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the statement from Ben & Jerry's is unusually comprehensive and direct, addressing the historical roots of discrimination in the United States and calling out systemic racism, while advocating specific policies to prevent further police abuses and redress racial inequality.

Ben & Jerry's, which also publicly supported the Black Lives Matter movement, called on President Donald Trump to disavow white supremacists and nationalist groups that "overtly support him."

The ice cream maker also called for the US Department of Justice to reinvigorate its Civil Rights Division, and for Congress to pass H.R. 40, a bill that would create a commission to study the effects of discrimination since African slaves first arrived in North America in 1619 and recommend remedies.

The company's sale to British-Dutch consumer goods giant Unilever (UL) in 2000 has not prevented it from speaking out on issues such as racial injustice, climate change and refugee rights. As part of the deal, Ben & Jerry's kept an independent board of directors. "We're a wholly owned subsidiary [of Unilever], but we still act according to Ben & Jerry's mission, vision and values," a spokesperson told CNN Business.

"Unless and until white America is willing to collectively acknowledge its privilege, take responsibility for its past and the impact it has on the present, and commit to creating a future steeped in justice, the list of names that George Floyd has been added to will never end. We have to use this moment to accelerate our nation's long journey towards justice and a more perfect union," the statement concluded.

Mr. Trump publicly made a similar request of China. His chief of staff, Mick Mulvaney, said publicly on Thursday that the administration threatened to withhold military aid from Ukraine if it did not help “find” the D.N.C. servers.

These attempts to enlist foreign interference in American electoral democracy are an assault not only on our system of government but also on the integrity of the Republican Party.

Yet Republicans will not be able to postpone a reckoning with Trumpism for much longer. The investigation by House Democrats appears likely to result in a vote for impeachment, despite efforts by the White House to obstruct the inquiry. That will force Senate Republicans to choose.

Will they commit themselves and their party wholly to Mr. Trump, embracing even his most anti-democratic actions, or will they take the first step toward separating themselves from him and restoring confidence in the rule of law?

That’s why all elected officials take an oath to preserve, protect and defend the Constitution against all enemies, foreign and domestic. By protecting Donald Trump at all costs from all consequences, the Republicans risk violating that sacred oath.

Last week alone, though, 1.6 million people newly applied for unemployment benefits. That’s the equivalent of 2,300 Carrier plants

Somehow, for years, the four tragic deaths in Benghazi consumed the agenda of six GOP-controlled congressional committees and the programming of the most-watched cable news channel. But today, a deadly shock magnified by government ineptitude that has led to 46,000 times as many lives lost “is what it is.”

the coronavirus death toll is about 46,000 Benghazis

According to congressional investigators, Navarro negotiated a contract that resulted in the government overpaying for ventilators by $500 million. (The contract was canceled Monday.) He also championed a $765 million federal loan to Eastman Kodak to transform it into a drugmaker. (The loan has since unraveled and is the subject of a securities investigation.)

So how many taxpayer dollars was Navarro involved in wasting through these two deals alone? Measured in units that should be familiar to consumers of right-wing news, it’s roughly two Solyndras.

The debt increase under Trump during a single term is on track to surpass that under Obama across two terms.

For each Hillary Clinton private email scandal (one), there are at least eight senior Trump officials who have reportedly used private email to conduct official business

For every Obama-era incident involving supposed retaliation against political opponents, there are literally dozens of instances of Trump trying to use the power of his office to punish perceived enemie

You might be well-intentioned, rational, and mistaken, simply because so much in our thinking can go wrong. (“RATIONAL, adj.: Devoid of all delusions save those of observation, experience and reflection,”

You might be rational and self-deceptive, because telling yourself that you are rational can itself become a source of bias. It’s possible that you are trying to appear rational only because you want to impress people; or that you are more rational about some things (your job) than others (your kids); or that your rationality gives way to rancor as soon as your ideas are challenged. Perhaps you irrationally insist on answering difficult questions yourself when you’d be better off trusting the expert consensus.

Not just individuals but societies can fall prey to false or compromised rationality. In a 2014 book, “The Revolt of the Public and the Crisis of Authority in the New Millennium,” Martin Gurri, a C.I.A. analyst turned libertarian social thinker, argued that the unmasking of allegedly pseudo-rational institutions had become the central drama of our age: people around the world, having concluded that the bigwigs in our colleges, newsrooms, and legislatures were better at appearing rational than at being so, had embraced a nihilist populism that sees all forms of public rationality as suspect.

modern life would be impossible without those rational systems; we must improve them, not reject them. We have no choice but to wrestle with rationality—an ideal that, the sociologist Max Weber wrote, “contains within itself a world of contradictions.”

Where others might be completely convinced that G.M.O.s are bad, or that Jack is trustworthy, or that the enemy is Eurasia, a Bayesian assigns probabilities to these propositions. She doesn’t build an immovable world view; instead, by continually updating her probabilities, she inches closer to a more useful account of reality. The cooking is never done.

Rationality is one of humanity’s superpowers. How do we keep from misusing it?

Start with the big picture, fixing it firmly in your mind. Be cautious as you integrate new information, and don’t jump to conclusions. Notice when new data points do and do not alter your baseline assumptions (most of the time, they won’t alter them), but keep track of how often those assumptions seem contradicted by what’s new. Beware the power of alarming news, and proceed by putting it in a broader, real-world context.

Bayesian reasoning implies a few “best practices.”

Keep the cooked information over here and the raw information over there; remember that raw ingredients often reduce over heat

We want to live in a more rational society, but not in a falsely rationalized one. We want to be more rational as individuals, but not to overdo it. We need to know when to think and when to stop thinking, when to doubt and when to trust.

But the real power of the Bayesian approach isn’t procedural; it’s that it replaces the facts in our minds with probabilities.

Applied to specific problems—Should you invest in Tesla? How bad is the Delta variant?—the techniques promoted by rationality writers are clarifying and powerful.

the rationality movement is also a social movement; rationalists today form what is sometimes called the “rationality community,” and, as evangelists, they hope to increase its size.

In “Rationality,” “The Scout Mindset,” and other similar books, irrationality is often presented as a form of misbehavior, which might be rectified through education or socialization.

Greg tells me that, in his business, it’s not enough to have rational thoughts. Someone who’s used to pondering questions at leisure might struggle to learn and reason when the clock is ticking; someone who is good at reaching rational conclusions might not be willing to sign on the dotted line when the time comes. Greg’s hedge-fund colleagues describe as “commercial”—a compliment—someone who is not only rational but timely and decisive.

You can know what’s right but still struggle to do it.

Following through on your own conclusions is one challenge. But a rationalist must also be “metarational,” willing to hand over the thinking keys when someone else is better informed or better trained. This, too, is harder than it sounds.

For all this to happen, rationality is necessary, but not sufficient. Thinking straight is just part of the work. 

I found it possible to be metarational with my dad not just because I respected his mind but because I knew that he was a good and cautious person who had my and my mother’s best interests at heart.

between the two of us, we had the right ingredients—mutual trust, mutual concern, and a shared commitment to reason and to act.

Intellectually, we understand that our complex society requires the division of both practical and cognitive labor. We accept that our knowledge maps are limited not just by our smarts but by our time and interests. Still, like Gurri’s populists, rationalists may stage their own contrarian revolts, repeatedly finding that no one’s opinions but their own are defensible. In letting go, as in following through, one’s whole personality gets involved.

in truth, it maps out a series of escalating challenges. In search of facts, we must make do with probabilities. Unable to know it all for ourselves, we must rely on others who care enough to know. We must act while we are still uncertain, and we must act in time—sometimes individually, but often together.

The realities of rationality are humbling. Know things; want things; use what you know to get what you want. It sounds like a simple formula.

The real challenge isn’t being right but knowing how wrong you might be.By Joshua RothmanAugust 16, 2021

Writing about rationality in the early twentieth century, Weber saw himself as coming to grips with a titanic force—an ascendant outlook that was rewriting our values. He talked about rationality in many different ways. We can practice the instrumental rationality of means and ends (how do I get what I want?) and the value rationality of purposes and goals (do I have good reasons for wanting what I want?). We can pursue the rationality of affect (am I cool, calm, and collected?) or develop the rationality of habit (do I live an ordered, or “rationalized,” life?).

Weber worried that it was turning each individual into a “cog in the machine,” and life into an “iron cage.” Today, rationality and the words around it are still shadowed with Weberian pessimism and cursed with double meanings. You’re rationalizing the org chart: are you bringing order to chaos, or justifying the illogical?

For Aristotle, rationality was what separated human beings from animals. For the authors of “The Rationality Quotient,” it’s a mental faculty, parallel to but distinct from intelligence, which involves a person’s ability to juggle many scenarios in her head at once, without letting any one monopolize her attention or bias her against the rest.

In “The Rationality Quotient: Toward a Test of Rational Thinking” (M.I.T.), from 2016, the psychologists Keith E. Stanovich, Richard F. West, and Maggie E. Toplak call rationality “a torturous and tortured term,” in part because philosophers, sociologists, psychologists, and economists have all defined it differently

Galef, who hosts a podcast called “Rationally Speaking” and co-founded the nonprofit Center for Applied Rationality, in Berkeley, barely uses the word “rationality” in her book on the subject. Instead, she describes a “scout mindset,” which can help you “to recognize when you are wrong, to seek out your blind spots, to test your assumptions and change course.” (The “soldier mindset,” by contrast, encourages you to defend your positions at any cost.)

Galef tends to see rationality as a method for acquiring more accurate views.

Pinker, a cognitive and evolutionary psychologist, sees it instrumentally, as “the ability to use knowledge to attain goals.” By this definition, to be a rational person you have to know things, you have to want things, and you have to use what you know to get what you want.

Introspection is key to rationality. A rational person must practice what the neuroscientist Stephen Fleming, in “Know Thyself: The Science of Self-Awareness” (Basic Books), calls “metacognition,” or “the ability to think about our own thinking”—“a fragile, beautiful, and frankly bizarre feature of the human mind.”

A successful student uses metacognition to know when he needs to study more and when he’s studied enough: essentially, parts of his brain are monitoring other parts.

In everyday life, the biggest obstacle to metacognition is what psychologists call the “illusion of fluency.” As we perform increasingly familiar tasks, we monitor our performance less rigorously; this happens when we drive, or fold laundry, and also when we think thoughts we’ve thought many times before

The trick is to break the illusion of fluency, and to encourage an “awareness of ignorance.”

metacognition is a skill. Some people are better at it than others. Galef believes that, by “calibrating” our metacognitive minds, we can improve our performance and so become more rational

There are many calibration methods

nowing about what you know is Rationality 101. The advanced coursework has to do with changes in your knowledge.

Most of us stay informed straightforwardly—by taking in new information. Rationalists do the same, but self-consciously, with an eye to deliberately redrawing their mental maps.

The challenge is that news about distant territories drifts in from many sources; fresh facts and opinions aren’t uniformly significant. In recent decades, rationalists confronting this problem have rallied behind the work of Thomas Bayes

So-called Bayesian reasoning—a particular thinking technique, with its own distinctive jargon—has become de rigueur.

the basic idea is simple. When new information comes in, you don’t want it to replace old information wholesale. Instead, you want it to modify what you already know to an appropriate degree. The degree of modification depends both on your confidence in your preëxisting knowledge and on the value of the new data. Bayesian reasoners begin with what they call the “prior” probability of something being true, and then find out if they need to adjust it.

Bayesian reasoning is an approach to statistics, but you can use it to interpret all sorts of new information.

She showed that accounts of so-called “aces” — fighters said to have heroically held off much more powerful enemies with a single tank or plane — were based on propaganda.

In making these repairs, Coffman faced resistance from a group of editors who were mainly military buffs and wanted to write about battlefield valor without too much scrutiny. She, however, kept coming back to facts and sources — how do we know what we think we know? — and an insistence that Wikipedia not be swept up in mythology.

In a speech last year, Putin strolled through 1,000 years of battles and alliances to justify his claim of the “historical unity of Russians and Ukrainians.”

Just look at the rhetoric around Russian’s invasion of Ukraine, which Vladimir Putin has described as a battle to “de-Nazify” the leadership of Ukraine.

Since the Russian invasion, the English Wikipedia articles about the historical figures and topics Putin invoked have been racking up pop-star numbers.

When it comes to allegations about Nazi collaboration by prominent Ukrainian nationalists like Bandera, Wikipedia has pulled no punches. Even as Putin has emphasized these Nazi ties as a reason for his invasion, Wikipedia has resisted attempts to water down this history.

When Putin’s foreign minister, Sergei Lavrov, was asked how Ukraine could be in need of de-Nazification if its president, Volodymyr Zelensky, is Jewish, Lavrov replied: “I could be wrong, but Hitler also had Jewish blood. [That Zelensky is Jewish] means absolutely nothing. Wise Jewish people say that the most ardent anti-Semites are usually Jews.” It was an appalling answer that, according to the Israeli government, Putin apologized for.

In an unusual step, the English Wikipedia article brings up this particular falsehood to explicitly refute it.

The Wikipedia project comes with a stubborn confidence that facts can guide us through the darkness. In Wikipedia’s 20-year history, this belief has never been asked to do more.

Red Army memorials are just some of the divisive symbols that persist in Germany long after the political systems and social mores that sustained them have vanished, a reckoning with parallels in the United States and elsewhere.

Officials say their duty to care for such memorials dates to the so-called Good Neighbor agreement between Germany and the Soviet Union in 1990. Under that measure, each nation committed itself to the upkeep of the other’s war graves on its territory.

This propensity for what Ms. Schneidewind calls “historical hoarding” means that many Soviet memorials in East Germany contain Stalin’s name nearly 70 years after the dictator was largely purged from public spaces in Russia itself.

Most of the Red Army monuments in Germany are believed to have been built above the graves of Soviet soldiers or prisoners of war. The Russian Embassy has used the pact to draw the German government’s attention to Soviet monuments, including the one in Lützen, that have been damaged or neglected.

“Instead of tearing them down, you should redefine these memorials,” Mr. Nagel said. “You need to explain why they are here, and why you have a different view of them now.”

In Lützen, local residents say they want to keep their Red Army memorial as it is, a tribute to the central place occupied by the pyramid in the town’s public life during Communist rule. Some remember playing around it while attending the nearby kindergarten, and they say they will fight plans to move it to accommodate a proposed new supermarket.

“This is our history, no matter what is going on in world politics,” said the town’s mayor, Uwe Weiss. “We have to take care of it, because it is part of us.”

poptimism has intertwined with a variety of cultural omnivorism that encourages people to embrace the most popular fare from all genres. And this is where the algorithm comes in: it feeds people a steady drip of the most popular things and assures you you’re good for enjoying a diverse array of sameness.

But, and this is important, taste distinctions still matter. Social rank demands fealty to certain ideals of taste, even if artistry isn’t the taste that matters. “Omnivorism, for all of its rejections of ‘taste,’ still presupposes that cultural choice can change society,” Marx writes. “Consumerism can support allies, shame enemies, and deny prestige and financial support to oppressors.”

In the modern cultural landscape, “the hipster” has been replaced by what might be called “der kommisar,” and der kommisar has a few general rules for how to appreciate culture:

1.     Artists should create content that promotes progressive political views and reveals unconscious biases against oppressed groups.2.  Gatekeepers should work to represent minority voices by elevating minority artists.3.     Consumers should only buy artworks and goods with progressive values that are created by upright individuals.4.     Majority groups should never profit on styles or stories that originate within minority groups.5.     Critics should decanonize antiprogressive artists and their works, and question aesthetics associated with high-status distinction.*

“art should avoid being for art’s sake when social equity is at stake.” The quality of artistry matters less than supporting artists who think the right things and say the right things

I don’t think you can really understand much of the last decade or so of cultural writing—or, for that matter, cultural production—if you don’t understand this dynamic and how poptimism, omnivorism, and identity politics have all spun together to change, at the very least, how people talk publicly about the art they consume

If Trump wins the GOP nomination despite all, will CNN treat him and his fanboys as normal politicians and voters, putting January 6th and everything else in the memory hole, in pursuit of a supposed evenhandedness that in fact distorts reality? All while the nation teeters on the brink of another Trump presidency?

Viewed from the United States, these skirmishes over the unaccountable power of tech platforms seem like a central battleground of free speech. But the real threat in much of the world is not the policies of social media companies, but of governments.

The real question now is if Musk’s commitment to “free speech” extends beyond conservatives in America and to the billions of people in the Global South who rely on the internet for open communication.

ndia’s government had demanded that Twitter block tweets and accounts from a variety of journalists, activists and politicians. The company went to court, arguing that these demands went beyond the law and into censorship. Now Twitter’s potential new owner was casting doubt on whether the company should be defying government demands that muzzle freedom of expression.

The winning side will not be decided in Silicon Valley or Beijing, the two poles around which debate over free expression on the internet have largely orbited. It will be the actions of governments in capitals like Abuja, Jakarta, Ankara, Brasília and New Delhi.

while much of the focus has been on countries like China, which overtly restricts access to huge swaths of the internet, the real war over the future of internet freedom is being waged in what she called “swing states,” big, fragile democracies like India.

other governments are passing laws just to increase their power over speech online and to force companies to be an extension of state surveillance.” For example: requiring companies to house their servers locally rather than abroad, which can make them more vulnerable to government surveillance.

Across the world, countries are putting in place frameworks that on their face seem designed to combat online abuse and misinformation but are largely used to stifle dissent or enable abuse of the enemies of those in power.

it seems that this is actually what he believes. In April, he tweeted: “By ‘free speech’, I simply mean that which matches the law. I am against censorship that goes far beyond the law. If people want less free speech, they will ask government to pass laws to that effect. Therefore, going beyond the law is contrary to the will of the people.”

Musk is either exceptionally naïve or willfully ignorant about the relationship between government power and free speech, especially in fragile democracies.

The combination of a rigid commitment to following national laws and a hands-off approach to content moderation is combustible and highly dangerous.

Independent journalism is increasingly under threat in India. Much of the mainstream press has been neutered by a mix of intimidation and conflicts of interests created by the sprawling conglomerates and powerful families that control much of Indian media

Twitter has historically fought against censorship. Whether that will continue under Musk seems very much a question. The Indian government has reasons to expect friendly treatment: Musk’s company Tesla has been trying to enter the Indian car market for some time, but in May it hit an impasse in negotiations with the government over tariffs and other issues

Psychological avoidance is akin to an ostrich burying its head in the sand, choosing ignorance over confrontation, all while a storm brews in the background.

depression and anxiety disorders cost the global economy $1 trillion each year in lost productivity.

avoidance, a strategy that not only fails to solve problems but fuels them.

Psychological avoidance isn’t about the actions we take or don’t take, but the intentions behind them. If our actions aim to squash discomfort hastily, then we’re probably 2favoiding

the three ways people tend to practice psychological avoidance.

Reacting

It’s when we reply hastily to an email that upsets us or raise our voices without considering the consequences.

Reacting is any response that seeks to eliminate the source of discomfort

Retreating

Retreating is the act of moving away or pulling back from anxiety-inducing situations

For example, my client with the fear of public speaking took a different job to avoid it. Others may reach for a glass of wine to numb out o

Remaining

Remaining is sticking to the status quo to avoid the discomfort of change.

Psychological avoidance is a powerful enemy, but there are three science-based skills to fight it.

Shifting involves checking in with your thoughts, especially when anxiety comes knocking. In those moments, we often have black-and-white, distorted thoughts, just like my client, who was worried about being in a romantic relationship, telling himself, “I will never be in a good relationship.”

Shifting is taking off dark, monochrome glasses and seeing the world in color again. Challenge your thoughts, clean out your lenses, by asking yourself, “Would I say this to my best friend in this scenario?

Approaching

taking a step that feels manageable.

The opposite of avoiding is approaching

Ask yourself: What is one small step I can take toward my fears and anxiety to overcome my avoidance.

Aligning

Aligning is living a values-driven life, where our daily actions are aligned with what matters the most to us: our values.

This is the opposite of what most of us do while anxious. In moments of intense anxiety, we tend to let our emotions, not our values, dictate our actions. To live a values-driven life, we need to first identify our values, whether that is health, family, work or something else. Then we need to dedicate time and effort to our values.

it is necessary to strip away the irrelevancies in which this controversy is usually wrapped up.

The enemies of intellectual liberty always try to present their case as a plea for discipline versus individualism.

The issue truth-versus-untruth is as far as possible kept in the background.

the writer who refuses to sell his opinions is always branded as a mere egoist, He is accused, that is, either of wanting to shut himself up in an ivory tower, or of making an exhibitionist display of his own personality, or of resisting the inevitable current, of history in an attempt to cling to unjustified privileges.

Each of them tacitly claims that “the truth” has already been revealed, and that the heretic, if he is not simply a fool, is secretly aware of “the truth” and merely resists it out of selfish motives.

Freedom of the intellect means the freedom to report what one has seen, heard, and fell, and not to be obliged to fabricate imaginary facts and feelings.

known facts are suppressed and distorted to such an extent as to make it doubtful whether a true history of our times can ever be written.

A totalitarian state is in effect a theocracy, and its ruling caste, in order to keep its position, has to be thought of as infallible. But since, in practice, no one is infallible, it is frequently necessary to rearrange past events in order to show that this or that mistake was not made, or that this or that imaginary triumph actually happened

Then, again, every major change in policy demands a corresponding change of doctrine and a revaluation of prominent historical figures. This kind of thing happens everywhere, but clearly it is likelier to lead to outright falsification in societies where only one opinion is permissible at any given moment.

The friends of totalitarianism in England usually tend to argue that since absolute truth is not attainable, a big lie is no worse than a little lie. It is pointed out that all historical records are biased and inaccurate, or, on the other hand, that modem physics has proved that what seems to us the real world is an illusion, so that to believe in the evidence of one’s senses is simply vulgar philistinism.

The Pew Research Center survey asked people different questions but found similar doubts about AI. Just 15 percent of respondents said they were more excited than concerned about the increasing use of AI in daily life.

“It’s fantastic that there is public skepticism about AI. There absolutely should be,” said Meredith Broussard, an artificial intelligence researcher and professor at New York University.

Broussard said there can be no way to design artificial intelligence software to make inherently human decisions, like grading students’ tests or determining the course of medical treatment.

Most Americans essentially agree with Broussard that AI has a place in our lives, but not for everything.

Most people said it was a bad idea to use AI for military drones that try to distinguish between enemies and civilians or trucks making local deliveries without human drivers. Most respondents said it was a good idea for machines to perform risky jobs such as coal mining.

Roman Yampolskiy, an AI specialist at the University of Louisville engineering school, told me he’s concerned about how quickly technologists are building computers that are designed to “think” like the human brain and apply knowledge not just in one narrow area, like recommending Netflix movies, but for complex tasks that have tended to require human intelligence.

“We have an arms race between multiple untested technologies. That is my concern,” Yampolskiy said. (If you want to feel terrified, I recommend Yampolskiy’s research paper on the inability to control advanced AI.)

The term “AI” is a catch-all for everything from relatively uncontroversial technology, such as autocomplete in your web search queries, to the contentious software that promises to predict crime before it happens. Our fears about the latter might be overwhelming our beliefs about the benefits from more mundane AI.

In the days following the disappearance of the columnist Jamal Khashoggi, Arabic-language social media erupted in support for Crown Prince Mohammed bin Salman, who was widely rumored to have ordered his murder. On a single day in October, the phrase “we all have trust in Mohammed bin Salman” featured in 250,000 tweets. “We have to stand by our leader” was posted more than 60,000 times, along with 100,000 messages imploring Saudis to “Unfollow enemies of the nation.” In all likelihood, the majority of these messages were generated by chatbots.

around a fifth of all tweets discussing the 2016 presidential election are believed to have been the work of chatbots.

a third of all traffic on Twitter before the 2016 referendum on Britain’s membership in the European Union was said to come from chatbots, principally in support of the Leave side.

It’s irrelevant that current bots are not “smart” like we are, or that they have not achieved the consciousness and creativity hoped for by A.I. purists. What matters is their impact

In the past, despite our differences, we could at least take for granted that all participants in the political process were human beings. This no longer true

Increasingly we share the online debate chamber with nonhuman entities that are rapidly growing more advanced

a bot developed by the British firm Babylon reportedly achieved a score of 81 percent in the clinical examination for admission to the Royal College of General Practitioners. The average score for human doctors? 72 percent.

If chatbots are approaching the stage where they can answer diagnostic questions as well or better than human doctors, then it’s possible they might eventually reach or surpass our levels of political sophistication

chatbots could seriously endanger our democracy, and not just when they go haywire.

They’ll likely have faces and voices, names and personalities — all engineered for maximum persuasion. So-called “deep fake” videos can already convincingly synthesize the speech and appearance of real politicians.

The most obvious risk is that we are crowded out of our own deliberative processes by systems that are too fast and too ubiquitous for us to keep up with.

A related risk is that wealthy people will be able to afford the best chatbots.

in a world where, increasingly, the only feasible way of engaging in debate with chatbots is through the deployment of other chatbots also possessed of the same speed and facility, the worry is that in the long run we’ll become effectively excluded from our own party.

the wholesale automation of deliberation would be an unfortunate development in democratic history.

A blunt approach — call it disqualification — would be an all-out prohibition of bots on forums where important political speech takes place, and punishment for the humans responsible

The Bot Disclosure and Accountability Bil

would amend the Federal Election Campaign Act of 1971 to prohibit candidates and political parties from using any bots intended to impersonate or replicate human activity for public communication. It would also stop PACs, corporations and labor organizations from using bots to disseminate messages advocating candidates, which would be considered “electioneering communications.”

A subtler method would involve mandatory identification: requiring all chatbots to be publicly registered and to state at all times the fact that they are chatbots, and the identity of their human owners and controllers.

We should also be exploring more imaginative forms of regulation. Why not introduce a rule, coded into platforms themselves, that bots may make only up to a specific number of online contributions per day, or a specific number of responses to a particular human?

We need not treat the speech of chatbots with the same reverence that we treat human speech. Moreover, bots are too fast and tricky to be subject to ordinary rules of debate

the methods we use to regulate bots must be more robust than those we apply to people. There can be no half-measures when democracy is at stake.

Like all of these books, it is about the power and untrustworthiness of written texts—history texts in particular. These various strands don’t always cohere. The question of who killed Bonkowski Pasha is part of the main story of the novel, and yet it disappears for chapters at a time. Perhaps more seriously, the postmodern elements sometimes sit uncomfortably with the torrents of historical and sensory detail