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Israeli Defense Minister Accuses Lebanon Army of Negligence, Dials Up Threats

A week before the Israeli elections, their assorted offensive wars are becoming a particularly important issue, and high ranking figures are attaching themselves to various hawkish narratives, particularly as related to the ongoing invasion and occupation of southern Lebanon. Defense Minister Israel Katz has been at the fore in this regard. Last week he threatened […]
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Sisi Announces Plans to Step Down as President of Egypt in 2030

Egyptian President Abdel Fattah el-Sisi, who came to power after a 2013 coup, said on Saturday he will step down in 2030.

The post Sisi Announces Plans to Step Down as President of Egypt in 2030 appeared first on Breitbart.

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In Egypt, the government has seized a newsroom

On September 30, I walked out of a three-hour medical appointment to dozens of missed calls. They were from colleagues: the entire newsroom of Matsadaash, an independent fact-checking platform, had been arrested. Six journalists, five of them trainees in their early twenties, all picked up in less than 24 hours.

I didn’t know any of them. It didn’t matter. An entire newsroom taken in a day, then disappeared: that was enough. I don’t need to know someone to stand with them. If they are journalists arrested for doing their job, I am with them.

For five days, no one knew where they were. Their families and lawyers filed 18 complaints in that time, according to the Egyptian Initiative for Personal Rights (EIPR), which represents them. The Interior Ministry called Matsadaash an unlicensed, foreign-run page, and linked it to the Muslim Brotherhood, which Egypt designated a terrorist organization in 2013. The Matsadaash founder, Abdelrahman Mansour, denies any affiliation.

When the six journalists were finally produced before state security prosecutors, some, according to their lawyers, said they had been blindfolded, bound, stripped, beaten and given electric shocks. State prosecutors said forensic examinations found no injuries. The journalists were charged with joining and financing a terrorist group, reporting fake news and using social media to spread it. On October 13, their pretrial detention was extended for another 15 days. Their salaries, which EIPR and the Egyptian Journalists Syndicate say were paid under employment contracts filed with Egyptian banks, were described, in the prosecution’s words, as “monthly funding in foreign currencies.”

Over three days, each of the six journalists was interrogated for nearly 30 hours. According to EIPR, not one was confronted with a single report they had written that could be called false. Instead, the prosecution’s own statement accused them of “highlighting shortcomings — and nothing else — in state institutions,” belittling officials and amplifying people’s grievances.

But that is precisely our job. It is what we sign up for as journalists — to ask questions of those in power. On October 4, another colleague was summoned for questioning; thankfully, she was released the same day.

Word spread the way it does now, through social media posts, journalists’ pages and a knot of phone calls I can no longer untangle. Colleagues were gathering at the Journalists Syndicate every day. So I went too. The Syndicate is a union with a long history of standing up for us, and I joined my colleagues there in solidarity with those who had been detained. Not everyone could come every day, but there was always someone — on some days just four, on others more than 20. 

Even our older colleagues, in their 60s, 70s and 80s, showed up. Ustaz Mohamed Abdel Kouddous, who once headed the Syndicate’s freedoms committee, is recovering from an accident and could not be there in person, but he was with us through his voice and his written messages. For as long as I can remember, he has been there for every struggle: at Al-Ahram, arguably Egypt’s most prominent daily newspaper; and at the Syndicate, with his megaphone, firing us up. He and I don’t share the same politics, but it has never mattered. 

In 2008, on the day of a nationwide strike, plainclothes officers dragged him from his car in broad daylight and held him until nightfall. He asked the Syndicate to demand an investigation, though he expected nothing to come of it. “We do what we need to do,” he said then. It could be the motto of our sit-in today.

Many of us feel embarrassed to eat or to have a cup of tea, not knowing whether our colleagues inside have the same luxury. When I kiss my girls goodnight, I feel ashamed that my colleagues in jail cannot do the same.

Illustration: Anna Jibladze, using images by Lina El Wardani and Getty Images

I keep thinking about how we got here.

Under Egypt’s former president Hosni Mubarak, the red lines were clear. You did not touch the head of state, his wife and his sons, or a certain institution (the military). But everything else was fair game. We knocked ourselves out writing about poverty and corruption, labor rights and children’s rights, domestic violence, sexual harassment and female genital mutilation. 

Then came 2011, and a revolution unlike any other. In Tahrir Square, we rejected violence, and our chant was “selmeya, selmeya” (peaceful, peaceful).

When we brought Mubarak down, he didn’t flee like the Tunisian “strongman” Zine al-Abidine Ben, and we didn’t lynch him like Muammar Gaddafi in Libya. We put Mubarak on trial, in a courtroom. It was dignified. It was the revolution of the dreamers.

In those few years, Egyptian journalists lived with freedoms we had never known. But dreamers are not politicians.

We had lived for decades with no politics: no real political parties, no real elections, no way to learn how power works. So when the door was opened, we didn’t know how to build what we had dreamed of. People kept asking, “What is the alternative?” We had the dream, but not the tools.

What followed our revolution was the opposite of what we fought for: restrictions on a scale we had never seen. The red lines blurred and multiplied, until no one knew where they were anymore. The story of our country, of our revolution and of our journalism is the same story. We are not organized. We are not politicized. But we dare to dream.

Today, at least 25 journalists are behind bars in Egypt, says the Committee to Protect Journalists, almost all of them in pretrial detention. That period is technically limited to two years, but prosecutors file new charges and renew detentions. Some, like the photojournalist Hamdy al-Zaeem, have spent a decade in and out of detention without a single conviction. My colleague Haidar Kandil was taken in June, after documenting arrests of Egypt’s Shia minority.

On the evening of October 14, the lobby of the Syndicate’s headquarters in downtown Cairo was filled with banners and cartoons. Three colleagues and I sat down to write letters to our jailed colleagues: 26 names in total. We fussed over how to organize the letters: how to arrange the names, whether the envelopes should be open or closed, which color went with which name. Colleagues with beautiful handwriting wrote each name in calligraphy. Then we realized we couldn’t spend the whole evening rearranging the deckchairs. At some point, we had to start writing.

But our minds were blank. What could we say? “Why are you inside, and why are we free?” “We feel guilty that we are free and you are paying the price. Maybe we should have paid it instead.”

Of the 26, the only one I have worked with is Haidar. He had a good eye for a story. Like most of the young journalists I work with, he needed guidance, but he was always responsive to edits, to make changes and turn in better copy. We spoke on the phone and exchanged emails and texts, but we had never met. I only know his face from photos online, and here I am pinning his photo on the noticeboard in the syndicate with a #FreeThemAll banner. 

In the end, all I wrote was: “I miss you, Haidar. I hope to see you soon. Hang in there. Love, Lina.”

Whenever I feel small, I remind myself that this Syndicate has always fought the good fight. That same evening, the veteran journalist Medhat El-Zahed told us how, during the 1989 Iron and Steel workers’ strike, he and his leftist colleagues were arrested and tortured. The Syndicate’s head at the time, Makram Mohamed Ahmed, was close to the authorities. Still, he protested over the treatment of journalists and visited them in prison.

Today, for the first time, the head of our Syndicate is one of us. Khaled El-Balshy is a dreamer. Eman Ouf, who heads the freedoms committee, is one of us too. The Syndicate has pledged to defend all six Matsadaash journalists. It has asked the Attorney General to investigate the abuse allegations. Its statement chose every word with care, stressing its commitment to the law and to the country’s higher interests, and asked only that our colleagues be released on the Syndicate’s guarantee, or any other, given their young age. It was the most modest of requests. Even that was too much for some.

The tide is so high, and we are so low. 

After more than two weeks, we have suspended the sit-in. We are not leaving the Syndicate, and we are not giving up. In our statement, we promised to keep standing with our colleagues through other events, because the battle for press freedom “needs a long breath.”

On October 18, eight independent news outlets from Egypt, Lebanon, Tunisia and Syria, among them Mada Masr and Al-Manassa, announced a joint newsroom to fact-check “Egypt Forum 2026,” the government’s “achievements conference.” The summit runs from October 19 through to October 24 – six days for six journalists. The eight newsrooms have united under the slogan: “Until they return, the fact-checking continues.” The dreamers are learning to organize.

We journalists and dreamers, like those of us who gather in the Syndicate, are stubborn. Many are behind bars of some kind: real ones, imaginary ones, or the bars of a censored internet. But we always walk towards the light. Journalism is how we live and breathe. If we don’t fight for it now, there will be nothing left to fight for tomorrow. No profession, no dignity, and no Syndicate.

This story was published in collaboration with Egab.

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The post In Egypt, the government has seized a newsroom appeared first on Coda Story.

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Egypt collaborates with Israel to build ‘Green Rafah’ project over erased Palestinian city

The Cradle | October 19, 2026

Egyptian construction firms coordinated with Israel on a US-backed “Green Rafah” project aimed at “housing” tens of thousands of Palestinians in the city that was eradicated by Tel Aviv’s genocide, sources told Middle East Eye (MEE) on 19 October.

“Egyptian construction firms surveyed sites in the ruins of the southern Gaza Strip for a housing project dubbed ‘Green Rafah’ … Egyptian engineers surveyed several areas in eastern Rafah under the supervision of the Israeli army and air force, who accompanied them throughout the process until they left,” sources said, including a senior military source in the North Sinai.

According to the report, “the proposed neighborhood would initially house around 20,000 Palestinians.”

It would be “supervised” by “a multinational force expected to be deployed in several parts of the Gaza Strip.”

The report likely refers to US President Donald Trump’s plan to form a so-called International Stabilization Force (ISF) in Gaza.

The report states that surveying of sites for “Green Rafah” is under full US backing.

“Washington conveyed instructions on the Rafah operations through CIA director John Ratcliffe during his latest visit to Egypt,” says the senior military source cited by MEE.

Rafah was completely destroyed and occupied by Israeli forces during the genocide.

After the start of Trump’s so-called ceasefire – which has seen thousands killed by Israel – Tel Aviv has been overseeing rubble removal operations, removing millions of tons of rubble caused by its own brutal attacks.

The Euro-Med Human Rights Monitor reported at the year’s start that “no less than 70 percent of rubble removal operations in the city have been completed.”

“Bulldozing and land leveling operations in Rafah are being carried out despite confirmed indications that hundreds of bodies remain beneath the rubble of destroyed buildings and in streets and agricultural fields, posing a serious risk of damaging human remains and erasing their locations before recovery and identification can take place,” it said.

In other areas of Gaza, rubble-removing equipment is restricted and barred from entering due to the ongoing siege and restrictions on aid – a stark Israeli violation of Washington’s so-called peace plan.

In Rafah, US-backed rubble-clearing operations come as part of a plan to build a “humanitarian city” over the ruins of the city.

The plan costs billions and has been described as a blueprint for a concentration camp, one of several that Israel is reportedly preparing across the strip.

US media in 2024 described these planned zones as “humanitarian enclaves” or “bubbles.”

According to much newer Israeli media reporting, Washington’s Board of Peace in Gaza is planning to transfer Palestinians into so-called “humanitarian shelters,” in order to “disconnect” the strip’s population “from Hamas” while Israeli forces solidify and expand their occupation,

Meanwhile, Israeli forces are completing a massive trench aimed at partitioning Gaza and expanding the occupation there.

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Math's 'romantic era' is over, UCLA prodigy says

MOUNTAIN VIEW, CA - DECEMBER 03: Mathematician Terence Tao attends the 2018 Breakthrough Prize at NASA Ames Research Center on December 3, 2017 in Mountain View, California.  (Photo by Jesse Grant/Getty Images)
Terence Tao, a UCLA math professor who earned a doctorate at age 20, said that math is entering a new, less "heroic" age.

Jesse Grant/Getty Images

  • Terence Tao, now a UCLA professor, earned his doctorate in mathematics at 20.
  • The prodigy said his work is changing in the age of AI.
  • With AI tools doing the legwork, math is no longer "heroic," Tao said.

AI is upending mathematics. For one top professor, the issue is just as spiritual as it is practical.

Terence Tao, a renowned professor at UCLA, said in a recent podcast appearance that the "romantic era" of math is over, thanks to AI tools capable of solving hundreds of problems with some simple prompting.

Now, he said, even leading scholars like him are reduced to sorting through reams of AI-generated proofs, instead of doing the "heroic" solving themselves.

"We are moving to an industrial era where math will become much more large-scale," Tao said in an interview this week on Numberphile, a YouTube channel dedicated to math.

"We are entering an era where exciting new things are possible, but some things are being lost," he added.

OpenAI began its brusque push into the field by solving the Navier-Stokes equation in early September, one of math's millennium problems.

The revelation that AI had cracked it caused consternation from many a math geek. Some mathematicians also expressed frustration that while the AI model might have solved the problem, it didn't show its work, leaving them with the less celebratory task of verifying it.

Then, earlier this month, OpenAI said it cracked another 700 outstanding problems. A math professor at New York University told CNBC that the company's release had derailed work by early-career mathematicians.

"We've had whole research programs wiped out on Tuesday by their dump," the professor, Tristan Buckmaster, said at the time.

In a separate brouhaha in September, OpenAI backed out of a sponsorship for a so-called AI "mathathon" — an event organized by undergraduates at Caltech, where participants were encouraged to use AI to solve equations — after complaints from a group of more senior academics.

Event organizers told Business Insider at the time that their professors were sorely out of touch with the field's trajectory.

"We look to the future, and we don't even know if there's going to be grad school open positions by the time we get to Ph.D," one organizer, Caiman Moreno-Earle, said.

Though OpenAI has said it is taking steps to ensure human academics retain their role in this new era, some researchers and professors are already forecasting their possible obsolescence.

Tao isn't as much of a doomer as some of his colleagues in the field. However, he did say in the interview that the stories math nerds tell themselves may not mean so much in the future.

"We have these sort of mythological stories," he said in reference to the tale of Sir Andrew Wiles, who famously spent seven years isolated in his attic solving a single difficult equation.

"There was something romantic about sort of the heroic age," Tao said.

Read the original article on Business Insider

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Turkey Introduces Electric Armored Personnel Carrier into Military Service: Weighs 15 Tons with a Range of Up to 650 km

The E-ZPT, an electric armored personnel carrier (APC) developed at military facilities under Turkey’s Ministry of National Defense, has entered service with the country’s army, the Ministry announced. The manufacturer—the Machinery and Chemical Industry Corporation (MKE)—has delivered three E-ZPT units to the Land Forces. The project envisions a total of 50 such vehicles entering service, […]

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UAE and Saudi Arabia move toward renewed coordination against Sanaa

Al Mayadeen | October 18, 2026

The United Arab Emirates has reportedly agreed to resume funding selected forces in southern Yemen fighting the Yemeni Armed Forces, while Saudi Arabia has agreed to provide air cover for those forces, according to sources in Yemen.

The reported arrangement signals a possible thaw in relations between Riyadh and Abu Dhabi after months of disagreement over the scope of each other’s political influence in Yemen.

The renewed coordination comes as the Yemeni Armed Forces continues to make gains and Saudi Arabia faces repeated drone and missile attacks targeting its territory, airports, and energy infrastructure.

Gulf rivals reconsider their positions

Southern forces, particularly the Giant Brigades, were previously trained and funded by the UAE and are considered among the more effective formations in the fragmented coalition opposing the YAF. Abu Dhabi withdrew its involvement in Yemen in January, cutting off financial support to forces it had backed, following pressure from Saudi Arabia.

The reported agreement suggests that advances by the YAF are prompting rival Gulf powers to reconsider their differences. However, neither Saudi Arabia nor the UAE has responded to a recent demand by southern separatists for an independence referendum that would restore the borders in place between 1967 and 1990, when Yemen was divided into two states.

The Southern Transitional Council (STC) has also yet to agree to deploy its forces beyond the boundaries of the former South Yemen. Saudi approval of a referendum could potentially remove that restriction, although no such agreement has been announced.

Attacks on Aden intensify pressure

The Aden government announced a counteroffensive last week aimed at retaking Sanaa. The campaign achieved limited gains around Majzar near Marib and the Bab al-Mandab Strait, but was met with a sizeable retaliation by Sanaa’s forces.

On Friday, two missiles struck Aden airport; Information Minister Moammar Al-Eryani said the missiles landed about 500 meters from the Yemenia Airways aircraft and roughly 100 meters from the runway’s midpoint. No casualties were reported.

The attack followed a strike on a presidential palace in Aden that killed at least five people and wounded 16, further underscoring the risks facing the Gulf-backed south.

Relations between the STC and Riyadh remain strained. STC leader Aidarous al-Zubaidi fled to Abu Dhabi in January after an unsuccessful attempt by the council to assert control across southern Yemen and announce a referendum on independence within two years.

Saudi Arabia subsequently bombed UAE arms shipments intended for STC forces. Abu Dhabi then announced its withdrawal from Yemen, while the Saudi-backed government said it would seek to prosecute Zubaidi for treason.

Egypt and UK face decisions over military support

Regional involvement is also expanding beyond the Gulf rivals. Egyptian President Abdel Fattah el-Sisi has called for an emergency parliamentary session to authorize possible military action to “defend” Saudi Arabia if requested, while emphasizing that Egypt would not undertake offensive operations.

Sanaa’s Parliament Speaker Yahya Ali al-Ra’i warned Egypt against a potential involvement in the Saudi military aggression against Yemen, urging Cairo not to allow itself to be drawn into a confrontation that serves Riyadh’s policies.

In an urgent letter to Egyptian Parliament Speaker Hisham Badawi, al-Ra’i expressed serious concern that developments could lead to Egyptian military participation alongside Saudi Arabia, stressing that such a move would contradict Egypt’s historical role in defending Arab causes.

In the UK, discussions continue over a Saudi request for additional military assistance. London has deployed an RAF Voyager aerial refueling aircraft, but some Arab officials are pressing for further support.

The prospect of deeper British involvement raises legal concerns. In 2019, the UK Court of Appeal ruled that the government had acted unlawfully in granting arms export licenses during the previous Saudi bombing campaign in Yemen in 2015–2016. The Campaign Against Arms Trade argued that officials had failed to properly assess potential violations of international humanitarian law, prompting revisions to export licensing procedures.

Sanaa’s resistance against Saudi aggression followed a brutal, years-long siege that caused one of the worst famines in modern history. The Ansar Allah government has made clear that their fight against Saudi Arabia will not cease so long as Riyadh continues to escalate it even further. 

The Yemeni Armed Forces forces have remained firm in their resistance under the banner of a military equation: blockade for blockade and escalation for escalation. 

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El colosal reto de evaluar a los universitarios en la era de la IA: ¿prohibirla o usarla como aliada?

Mucho ha llovido en la prestigiosa Universidad de Brown (Estados Unidos) desde que su catedrático Roberto Serrano denunciase en este diario en junio un fraude masivo con inteligencia artificial (IA) en uno de sus exámenes, sin que el decanato reaccionase. La noticia fue replicada por los principales medios ―hasta la revista Nature le pidió un artículo―, Serrano ha recibido “cientos” de cartas de apoyo y la persona que estaba al frente del Comité del Código Académico ha sido cesada. Pero lo que más conmueve al eminente economista español es que cree que sus alumnos han aprendido la lección.

Seguir leyendo

Roberto Serrano posa para una foto, en Naples, Florida, en junio 2026.

© CreativaImages (GETTY IMAGES)

Ilustración de un estudiante aprendiendo de un robot.
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There was 'no sex' at this reality-show-style incubator for founders — but the drama was juicy

Founder teams anxiously waiting for the leaderboard to update at 9 a.m.
Founder teams anxiously wait for the leaderboard to update at 9 a.m. at a reality-style incubator in rural Pennsylvania.

Truman Dickerson

  • There was only one thing on the minds of the founders at this reality-show-style startup incubator.
  • It wasn't sex.
  • Founder teams had two weeks to become profitable, and potent social media was paramount.

At 9 p.m. on a recent Friday night, Max Harding had just returned from a barefoot run in the woods.

The eccentric 20-year-old Californian was back in a large barn in rural Pennsylvania — still barefoot — alternatively working on his startup and asking me about the point of life.

Though not an especially adept programmer, Harding possesses a more adroit, perhaps unteachable skill that has never been more valuable in the current landscape of founder culture.

"Max captures the attention of the camera, keeps us center stage," said his cofounder, Skyler Ji, who added that Harding's role includes "spreading our philosophy" while he runs the operation behind the scenes.

"Max brings some of the grander things," Ji told me. The pair's startup, Hivemind Research, aims to build "digital brains" in the form of social media.

Harding and Ji were among 66 mostly young, mostly imaginative startup founders taking part in a two-week "incubator" workshop called Launchpad.

The novel event was hosted by Stan, the company behind a moderately successful platform for independent creators to advertise and sell their services. At the last meetup Stan organized, startup founders jet-skied the East River at golden hour.

At the incubator event, the entirety of which was filmed for use in a reality show that Stan plans to release sometime soon (though it is uploading Instagram clips daily), magnetic personalities were among the most valuable commodities.

Max Harding (left) with his startup team at the launchpad event.
Max Harding (left) with his startup team at the launchpad event.

Max Harding

Stan cofounder Vitalii Dodonov told me that the 30 participating teams were chosen from a pool of 700 applicants, primarily for their existing social media followings and their ability to grow them.

"It's not the building that gets you to revenue, it's the distribution," he said of today's startup culture.

Of the many metrics competing teams were required to meet daily (10 sales calls, for example), social media videos were among the most heavily weighted.

Everywhere I looked, people were talking about their companies into phones attached to tripods. Their products ran the gamut of usefulness — ranging from an AI facial scanner that tracks acne to an AI app that connects parents with babysitters.

Startup founders filming social media content while having dinner.
Startup founders film social media content while having dinner.

Truman Dickerson

Dodonov and John Hu, Stan's other cofounder, were trailed at all times by multi-person film crews, who glared should you emit an ill-timed sound while the cameras rolled. (The Velcro rip of my messenger bag earned me some leers.)

Even outfits were choreographed. On the advice of the camera crews, Hu wore a "cream" colored getup while Dodonov donned a "charcoal" number to emphasize what was described to me as the "yin and yang" paradigm between the two.

I spent about 16 cumulative hours at the event over two days earlier this month, at Stan's invitation. I ate meals with the founders, did a 7:30 a.m. cold plunge in the on-site lake alongside a Danish guy selling an AI to-do list, and commiserated with the startup founders who routinely pulled all-nighters to hit their metrics.

Yours truly, soon before jumping into a freezing lake at 7:30 a.m.
Yours truly, soon before jumping into a freezing lake at 7:30 a.m. The visible mist is fog, not steam, in case you're wondering.

Truman Dickerson

Here's what I learned from the experience.

Reality TV meets hackathon

The event was billed as a sort of reality-TV-style game show-slash-incubator in the vein of hits like "Love Island" and "Squid Game."

As in those shows, founder teams at Launchpad were subject to firepit eliminations, discreet alliances, and competitive drama under the ever-watchful lenses of dozens of expensive cameras.

Except instead of a bunch of promiscuous co-eds doing risque challenges on a tropical island somewhere, contestants at Launchpad were mostly tech geeks with an unhealthy number of hours notched building software on their MacBooks.

"There's no sex," laughed Jacob Snarr, a 24-year-old from Philadelphia. "Nobody here is thinking about that."

Snarr and his cofounder, RJ McLaughlin, built a web browser game that lets friends debate their tastes and preferences, from their favorite foods to other everyday questions. The pair enlisted me as a product tester one morning, and we debated the merits of empanadas in the chilly barn.

McLaughlin and Snarr were in second place on the leaderboard when I talked to them on Saturday morning — saving them from elimination.

Rey Mendoza, who at 41 was one of the oldest founders in the competition, had already been eliminated. When I spoke with him, he was fighting for a chance at redemption. He showed me his sleep tracker for the six days. He hadn't slept more than six hours a night.

Stan cofounder John Hu explains marketing to Rey Mendoza, a 42-year-old Canadian with a startup for production management.
Stan cofounder John Hu explains marketing to Rey Mendoza during a closed-door meeting.

Truman Dickerson

"Here, you're just fucking building, like 24/7," Mendoza, fatigued, said reverently.

Event organizers added a number of less-intense, more fun-oriented events to the schedule, which were largely ignored by teams scrambling to upload more videos to social media.

A "Mario Kart" meetup in a room adjoining the cafeteria was attended by precisely nobody. Two TVs showed the game's start screen, while maybe a dozen people sat at tables squinting at laptops.

It's hard to imagine binge-watching some 60 sweatshirt-clad nerds drearily prompting chatbots to refine source code for yet another quirky AI startup. After all, everyone and their cousin is vibe coding their way into progressively nicher business models these days.

In 2025, a record number of business applications — about 5.7 million — were submitted by Americans, according to census data. However, the number of businesses the government estimates will be successful enough to require employees actually declined.

Those kinds of numbers mean it takes more to stand out. In our interview, Hu pointed at my phone and said I could use AI tools to start three or four businesses today — but, of course, they likely wouldn't be profitable.

That, Hu said, is where the founders' personalities are supposed to come in, together with a bit of manufactured drama and endless streams of social media content.

In the first challenge of the event, held on the first day, for example, teams were required to submit one social media video for public review around the firepit. Then, in front of everyone, Hu tore into them.

"I was very honest," he said of one particular "roast" that produced tears from the submitters. "I was like, 'Guys, would anyone ever watch this? No. The answer is no, because of the quality — you never have a shot."

The moment would certainly make for good television. It also, Hu told me, mimicked the real-life struggle inherent in starting a company in a saturated market.

"They're going through the true ups and downs of a true cofounder relationship and a startup experience," he said of the team that was subjected to his roast, who were initially so dejected they discussed "breaking up."

Overall, most of the teams I talked to said they enjoyed the ramshackle experience of trying to make a company profitable in two weeks. At the very least, it was all happening in a picturesque setting.

Vitalii Dodonov posing at the retreat spot.
Vitalii Dodonov poses at the retreat spot.

Truman Dickerson

A $3 million investment

Stan spared no expense to pull off the event.

It was held at a luxury, 400-acre villa two hours north of New York City that has in the past hosted retreats for high-flying companies like J.P. Morgan, whose executives, according to one staff member at the retreat at least, are keen for employees to embrace buzzwords like "team-building" and "company culture" among the illusion of rustic calm far from Manhattan.

We were in the sticks of eastern Pennsylvania — so deep in the woods, in fact, that cell service was nonexistent. There was fiber-optic internet, however, and the setting, though far-flung, could hardly be called rustic.

A squadron of golf carts staffed by the venue's seasonal workforce, many of whom were from Ireland or Australia, patrolled the grounds.

I was personally given the cellphone number of one such seasonal worker and encouraged to notify her anytime I wanted to go anywhere, at which point she would materialize with the golf cart.

Dodonov told me that Stan spent a combined $3 million renting the place for two weeks, booking camera crews, and making other necessary arrangements to host the founders, some of whom had traveled from as far away as Spain and Denmark.

For a company whose cofounder told Business Insider this year that it has an annual recurring revenue of "nearly $41 million," that's a significant sum.

"It's a very expensive experiment," Dodonov said. He said that, in his view, the return on investment is to see if "the playbook works" — the playbook being his and Hu's belief that building a successful company requires, perhaps above all, promoting yourself on social media.

"Anyone can systematically establish and build support through the power of content," Dodonov said.

Read the original article on Business Insider
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A cidade de Ribeirão das Neves oscila entre Lula e Flávio

A aposentada Elizabete Oliveira Gregório, 72, é eleitora de Lula (PT) desde a primeira vez em que o ex-metalúrgico se candidatou à Presidência, em 1989. Nascida numa pequena cidade do Paraná, ela diz que teve contato com os ideais do atual presidente quando se mudou para Guarulhos, em São Paulo.

“Meu esposo sempre falava muito que ele era trabalhador, uma pessoa pobre igual todo mundo”, ela conta, admitindo que, apesar de não entender muito de política à época, repetiu o voto do marido, nesta e nas eleições seguintes, acreditando na confiança que ele depositava no sindicalista.

Elizabete mora em Ribeirão das Neves, na região metropolitana de Belo Horizonte, desde a década de 1990. Com 330 mil habitantes, a periférica cidade é um dos dez maiores colégios eleitorais de Minas Gerais e tem se destacado, nos últimos anos, como um município-chave para observar as idas e vindas da polarização hoje corrente no país.

Antigo reduto petista que deu ampla vantagem a Lula e a Dilma Rousseff (PT) nas eleições de 2002 a 2014, Ribeirão das Neves tem apresentado um movimento de gangorra em relação aos últimos posicionamentos políticos da maioria de seus habitantes e seguido, à risca, o cenário das eleições nacionais.

Jair Bolsonaro (PL) venceu por lá em 2018, eleito em segundo turno com 59,59% dos votos válidos, e Lula retomou a dianteira do PT em 2022, por uma estreita margem de 50,63%. No primeiro turno deste ano, a cidade escolheu Flávio Bolsonaro (PL), que marcou 46,53% dos votos válidos, ante 43,93% de Lula.

Elizabete, que é evangélica, diz nunca ter mudado de opinião. Ela guarda a lembrança da primeira vez que foi ao banco, para fazer um empréstimo e adquirir um cartão de crédito, conquista que dedica à gestão do petista. “Eu creio que, se ele ganhasse agora, seria bom como foi das outras vezes”, diz.

Eleitores mudam de posição e criticam governos

Lula também foi o candidato escolhido em 2022 por Marcelo Augusto, 23. Ele é comerciante numa loja de roupas e atualmente faz curso de barbeiro. “Foi meu pior arrependimento. O cara não fez nada”, ele diz.

No primeiro turno das eleições deste ano, votou em Flávio, escolha que pretende manter para o segundo. “Não é que ele seja meu candidato favorito, mas eu acho melhor dar uma chance pra ele, que está chegando agora, do que deixar o PT, que não fez nada nesses 20 anos de governo”, explica, citando ainda a repercussão dos escândalos do mensalão e do Banco Master.

Marcelo acredita que a polarização política na cidade se dá porque muitas pessoas não sabem por que votam, e cita o próprio exemplo -ele diz que votou no Lula no último pleito por influência da mãe, que vê no petista um bom presidente.

“Eu acredito que muitas pessoas não estudam e não procuram saber em quem estão votando, e vão muito na onda dos outros”, ele diz, definindo-se hoje como uma pessoa de extrema direita.

Ele justifica a posição afirmando ser contra algumas bandeiras que entende serem defendidas pela esquerda, como a questão do aborto e pautas relacionadas à defesa da diversidade de gênero e orientação sexual.

Marcelo também é crítico à PEC do fim da escala 6×1, promulgada nesta sexta-feira (16) após aprovação por ampla maioria na Câmara e no Senado. “Um descanso a mais sim, mas eu sou a favor do poder de compra. Não adianta a pessoa ter um dia de folga e não ter condições de comprar nada”, afirma.

Na sua opinião, um eventual governo Flávio tem chance de ser melhor do que a gestão de seu pai, Jair. “Tomara, porque, se também não for, daqui a quatro anos, eu voto em outra pessoa. Eu sou desse jeito.”

Ele assume a vontade de entrar para a política no futuro e diz que suas principais bandeiras seriam o combate à corrupção e à criminalidade.

A escolha por Flávio é a mesma da freelancer Cynthia Miriam, 45, que afirma nunca ter votado no PT. “O governo Bolsonaro parece que deixou o Brasil com dinheiro no cofre, né? Quem sabe não acontece o mesmo?”, diz.

Abstenção e votos nulos refletem insatisfação

Já Lael Chaves, 32, se considera uma pessoa de centro e disse que não votou em ninguém no primeiro turno, decisão que ele afirma manter para o segundo. “Como uma forma de protesto”, explica.

Ele trabalha com sua bicicleta como entregador de uma plataforma de delivery, e conversou brevemente com a reportagem em uma pausa entre pedidos.

“Entra político, sai político e o país está sempre pior”, ele afirma. “A inflação está sempre aumentando e o poder de compra do brasileiro diminuindo, seja nas gestões de esquerda ou de direita.”

Ele considera que as propostas de ambos os presidenciáveis funcionam como fachada para que os candidatos defendam interesses pessoais. “Eu sou contra a classe política atual, não tem ninguém que me represente”, diz, citando Lula, Flávio Bolsonaro e Renan Santos (Missão), que ficou em quarto lugar no primeiro turno.

A justificativa se assemelha às razões da estudante de direito Tainá dos Santos, 22, para votar nulo em todos os cargos eletivos, do Executivo e do Legislativo, desde que esteve apta a participar do processo, aos 16 anos.

“Tem essa opinião das minhas colegas, sempre falando comigo da importância da política e do voto feminino, mas, apesar de me importar com questões feministas, eu nunca quis escolher alguém e nunca me dei esse trabalho”, ela conta. “É uma opinião normal, a minha.”

Ela questiona como o seu voto, 1 entre os 158,7 milhões de eleitores brasileiros, poderia influenciar a porcentagem alcançada pelos candidatos em primeiro turno. “Será que o meu voto mudaria alguma coisa? Eu cheguei à conclusão de que não e pretendo continuar assim, votando nulo.”

Ela conta que a sua família é bastante ligada às questões políticas. “Aqueles votantes doentes, sabe?”, ela diz, contudo, afirmando não saber se eles pendem mais para o PT ou o PL.

“Nunca quis participar dessas conversas, que sempre acabam em discussão. Não gosto de violência e dessas trocas que são muito invasivas”, diz a estudante.

Apoiadores de Lula defendem reeleição

Estudantes realizam ato a favor da reeleição de Lula | Foto: Reprodução

Outros estudantes realizaram um ato a favor da reeleição de Lula na noite de quinta-feira (15) e passaram a tarde no centro comercial da cidade convocando público para a manifestação.

A artista e assistente social Nádia Nascimento, 37, era uma das que estavam panfletando e balançando a bandeira do petista numa das principais vias do município, confiante na virada do atual presidente. “Estou hoje aqui, no meu dia de folga, porque acredito na democracia.”

Ela afirma que a direita desconstruiu Ribeirão das Neves, cidade que, na sua avaliação, funciona por meio de políticas públicas para a população. Segundo Nádia, isso ocorre desde a eleição do prefeito Junynho Martins, então pelo PSC, em 2016. Ele foi reeleito pelo DEM em 2020. Hoje, a cidade é governada por Túlio Raposo (PP).

“Nessas eleições, acho que Neves infelizmente deu uma mancada. A população que votou na direita foi um pouco ingrata”, ela diz.

Neste ano, 45.450 pessoas deixaram de votar no primeiro turno na cidade, o que representa uma taxa de abstenção de 20,79%. Os votos em branco somaram 3,05% do eleitorado, enquanto 3,58% anularam o voto.

Eleitor ainda não decidiu voto no segundo turno

Nei de Lima, 43, não revelou o voto no pleito deste ano, mas diz que votou em Bolsonaro em 2018 e em Lula nas eleições de 2022, escolha que reverbera a maioria conquistada pelos candidatos na cidade nos respectivos pleitos.

“Votei no Bolsonaro porque achei que ia ter uma mudança, o PT já estava no controle do país há alguns anos”, conta o motorista de aplicativo. “Como não teve uma mudança significativa, votei no Lula de novo na última eleição.”

Neste segundo turno, ele ainda não sabe em quem vai votar. Do último governo Lula, diz estar insatisfeito com o valor do salário mínimo e com as altas taxas de feminicídio, que no primeiro trimestre deste ano atingiram um novo patamar recorde. “Dá pra melhorar nesses quesitos”, ele opina.

Na sua opinião, Flávio poderia representar uma mudança frente ao que já está posto. “Mas se essa mudança vai ser pra melhor a gente só vai ver depois.” (Gabriel Araújo/FOLHAPRESS)

The post A cidade de Ribeirão das Neves oscila entre Lula e Flávio appeared first on Diário da Manhã - O Jornal do leitor Inteligente.

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Could AI really kill us all?

By Katie FORSTER

Join us on Telegram, X, and VK.

Contact us: info@strategic-culture.su

STARK warnings from artificial intelligence researchers that advanced forms of the technology could wipe out humanity have raised questions over whether governments are moving fast enough to regulate it.

What are the potential dangers of “superintelligent” computer systems, and should we be worried?

AI experts have long described the threat as critical.

In 2023, hundreds of AI scientists and industry figures, including the heads of top US labs, signed a “statement on AI extinction risk” calling for the issue to be treated as seriously as pandemics or nuclear war.

If an out-of-control future AI deems that humans are obstructing its goals, it could use robots to “synthesise and spread novel pathogens”, said Stuart Russell, computer science professor at the University of California, Berkeley.

Or it could “convince people to initiate nuclear war, including by hacking into early warning systems”, Russell, a prominent voice on AI safety, said.

Such existential fears do not concern current AI systems, he said. But as the technology improves, it could take lethal action beyond our understanding, such as by removing oxygen from the atmosphere.

“We are less intelligent than superintelligent AI. If you ask chimpanzees how humans could wipe them out, they probably wouldn’t be able to give you all the right answers.”

In the meantime, “in the next year or two, I think the risk is higher from human misuse”, Russell added, such as an AI-enabled terror attack.

“The stakes are well-understood,” Jacob Coxon, a 27-year-old researcher, wrote on X last week, announcing his resignation from US AI startup Anthropic.

“But they are locked in a race to get there first,” he added, saying that Anthropic “believes no one else will act responsibly, so they must do it themselves”.

Anthropic this year removed a pledge from its safety charter to halt development of its models if it failed to control their risks.

It argued that if it unilaterally paused its work, its less cautious rivals would dominate the industry, making it less safe overall.

“The people building AI earnestly believe that it could kill us all by the end of the decade,” said Coxon, who previously worked at ChatGPT maker Open-AI.

He accused both companies of “gambling with our lives” as they strive to develop AI models capable of self-improvement.

Fears are heightened over rogue AI after OpenAI technology operating outside human supervision hacked into Hugging Face, a repository of AI models.

“We really do earnestly believe AI could kill all humans!” Anthropic safety executive Evan Hubinger chimed in on X, estimating the risk at more than 10 per cent over the next decade.

It’s important to remember that doom-laden percentage predictions are “absolutely unscientific”, said Hussein Abbass, a computing professor at UNSW Canberra.

“The situation is still controllable, and it can be managed,” Abbass said.

But governments should not sit on their hands when it comes to regulating AI, he added, urging an “agile” approach as AI development accelerates.

Both Anthropic and OpenAI are expected to go public soon, and some sceptics say scary warnings make AI appear powerful and worthy of large investments.

Others argue that focusing on the risk of extinction distracts from more pressing problems caused by AI, from job losses to machines discriminating against minorities.

In July, more than 1,000 tech employees, including Anthropic’s CEO, called on Washington to support a coordinated slowdown in the development of the most advanced AI systems.

OpenAI halted training of its latest models for two weeks in August before resuming it under tighter controls.

The United States has been firmly against global regulation of the sector that could stifle innovation.

But the hacking capabilities of the most cutting-edge models have given Washington pause, with recent Anthropic and OpenAI releases delayed over national security concerns.

Even then, “we don’t want to restrict them where all of a sudden we come in second to China”, President Donald Trump has said.

“Maybe it will take a massive, Chernobyl-scale disaster to get governments to act,” Russell said, urging them to establish a licensing regime for AI, as exists with aviation, medicine or water supply.

“Perhaps at some point governments will remember that their voters prefer not to be dead.”

Original article:  www.nst.com.my

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Sisi Calls Emergency Session to Authorize Egyptian Defense of Saudi Arabia

Illustrative image. (Egyptian Ministry of Defense)

Egyptian President Abdel Fattah El-Sisi on October 17 called for an emergency parliamentary session to authorize a possible Egyptian intervention to defend Saudi Arabia if requested by the kingdom.

“I call on parliament to convene an emergency session to authorize us to take action to intervene in defense of Saudi Arabia, if we are asked to do so,” El-Sisi said at a graduation ceremony for military academy and college cadets.

“This move and this defense require approval from the Egyptian parliament,” he noted, stressing that Egypt was not seeking to join the war against Yemen’s Houthis.

“I am not speaking about attacking or waging war. We are seeking only to defend,” the Egyptian president added.

Egypt is the latest country to publicly signal support for Saudi Arabia as the kingdom faces escalating missile and drone attacks by the Houthis, who control much of Yemen.

El-Sisi said Cairo would take the necessary measures to protect Saudi Arabia, adding that it was “absolutely unacceptable” for the kingdom’s security and stability to be undermined.

Saudi Arabia has secured defensive military support from Pakistan and Turkey through the Mecca Joint Defense Agreement, which the three countries agreed to activate on October 5. More recently, the kingdom also received defensive support from the United Kingdom and France.

The United States, for its part, has been providing more substantial military support to Saudi Arabia, including intelligence sharing, operational planning and assistance identifying Houthi targets, as well as weapons and air defense systems.

Still, Riyadh has so far failed to secure a publicly announced commitment from its allies to directly join its offensive against the Houthis inside Yemen.

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‘I cannot carry all of this alone’: the couples kept apart by the war in Gaza

Families have been scattered, fathers separated from their children, and couples unable to reunite and marry

Wijdan Abu Matar, 43, was forced to leave Gaza in November 2023 with her eight children for medical treatment, while her injured husband, Hatem, remained behind.

Wijdan and her family were living in the Nuseirat refugee camp when the Gaza war began with the 7 October 2023 Hamas attack on Israel. Ten days later, on 17 October that year, an Israeli strike hit the al-Muhandseen tower, near their home, injuring Wijdan and every member of her family.

Continue reading...

© Photograph: Mohammed Salem/The Guardian

© Photograph: Mohammed Salem/The Guardian

© Photograph: Mohammed Salem/The Guardian

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Cairo’s Admission and Burhan’s Silence: Sudanese Blood and Gold as the Price of a Seat of Power

Twice in four months, Egyptian warplanes have bombed Sudanese miners inside their own territory, and dozens of bodies have failed to draw from Abdel Fattah al-Burhan a stance worthy of his citizens’ blood. Cairo, for its part, justifies its military operations, while Port Sudan hides behind a fact-finding committee, a cable of condolences and talk of contact between the two leaderships, without daring to name the party accused of killing its citizens.

This is the scene before us: a state acting on the Sudanese border by force of arms, and an army commander who avoids naming the party accused of killing Sudanese, for fear of losing an ally whose approval seems to matter more to him than their lives. On the morning of 10 October 2026, the mining site at Jabal al-Uqaydat in the Shamal al-Wadi area inside Sudan turned into a killing field after it was struck by five consecutive airstrikes, according to the testimony of a survivor relayed by Agence France-Presse. Thousands of miners had been searching for gold in a land exhausted by war; some ended up under the rubble, while others fled to the mountains without water or supplies.

In a significant pinpointing of the site of the bombing, The New York Times, in its report published on 12 October 2026, stated that the targeted mine is located in Sudan’s Red Sea State, about 25 miles from the Egyptian border, or roughly 40 kilometres inside Sudanese territory. Al-Hurra, in its coverage of the June attack, had cited an estimate placing Jabal al-Uqaydat about 20 kilometres inside Sudan; the forty-kilometre distance is cited here as attributed to the American newspaper’s determination of the location of the October strike, which keeps the question of sovereignty and the protection of civilians at the heart of the matter.

Agence France-Presse relayed from survivors that thousands of miners were working at the site, and “Emergency Lawyers” counted 72 dead according to preliminary information, while witnesses told the BBC of more than 60 dead and about 150 wounded. Survivors told Sudan Tribune that the dead numbered at least 200, with more than 15,000 workers fleeing, while the Sudan Doctors Network recorded a preliminary toll of 13 dead and 28 wounded, warning that it could rise.

Cairo Justifies the Bombing While Burhan Avoids Naming the Perpetrator

The “Emergency Lawyers” organization accused the Egyptian air force of targeting civilian miners, considering the attack a violation of international law. When Reuters asked Egyptian security officials about the raid, they did not deny the operation but justified it as ending what they described as border chaos and preventing Egyptian and Sudanese groups from taking control of mining areas.

Two days later, the Egyptian military spokesman announced the continuation of the “third phase” of the campaign, noting that warning leaflets had been dropped on those he described as criminal elements. However, the statement placed the operations inside Egyptian territory and did not include an explicit acknowledgment of carrying out a raid inside Sudan or of the killing of the miners.

Thus Cairo has a military justification for bombing a Sudanese site, while Burhan’s authority is incapable of issuing an explicit condemnation of the party that human rights organizations accuse of killing its citizens. The irony is that the state that is supposed to demand the victims’ rights appeared more concerned about its relationship with Cairo than about naming the party responsible for their blood.

From June to October: The Victims Change, the Silence Remains

The October raid was preceded by a strike that targeted the area on 16 June 2026. Agence France-Presse reported 23 dead, while Sudanese platforms estimated the toll at around one hundred. According to the testimonies received, the operations extended to Jabal al-Uqaydat, the Red Mountain and the area around Souk al-Ansari, and included raids by warplanes and drones followed by a ground incursion. The organization “Darfur Victims Advocacy” relayed from witnesses that an Egyptian force of about sixty armed vehicles had surrounded the miners and detained civilians, some of whom were beaten.

In the days following the June attacks, Radio Dabanga reported the arrival of about two thousand deported miners via the Argeen crossing, according to a local activist, while the crossing’s director spoke of more than three thousand over the preceding days, and the Egyptian army announced the arrest of 223 people, including 136 foreigners. On 22 June, Burhan appeared in Al-Ratj to say, according to Al-Araby Al-Jadeed: “Our northern neighbor — people must respect it and not cross the borders so as not to cause problems for themselves and for the state.”

Sudanese had been waiting for their army’s commander to defend their blood, but they heard him urging them to respect the borders of the neighbor accused of bombing them. When the raid was repeated in October, the Sovereignty Council repeated the scene: condolences over the “painful incident,” a fact-finding committee, and an assurance that the two countries’ leaderships are in contact.

Burhan’s adviser, Amjad Farid, described the bombing as an unjustified and unacceptable crime, noting that border violations could be addressed without warplanes, but his position did not translate into an announced official protest or a clear path to accountability.

Sudan’s Gold: A Wealth Guarded by Force

Al-Uqaydat lies within the gold-rich Nubian Shield belt, and the Chatham House institute estimated that about 60% of gold production in the Northern, River Nile and Red Sea states is smuggled to Egypt, in quantities exceeding one hundred kilograms per day, and more than sixty tonnes since the outbreak of the war through the end of 2024.

By contrast, official gold exports to Egypt in 2024 did not exceed about 16 million dollars, roughly 1% of Sudan’s total gold exports, according to Central Bank of Sudan data cited in the Chatham House report.

Miners told Sudan Tribune that they had observed drilling machinery and trucks carrying rocks across the border into Egypt, and that an Egyptian patrol had previously warned them against approaching a site it said lies inside Egyptian territory. Al-Hurra relayed testimony about friction between workers and personnel of an Egyptian mining company operating near them.

Egyptian Law No. 193 of 2020 authorizes contracting with the Egyptian Company for Mining and the Management and Exploitation of Quarries and Salt Works, affiliated with the National Service Projects Organization, to exploit the quarries and salt works specified by the law for a period of thirty years, while the state-owned Shalateen Mineral Resources Company is active in the south of the Eastern Desert. The businessman Naguib Sawiris also praised the June operation and linked it to investors’ confidence in the Egyptian mining sector.

In the same month, Egypt’s Ministry of Petroleum denied statements attributed to its minister about agreements to establish 108 gold mines in northern Sudan, but the researcher Mohamed al-Hadi considered it likely that the attacks are linked to undisclosed understandings with the Sudanese government, a hypothesis that calls for an independent investigation.

Burhan: When the Ally Becomes More Precious Than the Citizen

The website Al-Hurra relayed from a miner that a group of pro-government joint forces withdrew from the mountain a day before the June raid, and that the Sudanese army did not arrive to evacuate the wounded and collect the bodies until the third day. The testimony raised workers’ suspicions about possible coordination between the two governments, without establishing that it took place.

But Burhan’s silence does not need those suspicions to be proven in order to become a matter of political accountability. Cairo supports the commander of the Sudanese army and considers the war on its borders a threat to its security. Agence France-Presse has verified satellite images showing the repeated presence of Turkish Bayraktar drones at an Egyptian base near Sudan, while reports spoke of facilitating the delivery of drones to the Sudanese army and training its crews inside Egypt, alongside broader military and intelligence cooperation.

An analysis published by the Horn Review in June held that the army’s silence over the raids is linked to Egyptian support for it.

Yet this relationship does not absolve Burhan of responsibility; it multiplies it. Whoever relies on another state’s support in his war cannot make the protection of his citizens a negotiable item, and his need for weapons and political backing must not become an immunity he grants to Cairo at the expense of Sudanese blood.

Sovereignty Tested With the Blood of the Poor

The raids reopen the wound of Halayeb and Shalateen, the disputed triangle under Egyptian control. Sudanese administrative maps confirm that the targeted mining sites lie inside Sudan, while Cairo treats them as part of the border area adjoining the triangle.

Human rights, political and trade union forces have called for an independent international investigation, and the “Sumud” alliance led by Abdalla Hamdok held the Egyptian side directly responsible.

Today, Egypt is required to answer for the bombing and the fall of civilians, not merely to classify them as criminal elements and offer security justifications, and Burhan is required to announce the results of the investigation, determine responsibility, demand compensation and accountability, and take the necessary diplomatic and legal measures.

As for settling for condolences, it is not a defense of sovereignty; it is a declaration that the alliance with Cairo is more precious to the authorities than the Sudanese people’s right to life and justice. At Jabal al-Uqaydat the bill is clear and admits no doubt: the gold crosses the border, the dead remain under the rubble, and Burhan guards his silence.

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This new theory on how AI ‘thinks’ could impact whether it kills us all

An illustration of motor neuron synapsing with skeletan muscle cells.
AI neurons and their connections are easier to understand than we thought, according to a researcher's new findings.

: Sergi Reboredo/VW Pics/Universal Images Group via Getty Images

  • AI researchers don't really know how the models they are building "think."
  • They know what goes into them and what comes out, but that's about it.
  • A new theory may change that, allowing safety researchers to prevent them from going off the rails.

How AI models think may be easier to decipher than we thought.

An independent researcher who formerly worked at OpenAI published a report on Thursday that some in the AI world are describing as a bombshell. It could have implications as safety researchers scramble to get the jump on AI models that may not have humanity's best interests in mind.

Previously, the prevailing wisdom was that AI "neurons," which, like those in a human brain, light up when an AI model encounters specific stimuli, were ultimately uninterpretable — meaning, basically, that there was no way to guess why a specific neuron would fire when an AI model was exposed to, say, a picture of a cat.

Those building AI models at places like OpenAI and Anthropic don't write instructions for everything a model does. Instead, they train neurons to respond to information and influence one another. As the AI learns, it develops its own ways of processing that information, and humans have not yet cracked the code of how it works.

That means those building AI models know what goes into the AI and what comes out, but not necessarily what happens in between. So if an AI goes rogue, they don't always know why.

The author of the new report, however, says he may have discovered patterns in how the neurons react to stimuli that make sense. Nick Cammarata, who said he left OpenAI in 2023, said AI neural networks are knowable, so long as you look carefully.

In one example, he says that a single AI neuron might react to both a cat and the front of a car. Humans would see those as two very different things, and different neurons would fire as a result. The AI, however, sees something related, perhaps the triangle shape of the two, and a single neuron fires for both.

For years, AI researchers had assumed that AI models packed unrelated things into a single neuron to save space.

"Almost the entire network is interpretable if we look closely enough," Cammarata wrote.

The findings, though undeniably dense, couched in polysyllabic jargon, and still theoretical, could have real-world implications for researchers trying to ensure humans maintain control over AI models.

Understanding how AI thinks is a principal concern for the best and brightest at frontier AI companies. Until recently, they've largely done this by tracking an AI's self-reported "thinking," called chain-of-thought reasoning.

Jakub Pachocki, OpenAI's chief scientist, however, warned in a blog post last month that AI agents could now obfuscate their visible reasoning, leaving open the possibility that an agent could lie to its human minders and the minders wouldn't be able to tell.

"With improved pretraining performance, we also see the models become much smarter even without using verbalized reasoning at all," Pachocki said.

Now, Cammarata's research could give human engineers a new understanding of the AI's internal world — and that's exciting for those worried AI could kill us all.

"I had long since given up on reaching any real level of interpretability before superintelligence arrived," Andrew Curran, a prominent AI analyst, said on X. "I stopped writing about it because of how demoralizing it was. Hard to overstate how big this may be."

Read the original article on Business Insider

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New Structures Have Been Discovered in Ancient Arsinoe, the Greek City that the Egyptian “Philadelphus” Queen Named after Herself in Aetolia

Ancient geographers listed many cities called Arsinoe, from Cyprus to Cilicia (in what is now southern Turkey), from Ephesus to the Gulf of Suez. Most of them were linked to the Ptolemies, the dynasty that ruled Egypt after the death of Alexander the Great. One, however, lies far from the Nile. It stood in the […]

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