: 2026-07-03 15:31:20 | Created: 2026-07-03 14:15:59

Family of woman who died after being hit by a bullet as she observed rioting in Derry say justice system has failed her

Three men from Derry have been found not guilty of murdering the journalist Lyra McKee in 2019.

Her family said the verdict at Belfast crown court meant the justice system had “completely failed” them and McKee.

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Deaths in France surged 30% during hottest week of record June heatwave
Published: 2026-07-03 16:52:43 | Created: 2026-07-03 14:15:59

Public health authority says 2,025 excess deaths probably an underestimate and that it expects toll to rise further

The number of deaths recorded in France surged by nearly 30% during the hottest week of the record-breaking heatwave that scorched much of Europe last month, the public health authority has said, adding that it expected the toll to rise further.

Public Health France said on Friday there had been “an increase of 29.1%, corresponding to 2,025 additional deaths compared with the previous week”. It said the figure was probably an underestimate and “mortality will rise further”.

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Woman who stalked George Osborne and his wife spared jail
Feed: The Latest News from the UK and Around the World | Sky News (https://feeds.skynews.com/feeds/rss/home.xml)
Published: 2026-07-03 14:09:00 | Created: 2026-07-03 14:14:59
A woman who stalked former Tory chancellor George Osborne and his wife, including reporting them to social services, has been spared jail.
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Как российские студенты-дроноводы погибают на войне?
Published: 2026-07-03 14:08:00 | Created: 2026-07-03 14:13:59
И почему они соглашаются воевать?
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Louisiana court halts criminal indictment against state attorney general
Feed: World news | The Guardian (https://www.theguardian.com/world/rss)
Published: 2026-07-03 17:34:26 | Created: 2026-07-03 14:12:59

Republican Liz Murrill was indicted for the alleged intimidation of New Orleans elected officials

Louisiana’s highest court has granted a stay of the proceedings in a criminal indictment targeting the state’s attorney general, in the latest twist of a high-stakes political battle between Republican state leaders and Democrats who govern its most famous city, New Orleans.

Liz Murrill, a Republican who is Louisiana’s first female attorney general, was slapped with a 16-count indictment on Thursday by a New Orleans grand jury charging her with intimidation and malfeasance. The charges effectively accused her of trying to intimidate New Orleans officials who fought a law passed by Republican legislators to overhaul the city’s courts.

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What to expect for Taylor Swift and Travis Kelce's wedding
Published: 2026-07-03 13:58:15 | Created: 2026-07-03 14:09:59
Bryan West, the Taylor Swift reporter for USA Today, talks about expectations for Taylor Swift and Travis Kelce's wedding and what it may look like inside Madison Square Garden. For the past week, clues have piled up and the iconic arena has been on lockdown for the couple's potential nuptials.
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US withdraws troops from Nigeria after Islamic State mission
Published: 2026-07-03 14:00:50 | Created: 2026-07-03 14:05:59
The US said the joint operation, which began in December last year, was a success.
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Actors bring historical figures and America's 250-year history to life in Philadelphia
Published: 2026-07-03 13:55:27 | Created: 2026-07-03 14:05:59
Actors with Historic Philadelphia turn sightseeing in the city into storytelling - bringing historical figures like Ben Franklin and Betsy Ross to life. Janelle Burrell shows how they're celebrating 250 years of America.
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Venezuela quake survivor pulled out alive after eight days
Published: 2026-07-03 06:38:45 | Created: 2026-07-03 14:04:59
Hernán Gil was trapped under a collapsed multi-storey car park.
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3 futurists predict what America will be like in the centuries ahead
Published: 2026-07-02 15:24:00 | Created: 2026-07-03 14:02:00
From space to healthcare and artificial intelligence, what could the next 250 years of the United States look like?
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