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Others derive purpose from specific kinds of responsibility.

People who had been working as station agents before their elevation were generally satisfied by their new roles. But supervisors who had previously worked as train drivers were noticeably less content: they felt their roles had less meaning when they no longer had direct responsibility for the well-being of passengers.

Firms need to think more creatively about career progression than promoting people into management jobs. IBM, for example, has a fellowship programme designed to give a handful of its most gifted technical employees their own form of recognition each year.

There is some logic here. Employees with a calling could well be more dedicated. But that doesn’t necessarily make them better at the job. And teams are likelier to perform well if they blend types of employees: visionaries to inspire, specialists to deliver and all those people who want to do a job well but not think about it at weekends. Like mayonnaise, the secret is in the mixture.

The speech might have been rambling and emotional but its motivation was clear. And it immediately created a quandary for many West-blamers and Putin-understanders. How would you square your belief in national sovereignty and the effective declaration by the Russian president that Ukraine shouldn’t have any?

On the left Russia stood as a flawed bulwark against imperialism, on the right against the supranational machinations of the New World Order (the EU, Nato, the UN, whatever).

I don’t call these western apologists for Putin traitors, or fifth columnists, or paid agents of Russia. They’re none of those things. I note that as of today, courtesy of Putin, these people all look foolish.

But if the Moscow autocrat follows through the logic of his own words, then things may get very difficult for us all. A price will be paid, economically certainly and possibly in something more precious.

It will be Putin’s doing but there will be an increasing number of voices raised blaming our own governments and institutions. Voices that must be heard but must be countered.

What we now know is that, by not taking them seriously — by laughing at their vulgarity and what we thought was a pitiable desperation to be part of our national life — we allowed them to appropriate our politics and business and judiciary, taking what they wanted. Far from being the ridiculous basement-diggers we thought they were, many of them knew exactly what they were doing, like KGB agents. Was it co-ordinated? The aim, we now know, wasn’t to be friends with us.

For a certain type of impoverished British toff the arrival of the oligarchs was a five-star orgasm. There is no way of overstating the sheer bristling excitement that greeted them as they brought over their cash. This is as much a story of British greed as it is of Russian: having been dismissed by people with bigger titles, or sneered at for not having serious money, minor toffs like Elliot, George Osborne, even Prince Andrew and Boris Johnson, could not believe they would finally be getting unlimited access to where they thought they belonged: private jets and luxury yachts.

After winning the 2017 national championship, Columbia, South Carolina's mayor named a street near the Colonial Life Arena 'Dawn Staley Way.' In January 2021, the university installed a statue of A'ja Wilson for her accomplishments with that championship team. Just nine months later, on October 15, 2021, the University of South Carolina Board of Trustees approved a seven-year, $22.4 million contract extension, making Staley the highest paid Black coach in women's basketball and one of the highest paid in the country.

Staley feels that South Carolina has grown the game and women's sport as a whole, especially when it comes to equal pay. She wants to see the rest of the country make the same commitment to women's basketball that South Carolina has. Staley believes the passion for women's basketball is already there; players, coaches and fans are all locked into the game, the only thing that's missing is investment.

For now, while she waits for others to invest in women's basketball, Staley invests in her players and helps them reach their own aspirations. The goals players set for themselves are far and beyond what Staley imagined at their age; she even heard one player say she wants to be a millionaire by the time she graduates college."I want them to get everything they can get out of the sport," she said. "I've introduced my entire team to agents all over the country so they can get their brands in order, so they can get the wealth that they deserve."

"I know my impact in Philly. I know my impact here in South Carolina. I'm beginning to find myself and my impact across the country because I hear it from other people," Staley said."So I choose people because of the impact they can make in their neighborhoods. If those neighborhoods can get fixed because of someone that came back and they're giving back and they're pouring into them, we're going to have better neighborhoods."

Growing up in the projects of North Philadelphia, Staley said she learned so many lessons and wouldn't trade her childhood for another in suburbia: "North Philly raised me, and I take it everywhere I go."Her mother, Estelle Staley, was a disciplinarian and Staley freely admits she was scared of her mom, but the way she raised Staley and her siblings was integral to all her accomplishments in basketball. As time goes on, Staley sees more and more of her mother in herself. She said she's her mother's child through and through, in the way she coaches, mentors and treats those around her.

"Honestly, I just want to be known as an odds-beater. Like just simply beat the odds because no one from North Philly -- no one from the projects in North Philly -- gave me a shot at any of this, like really none of this."I had a praying mother. She made sure we went to church, and all of this is divine intervention because you could not have dreamt of this happening to just one individual."

Such thinkers had a heyday a century ago, in the European wreckage of World War I: Julius Evola, the mad monk of Italian fascism; Charles Maurras, the reactionary French nationalist; Charles Coughlin, the American radio ranter; and even the author of a German book called “Mein Kampf.”

Putin has followed that counsel to the letter, and he must have felt things were going well when he saw window-smashing rioters in the corridors of the U.S. Congress, Britain’s Brexit from the European Union and Germany’s growing dependence on Russian natural gas.

Alas, a competing sea-based empire of corrupt, money-grubbing individualists, led by the United States and Britain, thwarted Russia’s destiny and brought “Eurasia” — his term for the future Russian empire — low.

In his magnum opus, “The Foundations of Geopolitics: The Geopolitical Future of Russia,” published in 1997, Dugin mapped out the game plan in detail. Russian agents should foment racial, religious and sectional divisions within the United States while promoting the United States’ isolationist factions. (Sound familiar?) In Great Britain, the psy-ops effort should focus on exacerbating historic rifts with Continental Europe and separatist movements in Scotland, Wales and Ireland. Western Europe, meanwhile, should be drawn in Russia’s direction by the lure of natural resources: oil, gas and food. NATO would collapse from within.

Dugin tells essentially the same story from a Russian point of view. Before modernity ruined everything, a spiritually motivated Russian people promised to unite Europe and Asia into one great empire, appropriately ruled by ethnic Russians.

Putin has turned to the pages of Dugin’s text in which he declared: “Ukraine as an independent state with certain territorial ambitions represents an enormous danger for all of Eurasia,” and “without resolving the Ukrainian problem, it is in general senseless to speak about continental politics.”

So what comes next, should Putin manage to “resolve” Russia’s “problem” in Ukraine? Dugin envisions a gradual dividing of Europe into zones of German and Russian influence, with Russia very much in charge thanks to its eventual stranglehold over Germany’s resource needs. As Great Britain crumbles and Russia picks up the pieces, the empire of Eurasia will ultimately stretch, in Dugin’s words, “from Dublin to Vladisvostok.”

according to Dugin, China, too, must fall. Russia’s ambitions in Asia will require “the territorial disintegration, splintering and the political and administrative partition of the [Chinese] state,” Dugin writes. Russia’s natural partner in the Far East, according to Dugin, is Japan.

Dugin’s 600-page doorstop can be boiled down to one idea: The wrong alliance won World War II. If only Hitler had not invaded Russia, Britain could have been broken. The United States would have remained at home, isolationist and divided, and Japan would have ruled the former China as Russia’s junior partner.

Whether North Korea has mastered the technology needed to send an intercontinental nuclear warhead into space and then guide it back through the earth’s atmosphere to its target is still unclear.

North Korea’s short-range ballistic missile program has made big advances.

When North Korea resumed missile tests in 2019 following the collapse of the Kim-Trump talks, the tests featured three new missiles that used solid fuel, military experts said.

The North has also stockpiled thousands of tons of chemical and biological​ weapons​ ​agents​ that it can deliver with its missiles​​.

he started receiving death threats. People said they wished he and his family had been killed by drug lords, told him that “sooner or later your punishment will arrive” and proposed that he be nailed into a coffin or run over by a cement roller.

Mr. Moreno, who grew up in Colombia, began working as a researcher in a computer science and robotics lab in Paris in 1983; the career that followed involved creating a start-up, meeting the Dalai Lama and being named a knight of the Légion d’Honneur. His work has won several awards and spanned many fields — automotive, medical, nuclear, military, even home goods.

Many of the recent threats have been directed at scientists studying Covid-19. In a survey of 321 such scientists who had given media interviews, the journal Nature found that 22 percent had received threats of physical or sexual violence and 15 percent had received death threats

Last year, an Austrian doctor who was a vocal supporter of vaccines and a repeated target of threats died by suicide.

increasingly, even professors and researchers without much of a public persona have faced intimidation from extremists and conspiracy theorists.

Around 2010, he started thinking about how technology could help create sustainable cities. Eventually, he refined his ideas about “human smart cities” and “living cities” into his 2016 proposal for 15-minute cities.

The idea owes much to its many predecessors: “neighborhood units” and “garden cities” in the early 1900s, the community-focused urban planning pioneered by the activist Jane Jacobs in the 1960s, even support for “new urbanism” and walkable cities in the 1990s. So-called low-traffic neighborhoods, or LTNs, have been set up in several British cities over the past few decades.

Critics of 15-minute cities have been outspoken, arguing that a concept developed in Europe may not translate well to highly segregated American cities. A Harvard economist wrote in a blog post for the London School of Economics and Political Science in 2021 that the concept was a “dead end” that would exacerbate “enormous inequalities in cities” by subdividing without connecting them.

Jordan Peterson, a Canadian psychologist with four million Twitter followers, suggested that 15-minute cities were “perhaps the worst imaginable perversion” of the idea of walkable neighborhoods. He linked to a post about the “Great Reset,” an economic recovery plan proposed by the World Economic Forum that has spawned hordes of rumors about a pandemic-fueled plot to destroy capitalism.

A member of Britain’s Parliament said that 15-minute cities were “an international socialist concept” that would “cost us our personal freedoms.” QAnon supporters said the derailment of a train carrying hazardous chemicals in Ohio was an intentional move meant to push rural residents into 15-minute cities.

“Conspiracy-mongers have built a complete story: climate denialism, Covid-19, anti-vax, 5G controlling the brains of citizens, and the 15-minute city for introducing a perimeter for day-to-day life,” Mr. Moreno said. “This storytelling is totally insane, totally irrational for us, but it makes sense for them.”

The multipronged conspiracy theory quickly became “turbocharged” after the Oxford protest, said Jennie King, head of climate research and policy at the Institute for Strategic Dialogue, a think tank that studies online platforms.

“You have this snowball effect of a policy, which in principle was only going to affect a small urban population, getting extrapolated and becoming this crucible where far-right groups, industry-sponsored lobbying groups, conspiracist movements, anti-lockdown groups and more saw an opportunity to insert their worldview into the mainstream and to piggyback on the news cycle,”

The vitriol currently directed at Mr. Moreno and researchers like him mirrors “the broader erosion of trust in experts and institutions,”

Modern conspiracy theorists and extremists turn the people they disagree with into scapegoats for a vast array of societal ills, blaming them personally for causing the high cost of living or various health crises and creating an “us-versus-them” environment, she said.

“I am not a politician, I am not a candidate for anything — as a researcher, my duty is to explore and deepen my ideas with scientific methodology,” he said. “It is totally unbelievable that we could receive a death threat just for working as scientists.”

At some point they will be able to, for example, suggest recipes for novel cyberattacks or biological attacks—all based on publicly available knowledge.

But as models become more sophisticated, this approach may prove insufficient. Some models are beginning to exhibit polymathic behavior: They appear to know more than just what is in their training data and can link concepts across fields, languages, and geographies.

We need to adopt new approaches to AI safety that track the complexity and innovation speed of the core models themselves.

What’s much harder to test for is what’s known as “capability overhang”—meaning not just the model’s current knowledge, but the derived knowledge it could potentially generate on its own.

Red teams have so far shown some promise in predicting models’ capabilities, but upcoming technologies could break our current approach to safety in AI. For one, “recursive self-improvement” is a feature that allows AI systems to collect data and get feedback on their own and incorporate it to update their own parameters, thus enabling the models to train themselves

This could result in, say, an AI that can build complex system applications (e.g., a simple search engine or a new game) from scratch. But, the full scope of the potential new capabilities that could be enabled by recursive self-improvement is not known.

Another example would be “multi-agent systems,” where multiple independent AI systems are able to coordinate with each other to build something new.

This so-called “combinatorial innovation,” where systems are merged to build something new, will be a threat simply because the number of combinations will quickly exceed the capacity of human oversight.

Short of pulling the plug on the computers doing this work, it will likely be very difficult to monitor such technologies once these breakthroughs occur

Current regulatory approaches are based on individual model size and training effort, and are based on passing increasingly rigorous tests, but these techniques will break down as the systems become orders of magnitude more powerful and potentially elusive

AI regulatory approaches will need to evolve to identify and govern the new emergent capabilities and the scaling of those capabilities.

But the AI Act has already fallen behind the frontier of innovation, as open-source AI models—which are largely exempt from the legislation—expand in scope and number

Europe has so far attempted the most ambitious regulatory regime with its AI Act,

both Biden’s order and Europe’s AI Act lack intrinsic mechanisms to rapidly adapt to an AI landscape that will continue to change quickly and often.

a gathering in Palo Alto organized by the Rand Corp. and the Carnegie Endowment for International Peace, where key technical leaders in AI converged on an idea: The best way to solve these problems is to create a new set of testing companies that will be incentivized to out-innovate each other—in short, a robust economy of testing

To check the most powerful AI systems, their testers will also themselves have to be powerful AI systems, precisely trained and refined to excel at the single task of identifying safety concerns and problem areas in the world’s most advanced models.

To be trustworthy and yet agile, these testing companies should be checked and certified by government regulators but developed and funded in the private market, with possible support by philanthropy organizations

The field is moving too quickly and the stakes are too high for exclusive reliance on typical government processes and timeframes.

One way this can unfold is for government regulators to require AI models exceeding a certain level of capability to be evaluated by government-certified private testing companies (from startups to university labs to nonprofit research organizations), with model builders paying for this testing and certification so as to meet safety requirements.

As AI models proliferate, growing demand for testing would create a big enough market. Testing companies could specialize in certifying submitted models across different safety regimes, such as the ability to self-proliferate, create new bio or cyber weapons, or manipulate or deceive their human creators

Much ink has been spilled over presumed threats of AI. Advanced AI systems could end up misaligned with human values and interests, able to cause chaos and catastrophe either deliberately or (often) despite efforts to make them safe. And as they advance, the threats we face today will only expand as new systems learn to self-improve, collaborate and potentially resist human oversight.

If we can bring about an ecosystem of nimble, sophisticated, independent testing companies who continuously develop and improve their skill evaluating AI testing, we can help bring about a future in which society benefits from the incredible power of AI tools while maintaining meaningful safeguards against destructive outcomes.