
У статьи есть 1 часть: Стягивай куда нужно: Activation Steering Tutorial
Привет, друзья! В первой части мы разобрали базовую идею steering-а и реализовали её тремя способами: через сырые PyTorch hooks, через nnsight и через pyvene. Сработала ли наша база? Да — мы это видели. Нормально ли? Нет — и это мы тоже видели: вектор оказался инвертирован, эффект был умеренным, а на некоторых промптах не было его и вовсе. Что с этим делать и как это сделать на питоне — и есть тема второй части.
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Читать далееWe try to teach our children to follow the rules. Now an American president has chosen the opposite tack
I’m rooting for the US as we take on Belgium today in Seattle for a place in the World Cup quarterfinals.
But the game isn’t what it was – before Trump asked the Fifa president, Gianni Infantino, to review the suspension of the US’s top scorer, striker Folarin Balogun, who got a red card in a match against Bosnia and Herzegovina and would otherwise have been suspended from Monday’s match.
Continue reading...European governing body’s dramatic move could have major implications for the future of the sport
Perhaps the only globally renowned figure who has been more conspicuous by his absence at this World Cup tournament than Donald Trump is the Uefa president, Aleksander Ceferin, although both men have more than made up for their silence over the past 24 hours.
By endorsing a statement in which Uefa accused Fifa of crossing “a red line” in making the “incomprehensible and unjustifiable” decision to lift the USA striker Folarin Balogun’s suspension for the last-16 tie with Belgium on Monday, Ceferin has effectively put European football on a war footing with the world governing body, a dramatic move that could have major implications for the future of the sport.
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The Democratic candidate for Senate in Maine said he was assessing next steps after allegations of sexual assault were reported on Monday by Politico. Platner denied them as "categorically untrue."
(Image credit: Laura Brett)
Andrea Shaw and husband appeared on RFK Jr-linked podcast after deaths in May last year of 18-month-olds
An Idaho mother who said her 18-month-old twins died last year after receiving three vaccines has been charged with murder in their deaths, officials said last week.
Andrea Shaw, 23, was indicted on two counts of first-degree murder in the deaths of her toddlers, Tyson and Dallas, who were found dead in a shared bed on 1 May last year.
Continue reading...Andrea Shaw and husband appeared on RFK Jr-linked podcast after deaths in May last year of 18-month-olds
An Idaho mother who said her 18-month-old twins died last year after receiving three vaccines has been charged with murder in their deaths, officials said last week.
Andrea Shaw, 23, was indicted on two counts of first-degree murder in the deaths of her toddlers, Tyson and Dallas, who were found dead in a shared bed on 1 May last year.
Continue reading...British-born vocalist competed on The X-Factor before joining the girl groups Paradiso Girls and G.R.L.
Lauren Bennett, member of the girl group G.R.L. and featured artist on LMFAO’s global smash hit Party Rock Anthem, has died at the age of 37.
“It is with great sadness that we share the passing of our beloved Lauren,” the group wrote on their Instagram page. “Our hearts are broken, and we cannot begin to express how much she meant to us.” A cause of death was not specified.
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President Donald Trump on Monday rang the opening bell of the New York Stock Exchange and Nasdaq to mark the first trading day of the newly-launched “Trump Accounts” for children.
"With the ringing of the opening bell for the stock market, those accounts will now begin to grow right along with our booming economy, and I really believe we’re going to have the biggest boom of all,” Trump said, as he rang the bell remotely from the Oval Office.
“Between individual contributions and the seed funds, $800 million in new capital will be invested in the stock market for America's children this week,” he added.
Trump was joined in the Oval Office by Michael and Susan Dell, who committed $6.25 billion towards funding the program last year.
The highly-anticipated initiative, officially launched on July 4 as part of America's 250th celebrations, will see eligible newborns receive an account with a one-time $1,000 government-funded payment.
U.S. Treasury Secretary Scott Bessent said the families of 6 million children have already signed up, with 1.4 million of those qualifying for the seed money.
With American families curious as to how they might benefit from the Trump Accounts, here’s what you need to know:
According to government legislation, Trump Accounts are a new form of a traditional investment retirement account (IRA) that have been created for the benefit of children, with special rules applying.
Once opened, an eligible account will automatically receive a one-time, tax-free $1,000 contribution from the federal government. The funds, plus any further contributions, will be automatically invested in an index fund that tracks the S&P 500, which itself tracks the performance of the top 500 U.S. companies trading on the stock market.
Contributions to Trump Accounts will be invested into the State Street SPDR Portfolio S&P 500 ETF, according to the Treasury. This will remain as the default index for funds to be invested in over the coming months, but the Treasury said that it expects to make other investment options available for parents and guardians in the near future.
The accounts are listed in the child’s name, with parents acting as the sole custodian until the child is 18.
Funds within an account cannot be accessed until the child turns 18, when they can then be withdrawn for qualified expenses such as education or the purchase of a first home.
The Trump Administration has confirmed that it will allow philanthropist contributions towards the program through public company stock. Contributors can transfer stock to the Treasury, which will then invest the funds into accounts in line with the donator’s guidelines.
“By accepting contributions of publicly traded stock, [the] Treasury is creating a practical pathway for large-scale private giving to support the next generation,” said Bessent on July 2.
Babies that are U.S. citizens born between Jan. 1, 2025, and Dec. 31, 2028 are eligible to receive the one-time government seed contribution of $1,000 in their account. This timeframe falls within Trump’s second term in office.
In order to set up a Trump Account for eligible children, parents or guardians must submit an IRS Form 4547. This can be done via the Trump Accounts app, when filing taxes, or through the IRS website, Individual Online Accounts.
A maximum of $5,000 overall can be contributed to each account annually from parents, other family and friends, and the employers of parents and guardians. Most contributions will be taxed, but employers can provide up to $2,500 a year, tax-free (per employee, not per child). State and local governments can also make tax-free contributions.
Companies including Goldman Sachs, BlackRock, and Nasdaq, have pledged to match the federal seed contribution of $1,000 for eligible accounts of children of employees.
Semi-conductor manufacturer Micron has also announced an employee matching benefit for contributions up to $1,000 per child under 18. Additionally, Micron said it will provide a community benefit of a one-time $250 seed deposit for children with Trump Accounts where the company operates in Idaho, New York, Virginia, California, Colorado, Minnesota, and Texas.
“This massive investment will help millions of American children and families get a strong start in life, and give them real financial security,” said Trump in response to the contribution. “My policies are working, and working ‘big.’”
Without any investment beyond the initial $1,000, the Administration estimates a Trump Account account would be valued at $6,000 when the child turns 18, based on historical S&P 500 averages. With the maximum annual contribution of $5,000, accounts could see a value of up to $271,000 after 18 years.
“Trump Accounts level the playing field by allowing every parent to invest in their children’s future, not just wealthy families with trust funds,” a Treasury spokesperson told TIME on Monday.
Experts have, however, raised concerns that the initiative could disproportionately benefit well-off Americans.
“The program may be open to every child, but its benefits will flow overwhelmingly to families with the means to contribute thousands of dollars a year,” argued Stanford economists Neale Mahoney and Adam Shaw in an article for TIME. "What could have been a leveling tool instead risks becoming a widening wedge between the haves and the have-nots."
Older children born before Jan. 1, 2025, will not be eligible for the one-off $1,000 government payment, but can still open up a Trump Account.
To qualify, the child must be a U.S. citizen with a Social Security number, and the account must be opened before the end of the year in which the child reaches the age of 18.
Children under the age of 10 may also benefit from contributions offered by high-profile philanthropists.
In December 2025, the Dells pledged $6.25 billion for the accounts, giving an additional $250 to the first 25 million accounts registered for children aged 10 and under, living in ZIP codes with a median household income of under $150,000 annually.
Ray Dalio, investor and the founder of Bridgewater Associates, and his wife Barbara also committed to providing $250 to 300,000 children under 10 in Connecticut who live in ZIP codes where the median income is less than $150,000.
British-born vocalist competed on The X-Factor before joining the girl groups Paradiso Girls and G.R.L.
Lauren Bennett, member of the girl group G.R.L. and featured artist on LMFAO’s global smash hit Party Rock Anthem, has died at the age of 37.
“It is with great sadness that we share the passing of our beloved Lauren,” the group wrote on their Instagram page. “Our hearts are broken, and we cannot begin to express how much she meant to us.” A cause of death was not specified.
Continue reading...Karlovy Vary film festival
Writer-director Mads Mengel’s film about a seaside christening disrupted by a previously shunned relative is shot in the spirit of Dogme 95
Danish actor Trine Dyrholm gives a magnetic performance with all guns blazing in this intensely painful, uncomfortable but also sometimes uncomfortably funny film from writer-director Mads Mengel; it is about a dysfunctional family and is shot in a freewheeling handheld style with lots of looming extreme closeups, a film in the spirit of Thomas Vinterberg’s Dogme 95 classic Festen.
Karl (Simon Bennebjerg) and Emilie (Mette Klakstein) are a young Danish couple with a new baby, and have just arrived at a hip seaside hotel where they are hosting a secular-humanist christening “naming ceremony“ for a large crowd of relatives, one of whom has actually brought along a guitar to perform a song for the infant - a rather Richard Curtis touch. Karl’s sister (Josephine Park) is there, and so are Emilie’s parents (Petrine Agger and Peter Gantzler). The one person who isn’t is Karl’s formidable, emotionally volatile mother Vibeke (played by Dyrholm) who has bipolar disorder and has already been sectioned once.
Continue reading...New report details slew of ventures between private equity and non-profits and calls for greater government oversight
A watchdog group is calling for greater government oversight of joint ventures between private equity firms and non-profit healthcare providers, arguing that the arrangements could present “risks” to “patients, payers and employees”.
In a new report, Private Equity Stakeholder Project (PESP), a vocal critic of the industry, detailed more than 500 joint ventures between private equity and non-profit healthcare providers – ranging from rural hospitals to major religiously affiliated health systems to hospice care providers. The group argued those risks could include extraction of profit and a decline in quality of care.
Continue reading...Bees respond to tasty treats or plain water based on context, a study that may provide support for establishing insect sentience shows
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When bumblebees taste something good, they reach out their glossa – or insect tongue – for a while afterwards, almost as if they are licking their lips. And when they don’t like something, the insects will shake their heads and wipe their mouths.
Scientists who captured the miniature facial expressions on slow-motion video say the behaviour is consistent with “liking” and “disliking” responses observed in mammals. Their results have been published in the journal Proceedings of the National Academy of Sciences.
Continue reading...Ståle Solbakken’s side have played with smiles on their faces – and none more so than the talismanic striker
Erling Haaland saves his best content for Snapchat. Norway’s No 9, fresh off another decisive double to dispatch Brazil from the World Cup, posted clips overnight of what looked like a party on the team bus. Haaland was delirious, staggering around in the aisle, singing along to a largely forgotten summer tune by a French DJ called Kungs. “We are never going home,” runs the chorus.
Norway will go home at some point, maybe even on Saturday when they play England in a World Cup quarter-final in Miami. But there can be no doubt that the country, the team, the supporters and their superstar have been making the most of their time in the US. From the longboat rowing ceremony, to the accumulation of cowboy gear (T-shirt: “Y’all can kiss my Dallas”), to Haaland’s performative taking-it-all-in pose – hands on hips, eyes raised to the horizon, bemused smile – they’ve been loving every minute of it.
Continue reading...The city’s tourism board estimated 750,000 visitors would visit over the course of the World Cup
As Seattle’s month-long role as a host city for the Fifa Men’s World Cup draws to a close with a knockout match between the United States and Belgium, local match-day scenes, business boosters and media dispatches have projected an image of a sports-fueled boom town.
On match days, hordes of locals and visitors have packed the city’s waterfront and official watch parties, shattering public-transit records and buoying nearby beer sales. Local soccer-focused mainstays like the George & Dragon Pub have reported “incredible” increases in business. And, pointing to positive reporting by the Guardian and other international newspapers, Seattle’s business lobby says the city has “performed very, very well on the world stage”.
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Последние два года индустрия разработки меняется быстрее, чем за предыдущие двадцать лет. Почти каждую неделю появляются новые ИИ-модели, ИИ IDE и кодинг-агенты. Одни говорят, что это очередной пузырь. Другие уверены, что профессия программиста исчезнет уже через несколько лет.
За последние полгода мне довелось использовать AI практически во всех своих проектах. В какой-то момент я поймал себя на мысли, что почти перестал писать код руками. Именно тогда я задумался: действительно ли ИИ заменит программистов или мы просто неправильно понимаем, что именно сейчас происходит с нашей профессией?
Я скорее всего буду не первым кто тут размышляет на эту тему, но все же мне кажется что у меня есть что сказать и я бы хотел обсудить публично.
Все мы наблюдаем как меняется индустрия и что уже много вакансий в IT становятся не актуальными. Да многие говорят что это ИИ пузырь и он скоро лопнет, и мы придем и все исправим что написал ИИ. НО мне кажется это не так. Обратной дороги нет, мы вступаем на новую дорогу. Компании максимально ужимают бюджеты, наем junior программистов потерял совсем смысл. Череда сокращений уже прошла, и сейчас компании после первого бума ИИ пытаются понять как теперь строить команды и оптимизировать бюджеты. Но как мне кажется есть важная деталь, которую все упускают. И эта деталь звучит примерно так: ИИ это эффективный инструмент в руках квалифицированного программиста. И здесь речь идет не только о программировании, так же и дизайн и доставка кода, организация всех процессов.
Читать далееBees respond to tasty treats or plain water based on context, a study that may provide support for establishing insect sentience shows
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When bumblebees taste something good, they reach out their glossa – or insect tongue – for a while afterwards, almost as if they are licking their lips. And when they don’t like something, the insects will shake their heads and wipe their mouths.
Scientists who captured the miniature facial expressions on slow-motion video say the behaviour is consistent with “liking” and “disliking” responses observed in mammals. Their results have been published in the journal Proceedings of the National Academy of Sciences.
Continue reading...
Цивилизация... Какие у вас ассоциации с этим словом? А если написать его по-другому, например, на английском. Вот так - Civilization... Ядерный Ганди? Отче наш на Суахили? Сражения лучников против танков?
Лично у меня возникла несколько другая ассоциация - удобный интерфейс технологий... Вот это вот самое дерево технологий, когда ты чётко понимаешь, что и за чем тебе нужно изучить, чтобы прийти к конечной цели. Какие навыки идут за какими, что можно пока проигнорировать... Согласитесь - было бы удобно, если бы так же было бы и... например, с изучением кибербеза?
Так вот, я решил заморочиться и собрать свой роадмап. Да, я знаю, что существует много разных вариантов (привет и респект, Диме). Но у меня было своё видение)
И вот, на днях я закончил основной этап - его отрисовку! 2300 терминов из разных доменов ИБ, 11 готовых треков (пока сыроваты, но об этом ниже) и возможность создавать свои. Возможность сравнить свои навыки с "базовым минимумом" разных направлений и разные направления друг с другом... Короче, я попытался объять необъятное. Насколько получилось - судить вам)
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United States President Donald Trump on Sunday evening shared a social media post featuring Italian Prime Minister Giorgia Meloni, reopening a recent dispute between the two leaders ahead of this week’s NATO Summit in Turkey.
Trump posted an image on Truth Social that shows Meloni looking up at the American President, with the words “restraining order needed” printed across the top.
The Italian Prime Minister has not yet publicly responded to the post, but some of her top officials were openly dismissive on Monday.
Italian Foreign Minister Antonio Tajani told an Italian news channel, “We are convinced that transatlantic relations go far beyond individual statements.” Interior Minister Matteo Salvini told reporters he “won’t comment on these things anymore.” Guido Crosetto, the nation’s Defense Minister, said he “didn’t react at all” to Trump’s post and that he was more focused on maintaining Italy’s relationship with a “vital ally like the U.S.”
"People come and go, but relationships remain," he said.
The post rekindles tensions between the two leaders that have been simmering for months. While Meloni, who is up for reelection in 2027, was once considered a close ally of the American President—and was even dubbed “Europe’s Trump Whisperer”—but has distanced herself from him in recent months.
Read More: Trump and Italy’s Giorgia Meloni Feud Over Photo
Things escalated last month, when Trump told an Italian broadcaster that Meloni “begged” him to take a photo with her during the G7 Summit—and that he only agreed to do so because he “felt sorry” for her.
He went on to criticize Meloni in a Truth Social post, saying, “She is doing poorly in Italy with her level of popularity, possibly because she turned down the United States of America, a Country that truly loves and protects Italy, when it came to denying Iran from obtaining or developing a Nuclear Weapon.”
“She wouldn’t even let us use Italy’s landing strips or runways, a great logistical inconvenience, and this despite the fact the U.S. contributes hundreds of Billions of Dollars a year to protect Italy, and other ‘so-called’ NATO Allies,” he continued. “Now, after the United States defeated Iran militarily, she wants to be friends again in order to get her ‘numbers up.’ No thanks!!!”
Recent polling indicates that most Italians harbor negative feelings toward Trump and are concerned about the U.S.-Israel war in Iran.
Meloni fired back at Trump in a video she shared on X in June, saying that Trump’s comments “are completely fabricated” and that she was “stunned” by his behavior.
“I don’t know why the President of the United States behaves this way toward his own allies. After all, this isn’t the first time this has happened," she said. She did not specify what other instances she was referring to. Trump has previously lambasted leaders of other allied nations, including Canadian Prime Minister Mark Carney and Israeli Prime Minister Benjamin Netanyahu.
“There’s one thing he must remember: Italy and I do not beg,” Meloni continued in her video message last month.
Both Trump and Meloni are expected to travel to Ankara for the NATO Summit, which will take place July 7-8.
Parts of 2018’s Golden Generation still remain, but there are more than enough good players in this Belgian side to give the US headaches
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The whiff of unfulfilment lingers around Belgium. The Golden Generation – and the fact it never quite achieved what it might have done – has dominated coverage of their last three tournaments. This perhaps isn’t quite fair – either on those who were part of that group or those who have followed.
Beating Brazil in the quarter-final to reach the semi-final in Russia 2018 was a fine achievement, but that side featuring Vincent Kompany, Eden Hazard, Thibaut Courtois, Romelu Lukaku and Kevin De Bruyne then lost 1-0 to France in the semi. The squad was good enough to win a tournament, but that was as close as they came. Courtois, Lukaku, De Bruyne, Axel Witsel and the right-back Thomas Meunier have all endured since 2018. The 2026 Belgium squad is not, as 2022 felt, the Golden Generation redux, just a little bit older and a little bit more tired. A new wave is emerging and, while the likes of Leandro Trossard, Youri Tielemans, Jérémy Doku and Charles De Ketelaere may not have quite the star quality of the previous generation, they’re still decent players – perhaps not World Cup winners, but certainly not to be dismissed. And remember, this is Belgium, a country of just under 12 million; it’s not realistic to think it can consistently produce potential world champions.
This is an extract from Soccer Desk: World Cup edition, a newsletter from the Guardian US that will run regularly during the tournament. Subscribe for free here.
Continue reading...President Trump's grievances with several European governments over their refusal to join the U.S. war with Iran have cast a pall over the summit.