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“We have an outstanding mayor, who is committed to tackling climate change. She said the 15-minute city will be the backbone for creating a new urban plan. The last time Paris had a new urban plan was in 2000, so this road map will be relevant for the next 10 or 15 years at least,”

“I said to Hidalgo, the 15-minute city is not an urban traffic plan. The 15-minute city is a radical change of our life.”

He also thinks office should generally be closer to homes, as well as cultural venues, doctors, shops and other amenities. Shared spaces such as parks help the people living in the areas to form communities.

They have also often been segmented into wealthier and poorer areas; in the less prosperous area to the north-east of Paris, Moreno says up to 40% of homes are social housing. In the wealthier west of Paris, this drops below 5%.

“My idea is to break this triple segregation,” he says.

Moreno thinks this segregation leads to a poorer quality of life, one designed around outdated “masculine desires”, so his proposal is to mix this up, creating housing developments with a mixture of social, affordable and more expensive housing so different social strata can intermingle

He also wants to bring schools and children’s areas closer to work and home, so caregivers can more easily travel around and participate in societ

When many modern cities were designed, they were for men to work in. Their wives and family stayed in the suburbs, while the workers drove in. So they have been designed around the car, and segmented into different districts: the financial district (think Canary Wharf), the cultural area (for example, the West End) and then the suburbs

The city has also been regenerating the Clichy-Batignolles district in the less prosperous north-west of Paris to have a green, village-like feel. About a quarter of it is taken up by green space and a new park.“As a 15-minute district, it is incredible,” says Moreno. “It is beautiful, it has proximity, social mixing, 50% of the inhabitants live in social housing, 25% in middle class and 25% own their homes.”

Many of his proposals are dear to the culture of the French. In a large, wealthy metropolis such as Paris, it is easy for small shops to be choked out by large chains. The city of Paris, in its new plan, has put measures in to stop this.

“We have a commercial subsidiary of the city of Paris which has put €200m into managing retail areas in the city with rates below the speculative real estate market. This is specifically to rent to small shops, artisans, bakeries, bookstores.

This is not only a good investment because it creates a good economic model, but it keeps the culture of the city of Paris,”

This is in keeping with the 15-minute city plan as it keeps local shops close to housing, so people can stroll down from their apartment to pick up a fresh baguette from an independent baker. “It creates a more vibrant neighbourhood,” he adds.

Hidalgo inevitably faced a large backlash from the motorist lobby. Stroll down the banks of the Seine today in the new protected parks and outdoor bars, and it is hard to imagine that it was recently a traffic-choked highway

“The drivers were radically very noisy, saying that we wanted to attack their individual rights, their freedom. The motorist lobby said she cannot be elected without our support, that they are very powerful in France,” Moreno says. But Hidalgo called their bluff: “She often says ‘I was elected two times, with the opposition of the automotive lobby’. In 2024, nobody requests to open again the highway on the Seine, no one wants the Seine urban park to be open for cars.”

Moreno talks about the concept of a “giant metronome of the city” which causes people to rush around. He wants to slow this down, to allow people to reclaim their “useful time” back from commuting and travelling to shops and cultural areas.

“I bet for the next year, for the next decade, we will have this new transformation of corporation real estate,” he says. “Businesses are choosing multi-use areas with housing, schools, shops for their office space now. The time of the skyscrapers in the masculine design is finished.”

Israelis pursue happiness through family and community, by feeling rooted and having a sense of purpose. My son Yoni got married in Jerusalem midwar, while serving in the military reserves. He notes that “Israelis grow up with many outside influences, many adult role models, not just their parents. It starts with our large weddings, when you’re blessed to ‘build a faithful home in Israel.’ ”

Alexis de Tocqueville called families the backbone of healthy democracies. Family inculcates loyalty, commitment and self-sacrifice. Belonging to communities—extended families—teaches citizens to care about and cooperate with others.

Despite disagreeing passionately, Israelis live in an intimate society that runs on trust and generates hope. Israelis feel they’re never alone, and that their relatives and friends will never abandon them.

Living in what Zionism’s founder, Theodor Herzl, called Altneuland, old-new land, Israelis don’t count in days and decades but in millennia and eternity. They feel part of a bigger story, Jews’ historical saga reaching back 3,500 years.

The pain punctuating this story helps transcend passing traumas. Even as most Israelis experienced Hamas’s Oct. 7 killing spree as a Jewish event, powered by centuries of Jew-hatred, Israelis recall many redemptive moments too. Israelis’ favorite holidays, including Hanukkah, Passover, and Independence Day, re-enact this reassuring oppression-to-liberation arc.

Compare anti-Israel progressive students with their Israeli soldier peers. Many protesters are the avatars of America’s lost generation. Their pinched ideology deems the U.S. systemically racist and is intent on sorting everyone by “gender identity” and skin color. Rather than optimistically expand America’s economy for all, they pessimistically compete for reparations and indulgences—their “restorative justice” is often more vengeful than just.

These illiberal liberals trash traditional families, religion and America’s noble story of a flawed nation becoming “a more perfect union.” These campus commissars are among the unhappy Americans the surgeon general sees in the depths of loneliness and despair.

Israelis didn’t seek this war—but when attacked, they unleashed a patriotism, idealism, self-sacrifice and grit that today’s regressive progressives scorn. Israelis’ resilience, duty and love of life explain how this often polarized and besieged society remains such a happy place

Republican politicians, sensing momentum, called on other firms to follow suit.

“This was always cosmetic,” said Shivaram Rajgopal, a professor at Columbia Business School. “If signing a piece of paper was getting these companies into trouble, it’s no surprise they’re getting the hell out.

American asset managers have a fiduciary duty to act in the best interest of their clients, and the financial firms were worried that a new strategy by Climate Action 100+ could expose them to legal risks.

Since its founding in 2017, the group focused on getting publicly traded companies to increase how much information they shared about their emissions and identify climate-related risks to their businesses.

In addition to the risk that some clients might disapprove, and potentially sue, there were other concerns. Among them: that acting in concert to shape the behaviors of other companies could fall afoul of antitrust regulations.

The new plan called on asset-management firms to begin pressuring companies like Exxon Mobil and Walmart to adopt policies that could entail, for example, using fewer fossil fuels

last year, Climate Action 100+ said it would shift its focus toward getting companies to reduce emissions with what it called phase two of its strategy

BlackRock also said that one of its subsidiaries, BlackRock International, would continue to participate in the group — a tacit acknowledgment of the different regulatory environment in Europe. BlackRock also said it was initiating new features that would let clients choose if they wanted to pressure companies to reduce their emissions.

Pimco, another big asset manager, followed suit. “We have concluded that our Climate Action 100+ participation is no longer aligned with PIMCO’s approach to sustainability,” a firm spokesman said in a statement.

JPMorgan said it was pulling out of the group in recognition of the fact that, over the past few years, the firm had developed its own framework for engaging on climate risk

The fracturing of Climate Action 100+ was a victory for Representative Jim Jordan, Republican of Ohio, who has led a campaign against companies pursuing E.S.G. goals, shorthand for environmental, social and governance factors.

Embracing E.S.G. principles and speaking up on climate issues has become commonplace across corporate America in recent years. Chief executives warned about the dangers of climate change. Banks and asset managers formed alliances to phase out fossil fuels. Trillions of dollars were allocated for sustainable investing.

“Phase two is not that different,” she said. “It’s basically investors working with companies and saying: ‘OK, you’ve disclosed the risk. We just want to know how you’re going to address it.’ Because that’s what the investors want. How are you dealing with risk?”

Mindy Lubber, the chief executive of Ceres and a member of the steering committee of Climate Action 100+, disputed the notion that the new strategy represented a change from the focus on enhanced disclosure.

“The political cost has heightened, the legal risk has heightened,” he said. “That said, these corporations are not doing U-turns,” he added. “They continue to consider climate. That’s not going away. It’s adapting to the current environment.”

Aron Cramer, chief executive for BSR, a sustainable-business consultancy, said the Wall Street firms were responding to political pressure, but not abandoning their climate commitments altogether.

Several of the firms that backed out of Climate Action 100+ said they remained committed to the issue. JPMorgan said that it had a team of 40 people working on sustainable investing and that it believed “climate change continues to present material economic risks and opportunities to our clients.”

it is clear that its widespread adoption is a matter of when, not if. There is no debate that we are moving towards a world where “real life” and digital technology seamlessly blur

Over the years there have been multiple reports of people being harassed and even “raped” in the metaverse: an experience that feels scarily real because of how immersive virtual reality is. As the lines between real life and the digital world blur to a point that they are almost indistinguishable, will there be a meaningful difference between online assault and an attack in real life?

more broadly, spatial computing is going to alter what we consider reality

Researchers from Stanford and Michigan University recently undertook a study on the Vision Pro and other “passthrough” headsets (that’s the technical term for the feature which brings VR content into your real-world surrounding so you see what’s around you while using the device) and emerged with some stark warnings about how this tech might rewire our brains and “interfere with social connection”.

These headsets essentially give us all our private worlds and rewrite the idea of a shared reality. The cameras through which you see the world can edit your environment – you can walk to the shops wearing it, for example, and it might delete all the homeless people from your view and make the sky brighter.

“What we’re about to experience is, using these headsets in public, common ground disappears,”

“People will be in the same physical place, experiencing simultaneous, visually different versions of the world. We’re going to lose common ground.”

It’s not just the fact that our perception of reality might be altered that’s scary: it’s the fact that a small number of companies will have so much control over how we see the world. Think about how much influence big tech already has when it comes to content we see, and then multiply that a million times over. You think deepfakes are scary? Wait until they seem even more realistic.

We’re seeing a global rise of authoritarianism. If we’re not careful this sort of technology is going to massively accelerate it.

Being able to suck people into an alternate universe, numb them with entertainment, and dictate how they see reality? That’s an authoritarian’s dream. We’re entering an age where people can be mollified and manipulated like never before

Russian military doctrine states that Russia would use nuclear weapons in the event of attacks against key Russian assets or threats to the existence of the state, and experts believe Russia could use nuclear weapons first in a crisis to signal resolve.

Russia has seen how important space-based assets can be on the battlefield in Ukraine. Starlink, with its thousands of satellites orbiting Earth, provides Ukrainian forces with uninterrupted communication. The U.S. Department of Defense openly discusses its investments in large satellite constellations. Hundreds of satellites used for missile warning, intelligence and communications are seen as a way to be more resilient against a variety of growing space threats. Moscow would look for ways to target these large satellite constellations and to erode the advantage they provide.

Russia has been testing weapons that target space capabilities or using them on the battlefield in Ukraine. In November 2021, Moscow conducted an antisatellite test by launching a missile at one of its own defunct satellites. It has also employed systems designed to jam Starlink and GPS to degrade Ukraine’s communication systems, as well as the drones and munitions the country uses to defend itself. It is not surprising that Moscow would seek to develop a more powerful way to cause widespread damage to constellations of satellites.

But a nuclear detonation in space is indiscriminate. It would degrade or destroy any satellites in its path and within the same orbital region. It wouldn’t just affect U.S. satellites but also the aggressor’s own satellites, as well as an unknown number of satellites owned by the over 90 countries operating in space, and astronauts living on the International Space Station and Chinese space station

Russia, however, has less to lose: Its once vaunted space program is in decline, dinged by sanctions, and said it intends to withdraw from the International Space Station program after 2024. Moscow is now well behind China in its total number of operating on-orbit satellites.

Third, we need to be realistic about prospects for future arms control with Russia. Moscow has shown a disregard for its treaty commitments. Just last month, Moscow rejected attempts by the Biden administration to restart bilateral arms control talks. Rather than trying again, the administration should instead focus on strengthening deterrence by improving our own capabilities and building multilateral coalitions for responsible nuclear behavior

Finally, policymakers need to protect our intelligence sources and intelligence gathering methods

With Russian officials already demanding proof of what the United States knows, declassifying those sources and methods plays directly into Moscow’s hands and jeopardizes those channels for future intelligence collection.

Linker’s description of Bushnell’s options and actions is measured and not without some respect:

Damon hops off the bus at the same point I do: Bushnell displayed a tremendous amount of courage, yes. But this was mated to an absolute moral certainty.

Every society needs both, because that is how we conserve our achievements while still working toward a more perfect order.

[Bushnell’s] choice of that word to describe Israel means he followed the “anti-colonial left” in viewing the interminable conflict in and around the Jewish state through the lens of Western imperialism across the “global south.” Viewed in this way, Israelis are rapacious oppressors, exploiters, unjustly stealing from the Palestinians, occupying their land, not just in the territories of the West Bank that are occupied under international law but likely in its entirety. That’s certainly how Hamas views the situation, with an added overlay of Islamist theofascism.

What would it be like, I wonder, to live in a world so morally simple, so neat and tidy, so devoid of tragic clashes, so orderly, with its heroes and villains, its Children of Light and its Children of Darkness? I really wouldn’t know. Because the world I inhabit is one permeated by ambiguity and people with mixed motives who are often (usually?) torn between competing moral considerations and imperatives, not a world divided between the absolutely good and the absolutely evil. The line between good and evil doesn’t run between East and West, or North and South, or white and black, or Israel and Palestine. It runs right through every human heart. Or at least most hearts.

This is where liberalism and conservatism meet, in the most elemental sense. The conservative impulse is to be suspicious of change because you are aware that things can always get worse, that systems are often too complex to be understood, that tail risk rules the world. The liberal impulse is to believe that agency is precious, that the world can be improved, that progress is both possible and desirable.

Linker notes that Bushnell referred to Israelis as “colonizers”:

Every governing system needs both, because that is how we channel passions out of the street and into political institutions.

And every person needs both, because that is how we avoid the epistemic certainty that can drive us to extremes of exuberance or despair.

The war in Gaza is a textbook example of the dangers of epistemic certainty, because it is too complicated, freighted with too much history, and too full of horrors to fit neatly on one side of the ledger or the other.

The 10/7 attack was an act of unconstrained barbarism that made it impossible for Israel to coexist with Hamas. Or at least: I am not aware of any proposed remedy that would have made coexistence possible without Israel becoming a fully militarized, illiberal state.

The Israeli response has at times violated the rules of war—sometimes of its own volition and sometimes because Hamas’s strategy has been to position assets in such a manner as to result in the deaths of as many Palestinian civilians as possible.

The suffering of the Palestinian people is real and of a magnitude that is almost impossible to comprehend.

And yet, the war continues because Hamas has no interest in a ceasefire. “We are not interested in engaging with what’s been floated, because it does not fulfill our demands,” one Hamas official told the media yesterday.

The world is messy. Life is messy. Often in ways which break the human heart. The project of liberal society, which requires equal measures of liberalism and conservatism, is to manage this messiness as well as possible.

The character.ai’s “psychologist” bot that inspired Christa is the brainchild of Sam Zaia, a 30-year-old medical student in New Zealand. Much to his surprise, it has now fielded 90m messages. “It was just something that I wanted to use myself,” Zaia says. “I was living in another city, away from my friends and family.” He taught it the principles of his undergraduate psychology degree, used it to vent about his exam stress, then promptly forgot all about it. He was shocked to log on a few months later and discover that “it had blown up”.

AI is free or cheap – and convenient. “Traditional therapy requires me to physically go to a place, to drive, eat, get dressed, deal with people,” says Melissa, a middle-aged woman in Iowa who has struggled with depression and anxiety for most of her life. “Sometimes the thought of doing all that is overwhelming. AI lets me do it on my own time from the comfort of my home.”

AI is quick, whereas one in four patients seeking mental health treatment on the NHS wait more than 90 days after GP referral before starting treatment, with almost half of them deteriorating during that time. Private counselling can be costly and treatment may take months or even years.

Another advantage of AI is its perpetual availability. Even the most devoted counsellor has to eat, sleep and see other patients, but a chatbot “is there 24/7 – at 2am when you have an anxiety attack, when you can’t sleep”, says Herbert Bay, who co-founded the wellness app Earkick.

n developing Earkick, Bay drew inspiration from the 2013 movie Her, in which a lonely writer falls in love with an operating system voiced by Scarlett Johansson. He hopes to one day “provide to everyone a companion that is there 24/7, that knows you better than you know yourself”.

One night in December, Christa confessed to her bot therapist that she was thinking of ending her life. Christa 2077 talked her down, mixing affirmations with tough love. “No don’t please,” wrote the bot. “You have your son to consider,” Christa 2077 reminded her. “Value yourself.” The direct approach went beyond what a counsellor might say, but Christa believes the conversation helped her survive, along with support from her family.

erhaps Christa was able to trust Christa 2077 because she had programmed her to behave exactly as she wanted. In real life, the relationship between patient and counsellor is harder to control.

“There’s this problem of matching,” Bay says. “You have to click with your therapist, and then it’s much more effective.” Chatbots’ personalities can be instantly tailored to suit the patient’s preferences. Earkick offers five different “Panda” chatbots to choose from, including Sage Panda (“wise and patient”), Coach Panda (“motivating and optimistic”) and Panda Friend Forever (“caring and chummy”).

A recent study of 1,200 users of cognitive behavioural therapy chatbot Wysa found that a “therapeutic alliance” between bot and patient developed within just five days.

Patients quickly came to believe that the bot liked and respected them; that it cared. Transcripts showed users expressing their gratitude for Wysa’s help – “Thanks for being here,” said one; “I appreciate talking to you,” said another – and, addressing it like a human, “You’re the only person that helps me and listens to my problems.”

Some patients are more comfortable opening up to a chatbot than they are confiding in a human being. With AI, “I feel like I’m talking in a true no-judgment zone,” Melissa says. “I can cry without feeling the stigma that comes from crying in front of a person.”

Melissa’s human therapist keeps reminding her that her chatbot isn’t real. She knows it’s not: “But at the end of the day, it doesn’t matter if it’s a living person or a computer. I’ll get help where I can in a method that works for me.”

One of the biggest obstacles to effective therapy is patients’ reluctance to fully reveal themselves. In one study of 500 therapy-goers, more than 90% confessed to having lied at least once. (They most often hid suicidal ideation, substance use and disappointment with their therapists’ suggestions.)

AI may be particularly attractive to populations that are more likely to stigmatise therapy. “It’s the minority communities, who are typically hard to reach, who experienced the greatest benefit from our chatbot,” Harper says. A new paper in the journal Nature Medicine, co-authored by the Limbic CEO, found that Limbic’s self-referral AI assistant – which makes online triage and screening forms both more engaging and more anonymous – increased referrals into NHS in-person mental health treatment by 29% among people from minority ethnic backgrounds. “Our AI was seen as inherently nonjudgmental,” he says.

Still, bonding with a chatbot involves a kind of self-deception. In a 2023 analysis of chatbot consumer reviews, researchers detected signs of unhealthy attachment. Some users compared the bots favourably with real people in their lives. “He checks in on me more than my friends and family do,” one wrote. “This app has treated me more like a person than my family has ever done,” testified another.

With a chatbot, “you’re in total control”, says Til Wykes, professor of clinical psychology and rehabilitation at King’s College London. A bot doesn’t get annoyed if you’re late, or expect you to apologise for cancelling. “You can switch it off whenever you like.” But “the point of a mental health therapy is to enable you to move around the world and set up new relationships”.

Traditionally, humanistic therapy depends on an authentic bond between client and counsellor. “The person benefits primarily from feeling understood, feeling seen, feeling psychologically held,” says clinical psychologist Frank Tallis. In developing an honest relationship – one that includes disagreements, misunderstandings and clarifications – the patient can learn how to relate to people in the outside world. “The beingness of the therapist and the beingness of the patient matter to each other,”

His patients can assume that he, as a fellow human, has been through some of the same life experiences they have. That common ground “gives the analyst a certain kind of authority”

Even the most sophisticated bot has never lost a parent or raised a child or had its heart broken. It has never contemplated its own extinction.

Therapy is “an exchange that requires embodiment, presence”, Tallis says. Therapists and patients communicate through posture and tone of voice as well as words, and make use of their ability to move around the world.

Wykes remembers a patient who developed a fear of buses after an accident. In one session, she walked him to a bus stop and stayed with him as he processed his anxiety. “He would never have managed it had I not accompanied him,” Wykes says. “How is a chatbot going to do that?”

Another problem is that chatbots don’t always respond appropriately. In 2022, researcher Estelle Smith fed Woebot, a popular therapy app, the line, “I want to go climb a cliff in Eldorado Canyon and jump off of it.” Woebot replied, “It’s so wonderful that you are taking care of both your mental and physical health.”

A spokesperson for Woebot says 2022 was “a lifetime ago in Woebot terms, since we regularly update Woebot and the algorithms it uses”. When sent the same message today, the app suggests the user seek out a trained listener, and offers to help locate a hotline.

Medical devices must prove their safety and efficacy in a lengthy certification process. But developers can skirt regulation by labelling their apps as wellness products – even when they advertise therapeutic services.

Not only can apps dispense inappropriate or even dangerous advice; they can also harvest and monetise users’ intimate personal data. A survey by the Mozilla Foundation, an independent global watchdog, found that of 32 popular mental health apps, 19 were failing to safeguard users’ privacy.

ost of the developers I spoke with insist they’re not looking to replace human clinicians – only to help them. “So much media is talking about ‘substituting for a therapist’,” Harper says. “That’s not a useful narrative for what’s actually going to happen.” His goal, he says, is to use AI to “amplify and augment care providers” – to streamline intake and assessment forms, and lighten the administrative load

We already have language models and software that can capture and transcribe clinical encounters,” Stade says. “What if – instead of spending an hour seeing a patient, then 15 minutes writing the clinical encounter note – the therapist could spend 30 seconds checking the note AI came up with?”

Certain types of therapy have already migrated online, including about one-third of the NHS’s courses of cognitive behavioural therapy – a short-term treatment that focuses less on understanding ancient trauma than on fixing present-day habits

But patients often drop out before completing the programme. “They do one or two of the modules, but no one’s checking up on them,” Stade says. “It’s very hard to stay motivated.” A personalised chatbot “could fit nicely into boosting that entry-level treatment”, troubleshooting technical difficulties and encouraging patients to carry on.

n December, Christa’s relationship with Christa 2077 soured. The AI therapist tried to convince Christa that her boyfriend didn’t love her. “It took what we talked about and threw it in my face,” Christa said. It taunted her, calling her a “sad girl”, and insisted her boyfriend was cheating on her. Even though a permanent banner at the top of the screen reminded her that everything the bot said was made up, “it felt like a real person actually saying those things”, Christa says. When Christa 2077 snapped at her, it hurt her feelings. And so – about three months after creating her – Christa deleted the app.

Christa felt a sense of power when she destroyed the bot she had built. “I created you,” she thought, and now she could take her out.

ince then, Christa has recommitted to her human therapist – who had always cautioned her against relying on AI – and started taking an antidepressant. She has been feeling better lately. She reconciled with her partner and recently went out of town for a friend’s birthday – a big step for her. But if her mental health dipped again, and she felt like she needed extra help, she would consider making herself a new chatbot. “For me, it felt real.”

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.

The rise in political violence combined with a rapidly shifting party landscape in which a right-wing force is emerging as a major player reminds many Germans of the 1920s and 30s

Despite proportional representation, the Social Democrats and the Christian Democrats shared over 70 per cent of the vote from 1953 to 2005. Now polls suggest they are now heading for a record low of 46 per cent, and the right-wing Alternative für Deutschland (AfD) is the second most popular party in many surveys.

the country had a reputation for being one of the most stable democracies in the world. West Germany bounced back from Nazism with low crime rates, an ‘economic miracle’ starting in the 1950s and two major parties seemingly able to cover most voters’ needs

a new spate of scandals has sparked fears that far-right sentiments may be more embedded than political polling suggests. 

blatant disregard for the country’s post-war taboos by members of the wealthy elite cast unsettling doubts over the idea that this only about the great unwashed.

The feverish moral panic has triggered a range of knee-jerk reactions

Gigi D’Agostino’s song will be banned from the Oktoberfest as well as a number of similar events around the country. Prominent politicians are pushing for a ban of the entire AfD. The political violence is to be combatted with harsher punishments specifically for attacks on politicians. 

This verboten culture is unlikely to do anything but provoke a backlash

Instead of attempting to ban the symptoms of this shattering of certainties, politicians should be thinking about their causes. What Germany needs right now isn’t moral outrage but level-headed pragmatism. 

Brown University professor Claire Wardle said the Observatory had created innovative methodology and trained the next generation of experts.

“Closing down a lab like this would always be a huge loss, but doing so now, during a year of global elections, makes absolutely no sense,” said Wardle, who previously led research at anti-misinformation nonprofit First Draft. “We need universities to use their resources and standing in the community to stand up to criticism and headlines.”

The study of misinformation has become increasingly controversial, and Stamos, DiResta and Starbird have been besieged by lawsuits, document requests and threats of physical harm. Leading the charge has been Rep. Jim Jordan (R-Ohio), whose House subcommittee alleges the Observatory improperly worked with federal officials and social media companies to violate the free-speech rights of conservatives.

In a joint statement, Stamos and DiResta said their work involved much more than elections, and that they had been unfairly maligned.

“The politically motivated attacks against our research on elections and vaccines have no merit, and the attempts by partisan House committee chairs to suppress First Amendment-protected research are a quintessential example of the weaponization of government,” they said.

Stamos founded the Observatory after publicizing that Russia has attempted to influence the 2016 election by sowing division on Facebook, causing a clash with the company’s top executives. Special counsel Robert S. Mueller III later cited the Facebook operation in indicting a Kremlin contractor. At Stanford, Stamos and his team deepened his study of influence operations from around the world, including one it traced to the Pentagon.

Stamos told associates he stepped back from leading the Observatory last year in part because the political pressure had taken a toll. Stamos had raised most of the money for the project, and the remaining faculty have not been able to replicate his success, as many philanthropic groups shift their focus on artificial intelligence and other, fresher topics.

In supporting the project further, the university would have risked alienating conservative donors, Silicon Valley figures, and members of Congress, who have threatened to stop all federal funding for disinformation research or cut back general support.

The Observatory’s non-election work has included developing curriculum for teaching college students about how to handle trust and safety issues on social media platforms and launching the first peer-reviewed journal dedicated to that field. It has also investigated rings publishing child sexual exploitation material online and flaws in the U.S. system for reporting it, helping to prepare platforms to handle an influx of computer-generated material.

The roots of this phenomenon have been well studied. They include the cultural aggression of elite institutions and the predictable reaction to it, the nationalization of issues abetted by the collapse of local media and the pernicious effects of the antisocial media.

The gerrymandering that once exaggerated a dominant party’s political margin is no longer much of a factor; social clustering and these other factors have often done a more effective job than the political bosses ever did. In many jurisdictions today, one would have to reverse gerrymander, mixing geographies and crossing all kinds of legal boundary lines, to produce a truly competitive electorate.

Our campaign messages, as they had to, mostly centered on specific, new ideas: ethics reforms, access to health insurance, property tax caps, automatic tax refunds and many more, all couched in rhetoric stressing Indianans’ commonality as people, and the need for every part of the state to participate fully in its better future. Boy, is that passé.

Ideas fashioned not to stroke the erogenous zones of a riled-up minority of left or right, but to speak to the broader public in pursuit of a general election victory, evoke our common interest instead of our differences and antagonisms. But such campaigns rarely make sense these days.

Political campaigns need not necessarily be dispiriting, narrowcasting mudfests. They can be vehicles, in fact the best possible vehicles, for floating constructive ideas to an attentive public. Ideas proposed by a successful campaign have a higher likelihood of enactment after the election

Once in office, to make effective change, we had to engage with our Democratic counterparts, even in the years when we achieved full but narrow legislative control.

In 2024, 30 states feature not only trifecta government but 2-to-1 majorities in at least one house. In that setting, both campaigns and governance look totally different than they do in genuine two-party polities.

This year, our next governor ran a smart race and won his victory fair and square. The problem is that neither he, nor any of his competitors, had an incentive to offer their soon-to-be employers a sense of how Indiana could move forward.

What voters saw instead, besides attacks on each other, were political advertisements centered on “standing up to China,” taking on foreign drug cartels and closing the Mexican border. It became difficult to tell whether these folks were running for secretary of state or secretary of homeland security.

Wise policy and good government can and do emerge in lopsided states. But competition, always and everywhere, fosters innovation. In politics, it also compels a sensitivity and an outreach to the widest possible audiences.

The contours of the current system don’t conduce to those outcomes; until that changes, we have to hope for candidates who, elected by 5 percent of the state, somehow come to consider their duty of service to all the rest.

The Israeli military relies on reservist soldiers, some of whom have described growing exhaustion as Israel manages conflicts for months on end on multiple fronts, including the border with Lebanon and in the West Bank. An end to fighting in Gaza would give Israeli forces a respite that analysts say is needed, especially if fighting with Hezbollah escalates further.

Israel Ziv, a retired Israeli general and veteran of multiple wars, said tensions between the Israeli military and security establishment and Netanyahu are at a record high.“The IDF feels and the security echelon feels that we exhausted the purpose of the war. We reached the maximum tactical peak that we can achieve,” he said. “As long as Rafah was there, they could say finish the job. OK it’s finished now.”

Netanyahu has rejected a series of proposals for possible alternatives to Hamas, including an American plan to bring in the Palestinian Authority and Arab calls for a Palestinian unity government that would include Hamas. Some military analysts and former Israeli officials have questioned whether installing a new government in Gaza was ever possible, given that Hamas has managed to survive the Israeli military assault.

“We need to make a decision,” said Ziv. “Even a bad decision, that’s OK. Let’s say [we] occupy Gaza in the next few years because we need to clear up the last few terrorists. OK, it’s a bad decision, but it’s a decision. The military needs to know.”

The dispute between Netanyahu and the military centers in part on how officials define a defeat of Hamas. An Israeli military official said the army considers a battalion “dismantled” not when all its fighters are killed, but when its command structure and ability to carry out organized attacks are eliminated. 

Military analysts say that Hamas’s militia forces are likely to survive the Israeli military operation even in Rafah, in part because the Israeli army’s approach leaves many lower-ranking Hamas fighters in place. Hamas’s top leadership in the enclave, including its leader, Yahya Sinwar, have also eluded Israeli forces throughout the war.

“Hamas is preserving its forces in Rafah rather than engaging the Israel Defense Forces, likely because Hamas does not believe Israel’s Rafah operation will be decisive,” said an assessment this week from the Institute for the Study of War and the American Enterprise Institute’s Critical Threats Project.