1 . Facing AI extinction

In a recent White House press conference, press secretary Karine Jean-Pierre couldn’t suppress her laughter at the question: Is it “crazy” to worry that “literally everyone on Earth will die” due to artificial intelligence? _________, the answer is no.

While AI pioneer such as Alan Turing cautioned that we should expect “machines to take control”, many contemporary researchers _________ this concern. In an area of unprecedented growth in AI abilities, why aren’t more expects weighing in?

Before the deep-learning revolution in 2012, I didn’t think human-level AI would emerge in my lifetime. I was familiar with arguments that AI systems would insatiably seek power and resist shutdown — and obvious _________ to humanity if it were to occur. But I also figured researchers must have good reasons not to be worried about human _________ risk (x-risk) from AI.

Yet after 10 years in the field, I believe the main reasons are actually cultural and historical. By 2012, after several hype cycles that didn’t pan out, most AI researchers had stopped asking ‘what if we succeed at replicating human intelligence’, _________ their ambitions to specific tasks like autonomous driving.

When concerns resurfaced outside their community, researchers were to quick to dismiss outsiders as _________ and their worries as science fiction. But in my experience, AI researchers are themselves often ignorant of arguments for AI x-risk.

One basic argument is by analogy: humans’ _________ abilities allowed us to out-compete other species for resources, leading to many extinctions. AI systems could likewise deprive us of the resources we need for our survival. Less _________, AI could displace humans economically and, through its powers of manipulation, politically.

But wouldn’t it be humans wielding AIs as tools who end up in control? Not necessarily. Many people might choose to deploy a system with a 99 per cent chance of making them phenomenally rich and powerful, even if it had a 1 per cent chance of _________ their control and killing everyone.

Because no safe experiment can definitively tell us whether an AI system will actually kill everyone, such concerns are often dismissed as unscientific. But this isn’t an excuse for ignoring the risk. It just means society needs to reason about it in the same way as other complex social issues. Researchers also emphasize the difficulty of predicting when AI might _________ human intelligence, but this is an argument for caution, not complacency.

Attitudes are changing, but not quickly enough. AI x-risk is admittedly more _________ than important social issues with present-day AI, like bias and misinformation, but the basic solution is the same: regulation. A robust public discussion is long overdue. By refusing to engage, some AI researchers are neglecting _________ responsibilities and betraying public trust.

Big tech sponsors AI ethics research when it doesn’t hurt the bottom line. But it is also lobbying to exclude general-purpose AI from E. U. regulation. Concerned researchers recently called for a(n) _________ in developing bigger AI models to allow society to catch up. Critics say this isn’t politically realistic, but problems like AI x-risk won’t _________ just because they are politically inconvenient.

This brings us to the ugliest reason researchers may dismiss AI x-risk: funding. Essentially every researcher (myself included) has received funding from big tech. At some point, society may stop believing reassurances from people with such strong conflicts of _________ and conclude, as I have, that their dismissal betrays wishful thinking rather than good counterarguments.

2 . The Great PowerPoint Panic of 2003.

Sixteen minutes before touchdown on the morning of February 1, 2003, the space shuttle Columbia (“哥伦比亚”号航天飞机)______ into the cloudless East Texas sky. All seven astronauts aboard were killed. As the shattered shuttle flew toward Earth in pieces, it looked to its live TV viewers like a swarm of shooting stars.

The immediate ______ of the disaster, a report from a NASA Accident Investigation Board determined that August, was a piece of insulating foam (绝缘泡沫胶) that had broken loose and damaged the shuttle’s left wing soon after liftoff. But the report also   ______ out a less direct, more surprising cause. Engineers had known about - and inappropriately______ - the wing damage long before Columbia’s attempted reentry, but the flaws in their analysis were ______ in a series of overstuffed computer-presentation slides that were shown to NASA officials.

By the start of 2003, the phrase “death by PowerPoint” had well and truly entered the ______ vocabulary. Edward Tufte was the first to have taken it literally: That spring, the Yale statistician published a booklet entitled The Cognitive Style of PowerPoint, whose core argument was that the medium of communication influences the substance of communication. While PowerPoint, as a medium, did not ______ create unclear, lazy presentations, it certainly ______ and sometimes even masked them — with potentially deadly consequences. This is exactly what Tufte saw in the Columbia engineers’ slides.

Wired ran an excerpt (节选) from Tufte’s booklet in September 2003 under the headline “PowerPoint Is Evil.” A few months later, The New York Times Magazine included his assessment — summarized as “PowerPoint Makes You Dumb” — in its ______ of the year’s most important ideas. “Perhaps PowerPoint is uniquely suited to our modern age of confusion,” the entry read.

Despite the backlash it inspired in the ______, the presentation giant rolls on. The program has more monthly users than ever before, well into the hundreds of millions. During lockdown, people ______ PowerPoint parties on Zoom. Kids now make PowerPoint presentations for their parents when they want to get a puppy. If PowerPoint is evil, then evil ______ the world.

On its face at least, the idea that PowerPoint makes us stupid looks like a textbook case of misguided technological doomsaying. Today’s concerns about social media somehow resemble the PowerPoint critique. Both boil down to a worry that new media technologies ______ form over substance, that they are designed to hold our attention rather than to convey truth, and that they make us stupid.

______, concerns about new media rarely seem to make a difference. If the innovation did change the way we think, we are measuring its effects with an altered mind. Either the critical remarks were wrong, or they were so right that we can no longer tell the   ______.

Over the past few weeks, many people around the world joined me in celebrating my career firsts — from winning my first Golden Globe to earning my first Oscar. While I am grateful for this unforgettable moment in my professional life, I want to     1    that global spotlight to an issue that is personal to me and that calls for the world’s attention.

My life changed eight years ago when one moment shook my     2    on the world.

It was April 25, 2015, and I was visiting local organizations. Suddenly, a deadly earthquake hit the country. I have never felt the type of fear and panic I felt that day, when the ground beneath shook so powerfully that I was not able to stand on my own feet.

I was fortunate to make through that day uninjured, but not     3    . As we made our way straight to the airport, I saw the ruins and destruction all around me. I couldn’t     4    the thought of how unfair it was that I have a home to go to, unlike the thousands of families whose entire lives were suddenly     5     to rubble (瓦砾).

Crises are not just moments of disaster: They     6     deep existing inequalities. Those living in poverty, especially women and girls, bear the brunt (首当其冲). In the immediately aftermath of a disaster, lack of sanitation (卫生系统), and health facilities     7     affects women. In my time as a goodwill ambassador for the United Nations Development Program, I have seen up close how women and girls are often the last to go back to school and to get basic services such as clean water and vaccines. They are also     8    the last to get jobs and loans.

To fully recover from a disaster and be prepared for the next one, the specific needs of women and girls must be factored into the humanitarian response.

This year we are halfway toward the 2030     9     to achieve what the United Nations calls Sustainable Development Goals, a blueprint for a shared global vision of a world without poverty and inequality. What I have learned through my work is that realizing these global goals will only be possible if we achieve true gender equality, everywhere, and in all aspects of life — especially in times of crises — and in     10    for next disaster.

7 . In the fog of uncertainty about how new technology will change the way we work, policymakers around the world have flocked to the same idea. No matter what the future brings, they say confidently, we will need to upskill the workforce in order to cope.

The view sounds reassuringly sensible. If computers are growing smarter, humans will need to learn to use them to humans’ advantage. Otherwise, they may run the risk of being replaced by computers.     1     .

Research published by the Social Mobility Commission shows that workers with degrees are over three times more likely to participate in training as adults than workers with no qualifications. That creates a virtuous circle for those who did well at school, and vicious circle for those who did not. If the robots are coming for both the accountants and the taxi drivers, you can bet the bean counters will be more able to retrain themselves out of danger.

    2     In the UK, the government introduced an “apprenticeship levy” a few years ago in an attempt to force employers to spend more on training. A surprising number have responded by sending their senior managers on “apprenticeships” at business schools.

It is no good criticizing employers for directing investments at their highly skilled workers. They are simply aiming for the highest return they can get. And, for some types of lower-paid work, it is not always true that technological progress requires more skills. The UK’s latest Employment and Skills Survey, which is performed every five years, suggests the use of literacy and numeracy skills at work has fallen since 2012, even as the use of computers has increased. The trouble is, when the computer makes your job easier one day, it might make it unnecessary the next. Many of those affected by automation will need to switch occupations, or even industries.     3    

It is time to revisit older ideas. The UK once had an energetic culture of night schools, for adults to attend after their day jobs. These institutions have been disappearing due to funding cuts. But a revival of night schools could be exactly what the 21st century needs.     4     They can also explore interests they never had a chance to nurture before.

It is still not clear whether the impact of new technology on the labour market will come in a trickle or aflood. But in an already unequal world, continuing to reserve all the lifeboats for the better-off would be a dangerous mistake.

8 . Mental Health Crisis Among Teens Demands a New Approach

Since the CDC released its survey results last month showing alarmingly high rates of sadness and depressive thoughts among teens, fingers have been pointed from two sides at the causes of this crisis.     1    . Others say that today’s more secular(世俗的)culture has confused our most vulnerable young people. But neither side seems to grasp the true urgency of the issue.

According to the CDC’s findings, more than one in five of the 17,000 high school students surveyed reported mental breakdown. Their rates of sadness and hopelessness are the highest in a decade, reflecting an increasing trend exacerbated by society’s isolation(隔离)and stress.     2    .

Parents as well as teachers and others who have direct contact with children must accept this preventive approach. It is crucial that they not be afraid to ask direct questions about depressive thoughts.     3    . It is also especially important that parents understand what help is available to their children.

    4    . For example, we can demand equity equality, which means insurance coverage(保险范围)for behavioral illnesses health issues that is for physical , thus reducing the financial burden. We can also urge our congressmen to fund health programs and expand mental health professions.     5    . Put the politics aside. There are lives in the balance.

I’d like to

That’s all. Thank you.

Stop Asian Hate

During the course of the COVID-19 pandemic, New York City saw a sharp increase in harassment and violence against Asian people and communities, especially Asian elders. Discrimination on the basis of race, national origin, age, and disability, including having or     1     (perceive) to be exposed to COVID-19, is illegal under the Human Rights Law.    2    the start of the pandemic, there has been a significant, troubling increase in anti-Asian hate crimes and bias incidents. These have been verbal attacks, physical and even things like the tragic shooting of eight Asian-American spa technicians in Atlanta, Georgia. Beginning in February of 2020, we received a sevenfold increase in reports of anti-Asian harassment, discrimination, and violence. It is crucial to note that hate crimes and bias incidents have been found to be vastly under-reported     3    these numbers reflect just a fraction.

We all want to live in a world that is free from prejudice and    4    everyone has the right to be proud of who they are. Unfortunately, this is a pretty tough ask. We’ve joined forces with other establishments to bring you some resources of the movement of Stop Asian Hate,     5    the aim is to an end to the rising tide of racism against east and south east asian (ESEA) people.

Since the pandemic, something has been made nasty in the media by comments from Donald Trump calling it “the China virus”, and ESEA people all over the world have found that their lives have been turned upside down. In the wake of the tragic deaths in the US and several studies     6    (reveal) the real increase of racism against this minority, the Stop Asian Hate movement started a conversation about what is going on. You can find out all about it on this website, and get resources and support to help you if you are dealing with the impacts     7    racism.

Working towards a world where no racism exists is always important to us, and will always be something     8    need to strive towards. The thing is, a lot of conversations around racism fail to distinguish between the multiple groups of people who are affected, and the issues     9     (face) by ESEA people will be completely different to other people of colour.

    10    the growth of attacks and hate crimes still on the rise, we want to give you the tools to be able to understand the value and necessity of our voice, and how to stand up and fight back.