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ИИ-грамотность, доверие и цена доменной экспертизы
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-12 16:47:08 | Created: 2026-07-12 16:48:38

Внедрение ИИ в реальные бизнес-процессы компаний зависит не только от качества моделей и стоимости токенов, но и от уровня доверия к технологии в целом. Такое доверие формируется на основе понимания общих принципов работы LLM, технических навыков работы с ИИ-помощниками, знаний об информационных угрозах и этических нормах, а также способности оценить качество выдаваемого моделью результата. Последнее напрямую связано с уровнем профессиональной компетентности человека, заменить которого в этой цепочке нам предлагают агентами. Однако передача доменной экспертизы на откуп ИИ чревата как ошибками в итоговом результате, так и притуплением собственных навыков.

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Georgia teen to appear in plea hearing over 2024 school shooting that killed four people
Published: 2026-07-12 16:42:54 | Created: 2026-07-12 16:48:38

Colt Gray, now 16, expected to change plea after pleading not guilty to 55 criminal counts in Apalachee shooting

The teenager accused of killing two students and two teachers during a 2024 shooting at Apalachee high school in Georgia has been scheduled to appear in court later in July for a “non-negotiated” plea hearing, according to records.

Documents filed on Friday in Barrow county superior court in Winder, Georgia, show that Colt Gray is expected to change his plea at a hearing on 24 July, with the court scheduled to hold proceedings for both the plea and sentencing, as the Associated Press reported.

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Girl, 9, among at least six killed in Israeli Gaza attacks - say Palestinian officials
Feed: The Latest News from the UK and Around the World | Sky News (https://feeds.skynews.com/feeds/rss/home.xml)
Published: 2026-07-12 15:39:00 | Created: 2026-07-12 16:45:37
A nine-year-old girl was among at least six people killed by Israeli attacks in Gaza on Sunday, according to Palestinian health officials.
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Transcript: Frank McKenzie on "Face the Nation with Margaret Brennan," July 12, 2026
Published: 2026-07-12 16:36:45 | Created: 2026-07-12 16:37:37
The following is the transcript of an interview with retired Gen. Frank McKenzie that aired on "Face the Nation with Margaret Brennan" on July 12, 2026.
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I'm dyslexic and avoided reading until BookTok got me hooked - now I run a book club
Published: 2026-07-12 06:05:16 | Created: 2026-07-12 16:33:37
Romance novels are enjoying a boom and even their own dedicated bookshops.
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'This landscape is completely charred': Inside the village at epicentre of Spain's wildfires
Published: 2026-07-12 15:33:27 | Created: 2026-07-12 16:33:37
The BBC's Nick Beake sees homes razed to the ground and "a sea of black" in Bédar.
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Antiques Roadshow expert Theo Burrell dies aged 39
Published: 2026-07-12 12:49:15 | Created: 2026-07-12 16:33:37
She was diagnosed with a glioblastoma, a highly aggressive brain tumour, in June 2022.
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Andrew Flintoff's Top Gear crash passenger sues BBC Studios
Published: 2026-07-12 16:11:20 | Created: 2026-07-12 16:33:37
Expert driver Paul Rees is claiming personal injury, which BBC Studios is disputing.
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Maps show heat alerts as extreme temperatures threaten millions
Published: 2026-07-14 01:40:51 | Created: 2026-07-12 16:32:37
Heat alerts were issued for millions across parts of the western U.S. Sunday due to an unusually prolonged heat dome, which is starting to move east.
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The highs and lows of Bazball
Published: 2026-07-12 13:05:24 | Created: 2026-07-12 16:28:38
BBC Sport looks at the highs and lows of Brendon McCullum's era as England Test head coach following his sacking.
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Ryu claims second major of season at Evian Championship
Published: 2026-07-12 15:54:48 | Created: 2026-07-12 16:28:38
South Korea's Haeran Ryu says it feels like she was in an "unreal dream" after claiming her second major title in the space of two weeks by defeating Brooke Henderson in a play-off at the Evian Championship.
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Rice in bed for nearly three days before Norway game - Tuchel
Published: 2026-07-12 11:15:14 | Created: 2026-07-12 16:28:38
England boss Thomas Tuchel says Declan Rice was in bed for most of the three days prior to the World Cup quarter-final win against Norway because of a sickness bug.
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Tuchel unhappy with England display - so why do they keep winning?
Published: 2026-07-12 12:19:03 | Created: 2026-07-12 16:28:38
Football tactics correspondent Umir Irfan examines why England are still winning games despite Thomas Tuchel insisting performances are not good.
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McCullum sacked as England Test head coach
Published: 2026-07-12 14:03:13 | Created: 2026-07-12 16:28:38
England are now without a Test head coach and captain as Brendon McCullum leaves after four years in the role.
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The battle for Charlie Kirk’s legacy
Published: 2026-07-10 06:00:00 | Created: 2026-07-12 16:28:38
Will young people still vote Republican after Kirk’s death?
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What’s Andy Burnham’s plan to move power out of London?
Published: 2026-07-10 10:00:00 | Created: 2026-07-12 16:28:38
Adam and Alex take a deep dive into Andy Burnham’s plan to move power out of London
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Watch: People flee as Russian strike hits near Ukraine coffee shop
Published: 2026-07-12 09:03:17 | Created: 2026-07-12 16:28:38
Three cameras caught the moment people ducked then ran for cover in Sumy, in north eastern Ukraine.
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Record 128 people cross Channel in one small boat
Published: 2026-07-12 09:26:22 | Created: 2026-07-12 16:28:38
The boat made the journey on Friday, when a total of 225 migrants made the crossing on three boats.
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China evacuates nearly two million people as powerful typhoon makes landfall
Published: 2026-07-12 07:39:45 | Created: 2026-07-12 16:28:38
Schools, work and outdoor activities have been suspended in Zhejiang province and many transport services cancelled.
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Two charged as body found in suitcase in woods
Published: 2026-07-12 11:54:52 | Created: 2026-07-12 16:28:38
A man from London is charged with murder after a man's body is found in woods in Kent.
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Dog rescued from Ben Nevis suspected to have eaten discarded cannabis
Published: 2026-07-12 10:49:53 | Created: 2026-07-12 16:28:38
Tokyo the black Labrador collapsed half way up the UK's highest mountain during a hike with her owner.
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David Willey, esteemed BBC Vatican correspondent, dies aged 93
Published: 2026-07-12 15:22:52 | Created: 2026-07-12 16:28:38
One of the BBC's longest-serving foreign correspondents, he reported on five popes during his career.
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US insists Strait of Hormuz is open as it exchanges strikes with Iran
Published: 2026-07-12 15:58:15 | Created: 2026-07-12 16:28:38
Iranian forces earlier said the Strait was closed and launched wide-ranging attacks at US allies and bases in the region.
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McCullum sacked as England Test head coach
Published: 2026-07-12 14:03:13 | Created: 2026-07-12 16:28:38
England are now without a Test head coach and captain as Brendon McCullum leaves after four years in the role.
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Antiques Roadshow expert Theo Burrell dies aged 39
Published: 2026-07-12 12:49:15 | Created: 2026-07-12 16:28:38
She was diagnosed with a glioblastoma, a highly aggressive brain tumour, in June 2022.
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'Exceptional' wildfire risk for parts of UK as heat health alerts issued
Published: 2026-07-12 06:07:51 | Created: 2026-07-12 16:28:38
The warnings come as parts of the UK are set to enter their second week of temperatures above the heatwave threshold.
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Andrew Flintoff's Top Gear crash passenger sues BBC Studios
Published: 2026-07-12 16:11:20 | Created: 2026-07-12 16:28:38
Expert driver Paul Rees is claiming personal injury, which BBC Studios is disputing.
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Opinion | Lindsey Graham’s Death Is a Loss for Global Freedom
Published: 2026-07-12 23:54:00 | Created: 2026-07-12 16:20:38
The Senator, who died Saturday, was an influential supporter of Israel, Ukraine and U.S. alliances.
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World Cup 2026 power rankings: who leads the pack as semi-finals loom?
Published: 2026-07-12 16:00:22 | Created: 2026-07-12 16:18:37

We assess the teams who played in the last eight as the business end of the tournament approaches

Didier Deschamps has seen it all before and certainly does not fear even the lowest of blocks. It is clear everyone is afraid of Les Bleus, which is understandable, and they are using it to their advantage. It is admirable how teams keep France quiet for lengthy periods but the game is too long to completely silence Kylian Mbappé and Ousmane Dembélé. Against Morocco an hour of patience was required but these forwards are used to it and Mbappé produced the magic that has powered this run, following it up with an assist. In a tournament defined by individuals, France have the best of a talented bunch.

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Big game Bellingham steps up again with show-stopping World Cup run for England | Andrew Beasley
Published: 2026-07-12 15:48:14 | Created: 2026-07-12 16:18:37

Real Madrid forward is thriving on the global stage as the first player to score twice in consecutive knockout matches at the tournament since Maradona in 1986

England’s World Cup journey has rapidly become the Jude Bellingham show. He scored twice to see off Norway on Saturday having also bagged a double in the previous round against Mexico. The 23-year-old attacking midfielder loves delivering on the biggest of stages.

This is the greatest era of World Cup goal scoring, aided by the expansion of the tournament. The two leading scorers of all time are still in the 2026 edition, with Lionel Messi (21 goals) and Kylian Mbappé (20) joined by Harry Kane (14) in the top six. Erling Haaland scored seven times in only five matches, meaning he may be in the upper reaches of the chart by the time he retires, too.

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Germany records nearly 100 drowning deaths, many of them young men, in June heatwave
Published: 2026-07-12 15:19:05 | Created: 2026-07-12 16:18:37

Authorities confirm worst toll in more than 20 years, as extreme temperatures in Europe force early closure of Eiffel Tower

Nearly 100 people, the largest proportion of whom were young men, died by drowning in Germany last month, authorities have said, as extreme temperatures in western Europe that have been blamed for hundreds of excess deaths geared up again.

In Germany’s worst death toll from drowning for more than two decades, 99 people died in June, according to official figures, after temperatures rose as high as 41.7C (107.1F) in some areas.

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Andrew Flintoff's Top Gear crash passenger sues BBC Studios
Published: 2026-07-12 16:11:20 | Created: 2026-07-12 16:17:37
Expert driver Paul Rees is claiming personal injury, which BBC Studios is disputing.
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Retired Gen. Frank McKenzie on the Trump administration's options with Iran
Published: 2026-07-12 16:05:40 | Created: 2026-07-12 16:17:37
As the U.S. and Iran trade another round of strikes, retired Gen. Frank McKenzie, who led U.S. Central Command, told "Face the Nation" the U.S. has the ability to take control of the Strait of Hormuz or Iran's Kharg Island oil terminal. "If you want to gain concessions from Iran, you have to directly pressure the regime, and you have to do so in a way that perhaps is existential to them," he said.
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Shortly before Lindsey Graham's death, he was hopeful about new Russia sanctions bill
Published: 2026-07-12 16:09:37 | Created: 2026-07-12 16:17:37
One day before Sen. Lindsey Graham's death Saturday, he told "Face the Nation" moderator Margaret Brennan he was excited about new progress on a long-sought bipartisan bill to boost sanctions on Russia by targeting buyers of its oil.
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Margaret Brennan: I spoke with Lindsey Graham a day before he died
Published: 2026-07-12 16:14:25 | Created: 2026-07-12 16:17:37
Fierce Ukraine supporter Lindsey Graham passed away Saturday on the heels of his tenth trip to the warzone, and at a key moment for one of the Republican senator's proudest accomplishments.
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Профилировщик CMS-движков для вебстудий
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-12 16:15:31 | Created: 2026-07-12 16:16:38

Кто хотя бы раз работал в вебстудии над создаваемыми сайтами, знает, что используемые там универсальные движки очень даже норовистые. Чуть не уследил за правильной кастомизацией кода под требования клиента - на получи тормоза при открытии его страниц.

И ведь не сразу найдёшь, где же в глубинах проекта образовался проблемный фрагмент, начавший поглощать ресурсы сайта.

Для поиска таких мест были созданы разные инструменты профилирования. Этим термином называют всестороннее измерение нагрузки, оказываемой исследуемым скриптом на сервер сайта. Например, для языка PHP наиболее известными профилировщиками кода являются следующие: Blackfire, Xdebug Profiler, Tideways, XHProf/XGHui.

Но что если вам важнее не разноплановый функционал популярных инструментов, сколько возможность в один щелчок побыстрее выполнить основную функцию: замерить нагрузку сразу по всем задействованным файлам CMS и понятно визуализировать результат.

Для решения подобной узкой задачи я разработал очень простой бесплатный профилировщик PHP. Так сказать, студийную версию профайлера, то есть урезанную до объёма, достаточного вебмастеру при работе над проектами в студии. И делюсь этим скриптом с сообществом. Кому интересно, прошу под кат.

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At least two killed in Toronto street festival shooting
Published: 2026-07-12 03:56:02 | Created: 2026-07-12 16:13:37
Police say there was an exchange of gunfire between two individuals at the festival, and two firearms had been recovered from the scene.
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Former Emir of Qatar Sheikh Hamad bin Khalifa Al Thani dies aged 74
Published: 2026-07-12 16:35:50 | Created: 2026-07-12 16:13:37
He took power in 1996 after staging a bloodless coup against his father, and went on to transform Qatar into the gas-rich power it is today.
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The City That Never Sleeps Suits Up to Play Late-Night Soccer
Published: 2026-07-12 16:54:44 | Created: 2026-07-12 16:08:38
A pilot program invites people to play soccer under the lights overnight for the duration of the World Cup. The fields have seen no shortage of action.
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Blanche Stares Down Confirmation Hurdle: Lingering G.O.P. Doubts
Published: 2026-07-12 19:32:19 | Created: 2026-07-12 16:08:38
Key Republicans on the Judiciary Committee could push for concessions from Todd Blanche, in line to be attorney general, though they did not appear in revolt.
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[Перевод] Как использовать GPT-5.6 Sol в Codex и не сжечь лимит
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-12 16:05:42 | Created: 2026-07-12 16:07:38

Какую модель выбрать из новой тройки GPT 5.6?

А какой ризонинг?

Стоит ли всегда использовать Ultra?

Ответы на эти и другие вопросы ждут вас под катом от автора, который успел уже сжечь $200 000 на новой модели GPT 5.6 Sol

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Это настоящие технологии древних. Вспоминаем социальные сети до эпохи монополии Telegram
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-12 16:05:59 | Created: 2026-07-12 16:07:38

Я не ошибусь, если скажу, что примерно с 2020 года культура вот такого активного «ведения» социальных сетей уступила сухому общению в мессенджерах у большинства людей, есть же такое?

Вспомните, раньше ведь как было: страничка во «ВКонтакте» с активной стенкой (которую Дуров отобрал, ага), в закладках Баш.орг, LiveJournal, а с телефона пиликает «Аська». И главное — никаких алгоритмов, которые знают нас лучше, чем мы сами себя.

Предлагаю сегодня вернуться назад и посмотреть на те штуки в интернете, которые раньше использовали все, но в наше время они буквально исчезли под гнетом времени.

Вспоминаем где сидели раньше
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TechCrunch Mobility: A robotaxi ultimatum
Published: 2026-07-12 16:07:00 | Created: 2026-07-12 16:07:37
Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, how AI is playing a part.
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Ryu claims second major of season at Evian Championship
Published: 2026-07-12 15:54:48 | Created: 2026-07-12 16:04:37
South Korea's Haeran Ryu says it feels like she was in an "unreal dream" after claiming her second major title in the space of two weeks by defeating Brooke Henderson in a play-off at the Evian Championship.
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Georgia teen charged in Apalachee High School shooting to appear in court for plea and sentencing
Feed: PBS News Hour - The Latest (https://www.pbs.org/newshour/feeds/rss/headlines)
Published: 2026-07-12 15:58:49 | Created: 2026-07-12 16:00:37
Colt Gray, 16, had pleaded not guilty to charges including murder in the shooting that killed two students and two teachers, and left several others wounded, at the high school northeast of Atlanta.
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Lindsey Graham, Influential GOP Senator, Dies at 71
Published: 2026-07-12 15:58:00 | Created: 2026-07-12 15:59:37
Plus, the scales tip in Ukraine, resistance to AI grows, and women hit “prime time” later in life.
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7/12: Sunday Morning
Published: 2026-07-12 14:30:00 | Created: 2026-07-12 15:56:37
Hosted by Tracy Smith. Featured: The only successful coup in U.S. history; Behind the scenes of "The Pitt"; Trump's monumental reimagining of Washington, D.C.; singer-songwriter Gracie Abrams; "Take Me Home, Country Roads"; and a Tuscany tradition: wine barrel races.
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What is the process for filling Lindsey Graham's vacancy in the Senate?
Published: 2026-07-12 18:14:00 | Created: 2026-07-12 15:56:37
Sen. Lindsey Graham was running for reelection in November when he died suddenly on Saturday.
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Rahm Emanuel weighs in on the future of the U.S.-Israel relationship
Published: 2026-07-12 15:54:39 | Created: 2026-07-12 15:55:37
Former White House chief of staff Rahm Emanuel joined "Face the Nation" to discuss his "plan that gets out of Israel being a pariah." He expanded on his proposed "23-state solution" including Israel, the Palestinians and Arab states.
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Есть ли у ИИ клиническое мышление — или он просто удачно угадывает
Feed: Все публикации подряд на Хабре (https://habr.com/ru/rss/articles/)
Published: 2026-07-12 15:52:57 | Created: 2026-07-12 15:54:38

Если вы обратитесь к врачу, например, с болью в груди, он не сможет прямо с порога назвать ваш диагноз. Сначала выслушает, задаст вопросы, составит список возможных вариантов и назначит анализы, чтобы поэтапно их проверить. Нейросетям же на ответ нужно несколько секунд, они звучат убедительно и почти всегда попадают в цель. Появляется соблазн — открыть ChatGPT и быстро выяснить, чем лучше лечиться. 

В 2026 году вышло несколько исследований, где ученые попытались разобраться, что стоит за этой уверенностью языковых моделей, и насколько можно доверять таким ответам. 

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