Category Archives: Deep Mind

I’m an insomniac who’s tried everything from meds to sleep sprays. This meditation app is the only thing that’ – Business Insider India

Sleep was already "the new sex" well before the pandemic, but the extra elusiveness it attained thanks to COVID-19 has people everywhere up in arms.

"Coronasomnia," as it's apparently being called, is the result of stress from the pandemic as well as scrambled and unpredictable schedules and even the effects of the virus itself, researchers say.

Over the years, I've tried all kinds of things for my sleep, ranging from prescription medication to lavender "sleep spray" to a wide range of hot teas to melatonin and everything in between.

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Scientific studies have proven that meditation holds many benefits, including stress relief, improved self-esteem, increased focus and concentration, and yes, even improved sleep.

I tried it on the suggestion of a therapist whom I was consulting with at the time, and now use it at least three to four times a week.

Although it has a Premium version that goes for $9.99 per month or $59.99 per year, it's primarily a free app, which is how I use it, and says it has 90,000 titles for use online or that can be downloaded for use offline.

My therapist had informed me that the app had quite a few resources for sleep, and when I first downloaded it, I was overwhelmed.

There are currently more than 2,200 meditations for sleep, more than 2,000 music tracks intended to help you drift off, and 146 talks listed under the topic, most of which are quite literally bedtime stories.

One additional feature on the home screen that I always find interesting is this map that lets you know how many users are on the app at any given time, how many have used it today, and how many members Insight Timer has.

The word "yoga" is what initially drew me to the program, although at the time, I had no clue what "yoga nidra" meant. It turns out that "yoga nidra" is equivalent to yogic sleep, and at least as led by Piercy, it works every time.

She then asks to set an intention (or "sankalpa" in Sanskrit) for the practice.

Next comes a series of deep breathing exercises for relaxation that center on slowing down the system by viewing oneself as part of the universe.

Piercy also offers private consultations for a fee, which I haven't sampled. The bio on her free course "Your Guide To Deeper Sleep" notes that "since joining Insight Timer three years ago Jennifer's meditations have been listened to 19 million times."

As the caregiver to my elderly mom as well as mom to a teenager in the house who's doing virtual school right now, I can tell you that I've used it more than a few times when I've desperately needed an hour's rest in the afternoon - and it works just as well to give me a refreshing nap with no "hangover" when I wake up as it does to provide a full night's sleep.

Excerpt from:
I'm an insomniac who's tried everything from meds to sleep sprays. This meditation app is the only thing that' - Business Insider India

‘We’ve had this in mind for some time’ – Gosden aims for another Blue Riband win – Racing Post

Uncle Bryn wins on his debut at Kempton last September

Alan Crowhurst

2.15 EpsomBlue Riband Trial (Listed) | 1m2f | 3yo | RTV

The Blue Riband Trial may have a notoriously poor record of establishing a path to Derby glory, but 2017 winner Cracksman did finish third in the Classic six weeks later.

His joint-trainer John Gosden also sent out the 2015 (Cloud Nine), 2016 (So Mi Dar) and 2018 (Crossed Baton) winners all partnered by Frankie Dettori and unbeaten Uncle Bryn gives the Clarehaven team another strong chance this year.

One of four Derby entries the othersare Too Friendly, Hector De Maris and Star Caliber Uncle Bryn is much the shortest-priced of the quartet at a general 16-1 to win Flat racings most famous race.

The son of Sea The Stars looked potentially very useful when landing all-weather events at Kempton and Wolverhampton last autumn by an aggregate of more than seven lengths.

This provides Uncle Bryns stiffest task to date, but he looks just the type to take the step up in his stride.

All bar one of the nine runners have either gone from the front or raced handily in at least one of their previous races, so a strongly runrace looks likely.

Star Caliber, who made much of the running when winning by a nose at Goodwood last September, is a well-regarded son of Golden Horn capable of significant improvement at three.

The Aidan OBrien representative, Hector De Maris, currently on offer at 66-1 for the Derby, lost his maiden certificate at the fifth time of asking in a 7f Naas nursery in November.

That was on heavy ground and the Camelot colt will face drastically different underfoot conditions this time.

Technique, the only filly in the field, is quoted at a general 80-1 for the Cazoo Oaks.

Tony Carson, trainer of BodroyIts his first run for us and hopefully he wont be disgraced, but its a big ask. Hes plenty of experience and ran a decent race to be fourth to Highland Avenue, who won the Feilden Stakes last week.

Alastair Donald, spokesman for King Power Racing, owners of Star CaliberAndrew Balding was pleased with his final piece of work last week and we feel that he could make up into a nice staying type. It looks a stronger than average renewal of the race but we are hoping for a solid run.

Hollie Doyle, rider of Surprise ExhibitHes never run anywhere as undulating as Epsom but hes done well physically over winter and Archies horses are running very well at the moment, so hopefully he can run a nice race.

Tim Gredley, joint-owner of Too FriendlyHe won nicely at Doncaster when the further he went the better. I dont know how good the race was but that warranted at a tilt at this. He wouldnt want the ground any faster than good but they do a good job with the watering at Epsom.

John Gosden, joint-trainer of Uncle BrynWe also had him in the Classic Trial at Sandown on Friday but weve had this in mind for some time. Hes still relatively inexperienced having had only the two runs on the all-weather at Kempton and then Wolverhampton, so this first run on turf will bring him on mentally. Hes been going nicely at home but still has a lot to learn.

Martyn Meade, trainer of TechniqueShe won nicely on her debut at Wolverhampton which gives her some experience of left-handed and it was either run her in a novice or pitch her in the deep end. Well roll the dice and see if she handles the track with a view to going back there.

For all our exclusive free bet offers and must-have daily promotions click the free bets button or go to racingpost.com/freebets

Originally posted here:
'We've had this in mind for some time' - Gosden aims for another Blue Riband win - Racing Post

What two pieces of unrelated pop culture are forever connected in your mind? – The A.V. Club

Much as the fresh smell of motor oil will take me back to the deeply unpleasant weeks I spent cleaning out a garage in high school, so, too, does the melodious sound of the Mission: Impossible theme immediately summon memories of that halcyon afternoon in 1996 when I received a phone call from a friend in school: Alex. I am standing in line for ID4. Get here now. He was referring, of course, to the promotional-campaign shorthand for the movie Independence Day, in that special way that only young kids who have no sense of irony or disconnect from consumer culture can really achieve. Needless to say, I felt it vital that I join him before the movie started. I had about 10 minutes to get there, so I frantically summoned my parents to start the car and drop me at the mallbut while we drove, the radio began playing the aforementioned theme. Not the original, mind you, but the Mission: Impossible Theme created by U2s Adam Clayton and Larry Mullins Jr. for the Tom Cruise film adaptation. It was a hit that summer, and thus on the radio constantly, but it still felt like kismet that it began playing as I rushed to attend the umpteenth pop-culture event of that summer that felt like a world-altering experience. It wasnt, even though that movie holds up pretty well. [Alex McLevy]

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What two pieces of unrelated pop culture are forever connected in your mind? - The A.V. Club

Bringing China-US ties where they need to be – Chinadaily.com.cn – China Daily

Editor's Note: Thomas L. Friedman, author, political commentator and weekly columnist for The New York Times, and Wang Huiyao, president of the Center for China and Globalization, discussed online the future of globalization and China-US relations on March 29. Following are excerpts from their conversation:

Wang: How do we view the new trend of globalization?

Friedman: So, the world today, actually, is flatter than ever. We have never connected more different nodes than we have today.

The world isn't just flat now. It's fragile. It's fragile because when you connect so many nodes, and then you speed up the connection between those nodes and you take the buffers out, you get fragility.

Wang: I think globalization is accelerating to some extent, thanks to technology. But the flow of capital and goods, and the flow of talents all have actually become faster and more voluminous than before. What do you think about the future trend?

Friedman: The world is fast, fused, deep and open.

When I say the world is fast now, what I mean is that there's been a change in the pace of change.

Second, the world isn't just flat now, it's fused. We're not just interconnected, we're now interdependent. We're fused by technology and by climate.

Third, the world's gotten deep. Deep is the most important word of this era. Because what we've done now is that we (have) put sensors everywhere. Now our knowledge of that is deep. It's very deep. That's why this word deep. We had to coin a new adjectivedeep state, deep mind, deep medicine, deep research, deep faketo describe the fact that this is going deep inside of me. I can sit here right now in Washington and look at publicly available satellite pictures of different parts of China from Google Earth, from the European space satellite.

And lastly, it's getting radically open. With this, every citizen is now a paparazzo, a filmmaker, a journalist, a publisher, with no editor and no filter.

So the world is getting fast, fused, deep and open. That is the central governing challenge today.

How do you govern the world that is that fast, fused, deep and open? That is our challenge.

Wang: With the world changing fast, the system that we've built is based on the Bretton Woods system after the Second World War. So are we equipped enough to cope with all those new challenges?

I'm glad to see President (Joe) Biden sign the order for the US to return to the Paris climate agreement. As you actually interviewed President Biden before he took office, what do you think about these new buffers that we're trying to build? Are we losing that, because global governance is falling behind now?

Friedman: When the world gets this fast, fused, deep and open, the only way we can govern it effectively is with global complex adaptive coalitions. We cannot manage climate change unless America, China and Europe, in particular, India, and Japan and (the Republic of) Korea, the big economies are all working together.

The problem is the need of complex adaptive coalitions. Governments are becoming more nationalistic.

And even inside countries, companies and political parties are becoming more tribal, right when they need to be more open and collaborative, so the world is fighting with this trend.

Wang: Yes, you're right. I think that it looks like global governance is really lagging behind global practice or globalization.

Friedman: But the problem is that there's a whole set of issues now that can only be managed effectively with global governancecyber, financial flows, trade, climate, labor flowsthey require global governance, but there's no global government.

When the US and China, the two biggest economies start fighting in the middle, the situation gets even worse, basically.

Wang: China joined the World Trade Organization 20 years ago and its GDP has grown by 10 to 12 times. China has been able to prosper as it embraced globalization and lifted 800 million people out of poverty. But sometimes, China is blamed for a lot of things by Western countries.

Could it be that every country has its own problems, and China has to tackle its own problems? Particularly, in the (Donald) Trump era, during which he blamed everything on China for the widening gap when China actually managed to lift 800 million people out of poverty. Maybe, we need to have some sort of global consensus, or have some global new narratives.

Friedman: I think the four decades of US-China relations from 1979 to 2019 will go down as an epoch in US-China relations. Unfortunately, that epoch is over. What was that epoch about? That epoch was a period of what I call unconscious integration, unconscious, not because we weren't thinking about it, but because it was so easy.

For most of those 30-40 years, China sold us mostly shallow goods, clothes we wore on our shoulders, shoes we wore on our feet, solar panels we put on our roof. I call those shallow goods. We sold China deep goods, things like computers, software, things that went inside CCG, right in your officeAmerican computers, software, when you were just selling us shallow goods, we didn't care about your political system.

But if you want to sell me deep goods, if you want Huawei to answer my phonesuddenly, the difference in values matters.

That's where the absence of shared trust between our two countries now really matters. Now, we're having a clash on values in a way we didn't during that 40 years' effort. And that is going to be a problem, because our difference in values is really now making it very, very complicated and because China is wealthier now and more powerful. It's also able to assert itself and its values at home and abroad, more powerfully.

And so, we have a lot of work to do. The big question is, can we get back to a joint project, a shared project? Because the relative peace and prosperity of the world for those 40 years1979-2019which was the relative peace and prosperity of the world, at the core, was China-US relations. If we rip that apart, the world will not be as prosperous, and it will not be as peaceful.

When it's getting fast, fused, deep and open, it won't be governed the way it needs to be. So we need to have some very deep conversations.

Wang: You are right, we have to look at values but we also should have some new narrative, because I think what China has been doing for the last 40 years, including opening-up, has transformed it beyond recognition.

Particularly this year, the government has announced they have lifted 800 million people out of poverty and they have completed the 13th Five-Year Plan (2016-20) and the first Centennial Plan and they're now launching the 14th Five-Year Plan (2021-25) and also by 2035 China is hopefully going to double its GDP.

So the success of China is not really based on a purely traditional, old and orthodox system, as some Americans understand it. With a system that now combines technology, democracy, market, economy and meritocracy, China is delivering well on its performance.

As Deng Xiaoping said, it doesn't matter if it's a white cat or a black cat, as long as it can catch mice. So if China can lift 800 million people out of poverty, and also keep the COVID-19 toll very low, that's probably the biggest human rights achievement in such a situation.

And maybe we should be a little bit more tolerant of different systems. Like President Biden said, we have competition, even fierce competition, but we can cooperate as well. And as Chinese (State Councilor and) Foreign Minister Wang Yi said at the annual National People's Congress session, for the first time we can have peaceful competition and cooperation. Thus, let's not have another Cold War and a lot of people in China think there's a lot of catch-up to do with each other.

Friedman: The two of us can destroy each other, we can destroy the global economy, we can destroy the global climate. So we are doomed to work together. What bothers me right now is that we're not having the kind of frank but respectful dialogue that we need to. And then walking away from that dialogue with a to-do list.

The 40 years from 1979 to 2019 will be seen as a golden era of global relative prosperity and peace. And the core of it was the US and China. If you rip out that corner, the world will have a bad year, year after year, if we don't find a way for us and China to work together.

Wang: Yes I think as the two largest economies in the world, we have a moral responsibility and duty now to really work together. I agree with you, so journalism should resume, so should the US consulate, and we should intensify the exchanges. China has about 400,000 students in the US and the US has only about 10,000 in ChinaI hope that we can attract more US students to China.

You also mentioned decoupling; I think it's very hard to decouple. When you talked about Huawei, maybe you were saying that we should really let it experiment in the US so as to build trust. Like you said, trust building between us should be given a new start during the Biden administration.

Friedman: I feel very strongly about that because if we go to a tech Cold War, I believe that will be not bad for the world (only) but bad for America (as well). I think the best thing in the world is mutual interdependence. I want China (to be) dependent on Intel chips and I'm totally comfortable if America is dependent on Chinese supply chains. I think the more interdependent we become, the more the politics will follow.

Countries move at different pace, like three steps forward and half (a) step back. I am confident that as China develops not just out of poverty, but also grows a middle class that wants to travel and have its students that go everywhere in the world, the trend line toward openness will continue. So we should have a little confidence in that, too. I think the more we integrate, the more that will happen. But we do have this core trust problem.

There will be trade issues and questions of fairness that are very serious, which we need to address but we need to get away from the Alaska kind of meeting, away from public name calling and get down to some really hard doing on issues such as trade. That's what will actually change the dynamic in the relationship.

Wang: That's right. I saw that President Biden didn't talk about rivalry but competition at the Munich Security Conference. The US administration doesn't seek confrontation. And China always emphasizes peaceful coexistence.

As you said, both sides can do a lot of things. If we have common values such as the prosperity of the world, we can really abandon some old-style mentality and then look at the facts and focus on effectiveness and efficiency.

One of the things I noticed is that there are probably two consensuses in the US Congress. One is on China and another one on infrastructure. The US needs to renovate its infrastructure and China is the best in the world at thatthe longest fast-train network, longest bridges, 80 percent of the longest bridges have been built in China. So maybe the US and China can collaborate.

Maybe, we can elevate the Asian Infrastructure Investment Bank, the AIIB, to the World Infrastructure Investment Bank, which the US and Japan can join, the only two major economies that are still not there. So that's something we can collaborate on.

After 75 years of the UN and after the COVID-19 pandemic, we can have a new addition to global governance. A new mechanism that can secure peace and security, rather than no governance and everybody fighting, and then we'd be really on the brink of a war.

Graham Allison is right, we will face huge mutual destruction if we are not very careful.

So how can we improve relations? I think that opinion leaders like you are great. There's a little bit of cultural difference rather than ideological difference, and we probably need to be more careful when we see the differences.

Friedman: China has a formula for success. We had a formula for success, but we've gotten away from our formula for success. If we are the most dynamic, attractive, compelling economy and society in the world, to me, that's the best policy because people would look at us and say, "we want more of that".

Wang: You're absolutely right. The US and China, as the two largest economies in the world, have to work together. Let's have peaceful competition rather than confrontation and rivalry. We have our differences but let's build a more transparent system with rules in terms of competition.

Friedman: You only get one chance to make a second impression. Not the first impressionyou only have one chance to make a second impression. China and America really need to make a second impression on each other right now. We both need to give each other a new look, a second look. I think that will only happen if we each do something a little hard.

Wang: There is a better way to tell the story of China. And I was glad to see Secretary (of State Antony) Blinken saying that the US now no longer needs to topple any foreign governments. There is more peaceful coexistence now, and China and the US need each other to maintain global stability.

Friedman: I think what happened in Alaska was a necessary throat clearing for both sides. And Joe Biden is a stable president, he is not like Trump. He's a partner for a serious dialogue and I'm still hopeful that both sides have kind of got everything off their chest so that they can sit down and have the kind of dialogue that you and I are having which is honest, frank and respectful but also where we actually agreed to do something and bring the relationship where it needs to be.

The views don't necessarily represent those of China Daily.

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Bringing China-US ties where they need to be - Chinadaily.com.cn - China Daily

Deep in the heart of the Texas Butterfly Ranch – The Picayune

A monarch butterfly lays eggs on an orange butterfly weed, a native plant common to Central Texas. Although it is sometimes called orange milkweed, it does not produce a milky sap like milkweed. iStock image

The Texas Butterfly Ranch is more a state of mind than a place, although it is a location, both online and on the ground in Central Texas. No, there is no mailing address, at least not for snail mail, and you cannot drive up to a building or walk through an office door. To find it online, visit texasbutterflyranch.com.

To find the physical location, step outside anywhere around the Highland Lakes, San Antonio, and Austin in the spring or fall and look for the millions of butterflies migrating through the so-called Texas Funnel. Thats the Butterfly Ranch: the Central Texas Hill Country.

Central Texas serves as a funnel to several migration flyways that come in from the north. When the butterflies are heading south in the fall, they come from across the United States and Canada, heading for the heart of Texas on their way to Mexico. In the spring, they head back the same way.

Monarchs are the only butterfly to make a two-way migration, which is the norm for birds. They are able to overwinter as larvae, pupae, or even adults. They use environmental clues to know when its time to pack up and leave.

It can take up to five generations of butterflies to make the entire 3,000-mile trip when the insects are flying north for summer. The trip south in the fall is a different story.

The monarchs that head south to Mexico for the winter are known as a super generation. They can fly up to 50 miles a day, catching free rides on thermal air currents a mile above the Earths surface. These insects live eight times longer up to eight months than the generation that flew south before them. They can also travel 10 times farther.

The super generation store fat in their caterpillar and butterfly stages, waiting until spring to lay up to 700 eggs.

Both migrations are timed to optimal conditions so that milkweed is in season along the way on which to feed and lay eggs. Milkweed serves as a nursery for monarchs. They lay their eggs on the leaves, which the larvae then eat when they hatch.

The spring migration begins in Mexico with the super generation laying the eggs for Generation 1. When the first generation takes flight, it heads for Central Texas, which is the first stop on the trip north. This is where Generation 1 typically lays its own eggs and Generation 2 is born to continue the trip north.

Each year, the Texas Butterfly Ranch celebrates the bi-annual migration with a butterfly festival, which happens any and everywhere and supports conservation efforts to help stop the declining butterfly population. The virtual events are usually held in the fall.

The festival includes online shopping opportunities for native plants loved by butterflies and virtual workshops in tracking and identifying pollinators in your own environment.

The Texas Butterfly Ranch is located at texasbutterflyranch.com and in the hearts, minds, and backyards of nature lovers deep in the heart of Texas.

editor@thepicayune.com

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Deep in the heart of the Texas Butterfly Ranch - The Picayune

Cultivating a Diverse and Inclusive Culture: Recruiting – ATD – ATD – ATD

Over the next handful of blog posts, we will examine the multiple stages of crafting a culture from the beginning of searching for talent, onboarding, and supporting the employee life cycle and growth and retention. Even while writing this Im taking a deep breath as I consider the work that goes into all of these stages, and it bears reminding that this is a journey and takes time. Like most culture work, its best to think of it in stages and over time, always keeping the bigger picture in the back of your mind while you take deeper dives annually to build upon, develop, and grow your staff, processes, and culture.

These roles are not just skill based or being a great recruiter; those who fill them must have the understanding, knowledge, and background of unconscious bias as well as the desired internal culture and the skills required. They also need to be nuanced in having challenging conversations and influence. When you have this combination, you and your teams are better set for success.

DEI no longer sits on the side but is an integrated function of all areas. This means the partnerships between HR, L&D, and DEI needs to be present and visible to assist in change and education along the way. This journey does not live in these functions alone as it needs care and attention to grow and go deep within the organization. Its pivotal to understand your role in the organization and this movement.

Start by partnering and looking at what skills are needed to do the job. While this is changing, there is still an inclination by hiring managers and others to exaggerate what is required to do the job. We must separate the need versus the want. Dig in deeper with curiosity on what the need is. What do they need to do? What are those skills and behaviors?

With this in mind, examine how and where you post and advertise for the role. If you want to diversify your candidate pool, then you need to diversify where and how you post your jobs. Seek out or expand partnership with community groups who have knowledge of candidates in underrepresented groups and areas.

With so many roles moving to remote work, this has shown you can expand your candidate pools. You can pivot and adapt. If you are committed to diversity, look at offering relocation to roles you previously didnt offer that to.

Examine the language you use in your posting. Is it inclusive? Does it support your goal to attract more diverse candidates? Ask others to examine and offer insight. Above all, stay open and build a curiosity mindset within the hiring group.

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Cultivating a Diverse and Inclusive Culture: Recruiting - ATD - ATD - ATD

The Mavericks Who Brought AI to the World – Review of Genius Makers by Cade Metz – Forbes

Cover of "Genius Makers" by Cade Metz

Cade Metz has had a dream job for the last decade. He has been hanging out with the people responsible for the most important technological developments of our time. He has had a ringside seat at what may turn out to be the pivotal episode in human history.

The book he has written about it, Genius Makers is based on 400 interviews conducted over eight years for Wired and The New York Times, plus another 100 carried out specifically for the book. Many of the people he has interviewed are larger-than-life characters, and given the egos involved and the prizes at stake, there is plenty of drama. If he isnt already in negotiations with someone over the film rights, he probably should be.

Unsurprisingly for a journalist, Metz has a breezy style that is easy and fun to read. He has collected some great anecdotes and aphorisms. If you have already been following closely the events the book describes, you might not learn much, but it will deepen your appreciation for the characters. If you havent been following the development of modern AI, then it will help you understand why there is so much fuss about it.

Many of the anecdotes are about Geoff Hinton, the British AI researcher who kept a flame burning for neural networks through many dark years, and Metz opens and closes his story with him. Hinton is an eccentric, clever, and complicated man: his response to an email asking whether he preferred to be called Geoffrey or Geoff "was equal parts clever and endearing:

I prefer Geoffrey.

Thanks,

Geoff

Several times, the book describes the difficulties caused by the fact that for fifteen years, Hinton has been unable to sit down, due to a badly slipped disc. He can lie down, or he can stand. Hinton explains it with his characteristic laconic humour: Its been a long-standing problem.

Most of the people in this book are very clever indeed, and they like to display it in their humour. Googles senior engineer Jeff Dean is revered for his ability to wrangle large computer systems; Googlers say that the speed of light in a vacuum used to be 35mph, until Jeff Dean spent a weekend optimising physics. They quip that Deans PIN code is easy to hack in theory. It is the last four digits of Pi.

The book isnt organised this way, but Metz describes five phases in the rise of deep learning, which has brought AI to such prominent public attention. In the first phase, Marvin Minsky kills the neural net idea pioneered by Frank Rosenblatt. Minsky is something of a villain in this narrative. The second phase is Hintons Long March. The Chinese Communists only had to march for a year; poor Geoff Hinton had to keep his faith alive for three decades.

He was finally vindicated in the third phase, the AI Big Bang of 2012, when he and his students won the ImageNet competition for image recognition, which led to Google paying $44m for his company in a bidding war against Microsoft and Baidu. Even this was small beer compared with the $650m that Google then paid for DeepMind, a company with 50 employees and no revenues.

The fourth phase was the disappointment and disarray which set in over fake news, and bias in decision-making algorithms. This confusion was lifted slightly in the fifth phase by the arrival of BERT, which stands for bi-directional encoded transformers, a type of natural language processing AI which has produced astonishing results in translation, search, and prose composition.

It is slightly disappointing that Metz doesnt try harder to explain how these technologies actually work. He echoes Richard Feynmans comment that if he could explain the work that won him the Nobel Prize to a layperson, then it wouldnt have been worth the Prize. But Feynman also said that if you cant explain something in simple terms, then you havent really understood it.

Another quibble is that Metz never gives his own assessment of how far AI has really advanced. There is a fierce debate in AI circles about whether the technology has made genuine progress, or whether it is mostly hype. Some think artificial general intelligence is near, while others say that todays systems show no sign of intelligence at all. Some of this boils down to people using different definitions of intelligence, but the answer is hugely significant. There is also resentment on the part of people who have been using the same tools for decades at being told there is a new kid on the block, just because the compute power available is vastly increased, and there is also a great deal more data. It would have been interesting to hear Metzs thoughts on this.

But the book is undeniably charming, and part of that charm is that Metz greatly likes and admires many of his characters. The elegiac final chapter featuring Hinton is genuinely moving. There are also characters about whom Metz is not so sure. Gary Marcus, the contrarian who continually denigrates the achievements of AI systems, is a lovable narcissist, and Metz seems none too keen on Google chairman Eric Schmidt, whom he describes as addressing his audience as he always didas if he knew more than anyone else in the room. He also seems ambivalent about Facebooks Mark Zuckerberg, who has an almost robotic demeanour, blinking his eyes unusually often and, from time to time, making an unconscious clicking sound at the back of his throat that seems like some sort of glitch in the machine.

The reader is left with an intriguing comparison between the worlds two most significant AI labs. Both of them have the avowed goal of creating artificial general intelligence. Both of them think this development is inevitable, and that it should be an overwhelmingly beneficial outcome for humanity. They differ about the timescale - but not by all that much, in the scheme of things. DeepMinds CEO Demis Hassabis thinks AGI might arrive by the end of this century. OpenAIs CEO Sam Altman thinks it will arrive much sooner, maybe within a couple of decades. If either of them is right, we should probably all be paying a lot more attention to the implications.

Cade Metz

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The Mavericks Who Brought AI to the World - Review of Genius Makers by Cade Metz - Forbes

‘I can’t unsee them’: Rockland woman copes with trauma from Haiti earthquake by writing – Enterprise News

ROCKLAND In the mountainous countryside of Des Cayes, Haiti, young Islande Schettini tucks herself away from the outside world.

Sitting next to a low hanging tree, overlooking a shallow river, Schettini loses herself in a fictional world of a good book, not knowing one day she'd publish a book of her own in a country far away.

The self-published author who currently lives in Rockland and previously lived in Brocktonfound writing poetry as an outlet to release the inner trauma. The poetry book "Strength in the Darkness" by Author House publishing is composed of 40 poems about love, the earthquake in Haiti, God, past heartbreaks from a divorce and the crippling nostalgia of leaving Haiti.

"I never learned how to write professionally. Sometimes I feel like I have to write to get my emotions out. I take my pen and start writing. I have these stories in my mind, the plot, the setting. I read so many books, so writing has become so natural to me," Schettini, 36, said.

Schettini fell in love with books at a young age and used them to disappear from reality. After the death of her father and other family members, she would sit somewhere far from human interaction to enjoy her newfound dimension in the spine of a good book.

On Jan. 12, 2010, Schettini's life was flipped upside down as a magnitude 7.0 earthquake ripped through her beloved country, killing three of hercousins in the process.

"Words cannot explain the images I saw during the earthquake. I cannot erase them from my mind. It was horrible. I can't unsee them," Schettini said. "I saw people injured bleeding in the streets, crushed under buildings, bodies being burned because there were so many of them, and the smell in the air, I will never forget it."

More: BSU grad faces her demons writing during COVID. And you can too at her poetry slams.

At the time of the earthquake, Schettini was living in the United States and visiting family inHaiti. She hadplanned to stay for a few weeks then return to the states, but the vacation to see her family was cut short.

Schettini took her belongings and her son, who was born in America and was 7 years old at the time, and flew back to the America, leaving her family behind. She felt guilty leaving everyone abruptly after the earthquake, especially in light of Haiti's devastation.

Schettini was fighting suicidal thoughts and survivor's remorse once she returned to America.

"I kept saying if God kept me alive, that means he has a mission for me. He kept me alive for a reason, and my mom lost her house with everything inside," Schettini said.

During the earthquake, Schettini was sleeping at her aunt's house and was woken by a frantic family member saying to evacuate the home. The aunt's house was the only structure standing on the street.

All the neighbors' houses collapsed into piles of dust and debris. It was a miracle her aunt's house was left untouched, Schettini said.

Despite the house standing, the family was anxious and worried about it collapsing at any point, so they slept outside in tents with the rest of the neighborhood, who lost everything. The transition from living in a home to be exposed to the immediate elements was difficult.

Writing became a new way to heal the depressionand PTSD Schettini was feeling during this dark time in her life, she said. In Haitian culture, depression is a taboo subject. It's not something widely talked about, according to Schettini.

"I never told anyone how I felt, and I was sinking in my deep depression. In my community in Haiti, they don't know what depression is. We don't have time to be depressed," Schettini said.

Schettini was able to power through her depression and eventually heal herself through poetry, she said.

She earned an associate's degree in psychology from Quincy College and went on to receive a bachelor's in psychology from Southern New Hampshire University.

As an elective, Schettini took a poetry course at Quincy college, andthe class assignmentwas to write 20 poems. Herprofessor was impressed by herwork and urged her to publish it.

As an immigrant, she didn't feel confident in her English due to the fact she was still learning, but the encouragement gave her an extra boost of confidence.

And in February, "Strength in the Darkness" was published.

"There's a lot of things immigrants go through, but people don't know about your struggles with English, how people treat you as an immigrant and just your overall confidence as an outsider trying to fit in," Schettini said.

Schettiniis the process of writing short stories and encourages people to follow their dreams, no matter what obstacles are in the way.

As someone new to English, publishing a poetry book in a foreign language was a distant dream that became a reality, Schettini said.

Enterprise Alisha Saint-Ciel can be reached by email at stciela@gannett.comYou can follow heron Twitter at @alishaspeakss.Support local journalism by purchasing a digital or print subscription to The Enterprise today.

Read more:
'I can't unsee them': Rockland woman copes with trauma from Haiti earthquake by writing - Enterprise News

Q&A: How The Atlantic’s Ed Yong navigated a year of deep coronavirus coverage – Poynter

As a bewildered public sought answers to arcane questions about R numbers, spike proteins and vaccine efficacy in 2020, science writers emerged as important sources of public clarity and understanding.

The Atlantics Ed Yong Stands out both for the volume and quality of his work. Yong has worked at The Atlantic as a science writer since 2015 and has been predicting a pandemic almost as long.

In early February, Yong sat down for a Zoom interview (of course) with Stephen Buckley, the lead story editor of Global Press and a member of Poynters board of trustees, for a conversation for Poynters staff and National Advisory Board. Yong spoke about what it was like to cover the pandemic he knew was coming, the challenges of denialism and misinformation and 2020s impact on his mental health.

He also reflects on implications for other kinds of journalism.

That conversation follows, lightly edited for length and clarity.

Stephen Buckley: When did you realize you were covering the story of the century? When did it strike you?

Ed Yong: Probably around March, I think, when businesses were shutting down, schools were shutting down, and people were starting to make their way toward the long period of isolation that many of us are still in.

It was sort of a weird start of the year for me, because I had written about the threat of pandemics in 2018. Two years before that I wrote a piece about whether a Trump administration would be ready to deal with the pandemic. This is something that Ive been thinking about for a while.

But the start of 2020 found me about a third of the way into a long period of book leave, and that was the project that I was focused on while SARS-CoV-2 was making its way around China and then across the rest of the world. So while I was still trying to focus on that project, my colleagues at The Atlantic did a great job with starting to cover the pandemic in the early months of January and February.

But by the time it came to March, it became clear this problem was not ready to go away, it was going to define us as a generation, it was going to uproot all of our lives, and that it demanded the full attention of everyone at The Atlantic. So I dropped my book leave, started covering the pandemic, and continued doing so for the rest of the year.

Buckley: Ed, talk a little bit about the challenges in those early days of covering this pandemic.

Yong: Sure, in many ways they were the same challenges that persisted throughout the entirety of 2020. This is an omni-crisis. It truly is huge in scope, in its stakes. It touches on every sector of society so, while I am a science journalist whos written about pandemics before, this is clearly not just a science story. Its also an education story, a politics story, a culture story. It transcends beats and it transcends areas of expertise, which makes it very challenging to cover.

It also, clearly, involves a lot of unknowns. So much was unknown about the virus, about the disease, about what was happening. In some ways, I think being a science journalist by training helps with that. If we do our jobs correctly, we should be well-geared towards running at uncertainty and embracing uncertainty, rather than shying away from it or being cowed by it.

I think a lot of our training really kicked in in March and April. Rather than to seek out cheap and easy answers for our readers, it drove us towards trying to sort of delimit the bounds of our own expertise, of us as journalists but also as part of a society, how much we knew and how much we did not know.

And I think that there was just so much to write about, there still is so much to write about, so many angles to cover, so many things to possibly dig into. Picking those battles was a challenge right from the start.

Buckley: On top of that, you had this denialism that blossomed. How much of a challenge was that and how did you handle that?

Yong: Its tough. Obviously, I dont think a lot of science or health writers were strangers to the idea of denialism. We are familiar with issues about vaccinations, about climate change, about creationism, about all sorts of different areas that I think we all have had to struggle with for a long time.

Obviously, the pandemic really takes every possible weakness in society and widens them, so to the extent that denialism and anti-expertise attitudes were a problem beforehand, they were exacerbated and widened by COVID-19. Its the same problem that weve dealt with for a long time, but just amplified to the nth degree. And I think that its not just so much the denialism that is a problem, but the constant, persistent nature of that denialism.

COVID-19 is a singular crisis, not like, say, a hurricane or a bush fire or something of that kind. It doesnt just come and go. It lasts. It rolls on for weeks, for months, now for years. And so, all the problems that one faces in covering it last about the same amount of time.

Ive described the process of covering COVID-19 as like being gaslighted on a daily basis by absolutely everyone, from some random person on Twitter to the president of the United States. And that is an ongoing battle that just erodes your soul.

A lot of us who worked in health and science joked that covering the pandemic was a case of trying to find new and exciting ways of saying exactly the same things again, and again, and again. So, the problems that we were facing in March repeated themselves in the summer, again in the fall and winter, again, and again, and again. So you have to find sort of creative ways of getting across the same messages.

I dont think people are used to crises that roll on for this amount of time and so, after a while, people start asking questions like, so what is new? Whats the new thing about the pandemic? And, often, the new thing is actually the old thing but skipped forward a few months. Trying to cover that kind of rolling, repetitive crisis is very challenging.

Buckley: So how did you do that?

Yong: Thats a good question. The Atlantic has a very good atmosphere. Its got a newsroom which is highly generative. We make extensive use of Slack. Everyone at The Atlantic the people who cover science and health, and the pandemic, in particular are constantly there, sharing ideas, posting links to other peoples stories, asking questions, trying to collectively make sense of this story amongst ourselves. And that generative atmosphere is really useful for any individual reporter trying to find the right stories to tackle. It makes us as a newsroom collectively stronger than the sum of our parts, and for me personally.

When I came back from book leave, I was given a very specific mandate, which was, Dont just do small piecemeal stories that are going to look at one tiny pixel of this bigger picture. Take the biggest possible swing you can take. I realize Im horribly mixing metaphors here but bear with me. Take the biggest possible swing, do a story that is really going to help ground our readers, and give them a sense of stability in the midst of all this turmoil that were all facing.

The first piece I wrote was called How the pandemic will end, and it really was a 50,000-foot look at the present, future and far future of COVID-19. And it was one of a succession of features that I did. I spent all of last year writing, I dont know how many it was now, somewhere between 15 and 20 very big, 3,000 to 8,000-word feature stories, and various stories of smaller length. All of these were attempts at trying to second-guess the imminent zeitgeist, to try and predict the kinds of questions that our readers would be asking that maybe even themselves didnt realize that they were asking. So how would the pandemic end was one of them. Why is everything so confusing? Why are we making the same mistakes again, and again, and again?

Ive used this metaphor to death but Im going to repeat it because it works for me: Compare the pandemic to a raging torrent, a body of water that moves at high speed and threatens to sweep us all away and drown us in this sea of information and also misinformation. I think of good journalism as a platform in the middle of that, something for people to stand on so that they can observe this torrential flow of history moving past them without themselves getting submerged in it. And thats the kind of mindset that I tried to bear in mind throughout 2020 and the kind of purpose that I was trying to instill in the work that I was doing.

Buckley: So you said that you were thinking about questions that the audience hadnt even thought of yet. Obviously, The Atlantic gets a pretty sophisticated audience. Were you thinking of someone specific as you were writing these stories?

Yong: Not really. Its funny, in science writing in particular theres often this old idea of trying to explain things to your grandmother, which is both ageist and sexist. So, for us, we were just trying to think of what all of us were thinking of.

For a story this big and this all-consuming, we are all readers as well as producers of the news, so my colleagues had questions that they were asking about from positions of no expertise. And, by sort of doing that for each other in a way that was largely bereft of ego and arrogance, I think we could act as each others hypothetical, platonic readers. I think that really helped us try and work out what was sort of coming down the pipeline, and what type of things you could cover.

I remember being in umpteenth Zoom calls with other colleagues when people would ask questions that to me were frustrating, that made me think: I covered this in my last piece. But thats a clue, that tells you the sort of things that are still lingering and that feel like theyve been unanswered in even the minds of people who are paying very close attention, and therefore need to be addressed again.

Buckley: Ed, can you talk a little bit about how this experience has changed you as a reporter?

Yong: Well, Im more tired than I was at the start of 2020.

I sort of hinted at this earlier, when I said this was an omni-crisis that transcends beats, and to cover the pandemic well, I tried to reach out to a much, much broader range of sources than the types of people I normally talk to for a science story. Not just virologists and immunologists and epidemiologists, but also sociologists and historians and linguists and anthropologists. So people could come from a lot of different backgrounds and a lot of different lines of expertise to offer. And that was absolutely crucial for writing the kinds of pieces that I think actually made a difference, that showed the full extent of the pandemic as a thing that impacts all of society, and thats not just a science or health story.

So, that does make me think what actually is my beat? Am I a science reporter? Or am I something different than that at the end of 2020, compared to the start of it? I still dont really know the answers to that.

It also has made me think differently about the kind of ambitious work that can resonate with our readers. For a lot of my career, Ive done big features, Ive tackled big stories, but I cut my teeth on and spend a lot of my time on doing the very basic unit of science reporting, which is just to write about a new paper or a new study thats come out. New paper comes out, we write about it, boom, up it goes on our website, we have more content, everyones happy.

And that is what I thought that I might do in March when I came back to working full-time, and actually stepping back from that and thinking, maybe we could do a series of 5,000-word pieces, maybe that would be a good idea. And for that to actually work, to drive millions of views to our sites, tens of thousands of subscriptions, just a huge response from fellow journalists, from our readers, from all sorts of people. In March and April alone, I had several thousand emails from readers in my inbox.

So, for that approach to work, I think, tells us something. I think it tells us something about the type of journalism that matters in moments of crisis. And I think it also tells me about the kinds of environments that allow that journalism to happen. I wouldnt have been able to do that kind of work if my editors hadnt specifically told me to do that, and then giving me the time and space to do so, people werent breathing down my neck every day saying, Can you just write this 600-word story about some new thing thats happened?

When I said that I was going to take two weeks to write a 5,000-word piece, they let me spend two weeks to write a 5,000-word piece, and you cant do it without that kind of environment.

Buckley: That is great, lots of great insights, lots of great lessons. Were there points where you were worried about moving too fast? Was there a moment where you trusted the science, but found out later that the science wasnt as solid? Im thinking about some of the discussions about masks, or how deadly the virus was. How can you accurately convey to the readers what we dont know?

Yong: Its a really good question, and its one of the things that made writing about the pandemic so difficult. Obviously, there are a lot of unknowns, and while there is a lot of consensus from the scientific community on many issues like, for example, COVID is real, there is also a lot of debate around many, many things.

And Im not unfamiliar with this as a science writer. I know through 16 years of doing this that scientists disagree, that published work is often wrong, that science is not a procession of facts, but a gradual and erratic stumble towards slightly less uncertainty. And thats the kind of mindset that Ive brought into reporting about COVID, so its not a case of trusting the science or trusting scientists, its a case of trusting my reporting.

For any topic that I write about, I try and talk to a range of different people, get a range of different views from experts who might well disagree with each other, and then present that to readers. I see that as a strength rather than a weakness, and the more complicated, the more divisive, the more controversial something is, the more people will then be reaching out to comment. I try very hard to integrate across all those different lines of expertise to come to my own conclusions, but then also to showcase that range of opinions to people.

I wrote a piece in very early April about issues of airborne transmission, about whether to use masks or not. That was sort of at the cusp of the mask debate, when it was really quite intense, but when I think a ton of consensus had been achieved. And I look back on the piece and actually feel quite happy about it. It doesnt say wear a mask, but I think it walks readers through the debate in a very careful way, shows what the experts on different sides of that debate think and why they think what they think. I think it leads people towards the conclusion of use masks.

But I trust them to go on that intellectual journey with me, and thats what I tried to do throughout the pandemic for the readers. Its almost like showing them your work, rather than just hitting them with the answer and leaving it at that. I think thats just a much more enriching experience but also one that better stands the test of time.

Buckley: Lets talk about your point about people wanting a new narrative, but the story of the pandemic at many times being really the same story. How did you wrestle with the tug to tell a new story about COVID?

Yong: This is a really great question. It is something that weighed on all of us at The Atlantic very heavily throughout the year. How do we tell new stories about something that so often repeats itself?

Probably, the most important thing to say here is that the ethos for all of us, me and my colleagues, was to do work that mattered to our readers and that helped them, that acted as a public service, and not just find things that are new for the sake of it. As an industry, the fact that we gravitate so much toward what is new and what is novel often reduces the relevance and the usefulness of our work. It sometimes leads our work to be a poor reflection of what is actually happening.

After the U.S. started reopening, I believe it was in May-ish, people gravitated towards stories about people doing things that were different like going back into the world, and protesting stay-at-home orders. These things were not just more visually obvious, but newer, and it glossed over the fact that actually a lot of people were still doing the same old thing. They were staying at home, they were being responsible, they were being safe. Those kinds of stories were lost among this desire to find something new. So we were trying to be very cautious about not looking for new things for the sake of it, just because they are new, but to try to find angles that mattered to our readers.

I think there were a couple that I tried to focus on. So one was actually just making hay of the fact that a lot of things werent new, that we seemed to be stuck in the same rut. I wrote a long piece called America is Trapped in a Pandemic Spiral that tried to break down and analyze exactly why we were making the same mistakes again. It was sort of a nine-part taxonomy of our consistent and persistent failures at dealing with COVID-19. You know, you can turn a problem into a solution.

The other way of wrestling with this question is to look at areas where the ongoing nature and the repetitive nature of the pandemic is part of the problem. The fact that a lot of long haulers still were dealing with symptoms six, seven, eight months into the crisis. The fact that health care workers couldnt get a break, that they were still exhausted and ever more so with each new surge. All of these stories have the repetitive nature of COVID-19 at their core, and they treat them as the impetus for more reporting rather than a problem that we need to fix.

Buckley: What are you doing to take care of yourself as you carry the weight of this international crisis? Have you had COVID? How did you avoid getting sick?

Yong: I have not had COVID, touch wood, and I feel very lucky for that. My wife and I have been basically isolated since March. Weve gone to get groceries, I had one trip to the DMV, we saw maybe like five pairs of friends, once every month or so, outdoors. The only people we spent time indoors with were one other couple who we form a very tight pod with, in December. Thats basically my life. Ive not been to a restaurant since March. Ive not been to a bar. Im taking this very, very seriously.

In terms of self-care, I cant say that I did the best job at that. It was very, very difficult, for all the reasons Ive mentioned: the scope of the story; the stakes; the fact that this reporting was a matter of life and death; the fact that there was so much uncertainty; the gaslighting; the persistent, ongoing nature. The questions you then ask yourself as a result: Does the work Im doing make any difference at all or am I just shouting into the void? And then, on top of that, the actual, same problems that everyone else is dealing with: the dismal nature of being in isolation for so long, missing people, missing your friends.

It was hard, and just the speed at which I was trying to work was very difficult. I took one week off in July, which was great, and then I tried to take another week off in late September and, halfway through that, Trump got COVID. So thanks for that, Donald.

To answer the question, I came very, very close to burning out at the end of the year. I wouldnt say I had depression, but I also would not say I was far from it. What I have done now is to actually fully step away from the pandemic for a few months. So I said that I started this in the middle of a book leave I am now finishing that book. I went back on book leave on Jan. 1, and I will be continuing that way for a few months yet, and its been great.

I think it is important to recognize that this kind of reporting takes a serious mental health toll, to be cognizant of that, and to not see it as a weakness. I did the absolute best I could last year. I worked harder than I have ever worked before. It was untenable, it became untenable, and I needed to stop and step away.

I think it is telling about what pandemic reporting for nine solid months is like, that writing a book now feels like being at a spa. It feels like a deeply relaxing and restorative activity. I have written 25,000 words since Jan. 1, and zero of them were about the pandemic or disaster or catastrophe, and I feel much, much happier at work.

Buckley: Last March, you wrote of the effort to create a vaccine: The first steps have been impressively quick. Last Monday, a possible vaccine created by Moderna and the National Institutes of Health went into early clinical testing. That marks a 63-day gap between scientists sequencing the viruss genes for the first time and doctors injecting a vaccine candidate into a persons arm. How do you rate the development of this vaccine among the scientific achievements youve seen?

Yong: I cant give a league table to you but I think it is undoubtedly impressive. It is, by some way, the fastest vaccine that has ever been developed. This is a challenge that used to take decades, certainly many, many years, and even in March very, very well-seasoned experts in vaccinology were predicting that it might take 18 months, 24 months to get a vaccine. We did it in under 12, which is truly miraculous.

I think there are many reasons for that. A lot of investments were made in exactly this kind of technology, so its not like people had to invent mRNA vaccines from scratch in January 2020. This tech was ready to go. It hadnt entered into market yet, but it was on the way. This tech was developed specifically to develop vaccines at breakneck speed when new pathogens should rise. And it did, so thats great.

How does it compare to anything else? I dont know how you would compare this to the eradication of smallpox or to anything else. I do not think you can weigh scientific value in that way.

I do think that it would be wrong of us to only focus on the vaccine and to see the creation of a vaccine in such a short time as this enormous win. It was a win, but lets not forget that there were many months in which a lot of people died, and things that were done that could have saved them were not done, such as creating a workable national pandemic strategy, such as using mask mandates, massively rolling out personal protective equipment, offering things like paid sick leave, and all these social interventions for people.

America, in particular, and to an extent the world at large, has this very biomedical bias when it comes to medical problems. We look for the panacea. We look for the drug or vaccine that is going to come along and save us. And sure, we have a vaccine now and it is saving us, which is great, but I think if you only look at medical problems through this lens, you miss all the things that allow epidemics to happen: poor sanitation, poverty, racism and discrimination. All of these things make things like COVID-19 much worse than they otherwise would have been. If we only look at vaccines, we miss that bigger picture. I think that we will be equally vulnerable to another pathogen, when the next one inevitably arrives.

Buckley: Whats your sense about the influence of politics of all stripes on what we might want to feel are independent scientific experts, like the Centers for Disease Control and Prevention, the World Health Organization, etc.? Are their experts still credible? Have we deified Fauci to an uncomfortable degree?

Yong: Great question. I think that I personally agree that the deification of any one expert makes me very uncomfortable. It makes me uncomfortable both as a journalist and as someone with a science background, for several reasons.

I think we, as a journalistic community, as a scientific community, and the society at large, are actually really poor at picking heroes. Were not very good at assessing personal merit, expertise, or a lot of other qualities that we really want to be good at assessing.

In science, in particular, I think weve run into a lot of trouble when we elevate any particular person to this extremely high status. Science is about more than that. It is about more than the cult of personality and the individual. We should try and resist that. We should resist that as journalists, too, because I think it makes us too beholden to any particular source.

So, I have a lot of time for Anthony Fauci. I respect him tremendously. He does seem by all accounts to be a good person, which I think matters. But hes only the industrys one of many, and so Im not fond of doing single-source stories. Im not even really fond of doing 10-source stories. Most of the big pieces Ive done, Ive talked to dozens of different people, including Tony Fauci, but Im trying to triangulate across a large number of different sources of expertise, not just from different disciplines, but from different career stages and so on.

So, yeah, I think this is a very salient point about resisting the urge to make too much of any one person. And, obviously, for much of the Trump administration, we didnt exactly have rich pickings to choose from. But I do want us to get back to the situation where someone like Tony is just one expert among many, and one person whose views we should treat with the appropriate amount of skepticism for both of these fields of both science and journalism.

Buckley: From the start of the pandemic, many thought that, as the reality sank in, as red states started to experience the cost, facts and science would prevail. But so many still reject the science. They say this is hyped or a hoax. How do you make sense of this?

Yong: This actually doesnt feel like that enormous a mystery to me. Its very consistent with everything we know about the science of science communication, which is a huge and very interesting field in itself. It fits with everything we know about climate denialism, about anti-vaccination attitudes, which primarily is this: That you cant displace feelings with facts.

Thats a horrible thing for journalists to hear, because were in the business of offering people facts. But people arent empty vessels into which you pour information. People process information through the lens of their own personal identity, through their political identities, through what their communities are saying, through their sense of belonging with their friends and their families. Anything that we write and any information that we give is always going to be passed through the filter of those identities and those sort of cultural values.

And when your political identity, when your own community, when your friends and your family and your social networks are telling you, This is a hoax, this is overblown, dont trust experts, all of that, of course youre going to be swayed by that. Of course every new issue whether its whether to wear a mask or not, whether to stay home or not is going to be embroiled in those same cultural wars.

If all of this hadnt happened in this administration, then sure you would have had some resistance. But I dont think that it would have been as strong as what we have seen. I think the fact that we had Trump on TV or on Twitter every single day, stoking the fires of division, and emboldening those identities that then contributed to this kind of polarized perception, I think that made everything so much worse than it ever needed to be.

I do think, as a lot of people got personal experience with COVID, that changed. Not for Trump, obviously, and I think that didnt help matters. Nor did it help that COVID is so varied some people get it and are fine, and some people get it and die, and many people know folks on both sides of the spectrum. If you have, say, a rural, red-state community that has long thought of vaccines as a hoax, and then COVID sweeps that community, a lot of people are going to die, and a lot of people are suddenly going to change their minds. But a lot of folks are also going to know people who got the disease and were fine, and that is just going to concretize their views.

Even further, there are many different problems here. Theres the very human way in which we all deal with information. Theres the problem that stems from the Trump administration in particular, and for American society in particular. And then theres the very, very varied and heterogeneous nature of this disease. All of which contribute to the very persistent and stagnant nature of some of these beliefs and misinformation.

Buckley: How do you deal with the decline in trust in expertise and institutions? Do you think about educating the public about these complex challenges and how they cant seek technical solutions to adaptive public problems?

Yong: A lot of my work was trying to get at this. The pandemic is such a big problem one that touches on so many different areas of society that it is very difficult to wrap your head around it. You want to slip into nihilism and suggest to people that this is a problem that is too big to comprehend, it is a problem that is so big it is very difficult to comprehend. But it is our job to help people to do exactly that.

Part of the problem with the decline in trust in expertise and institutions is in trying to overly simplify things that are inherently not simple and incredibly complex. You need to offer people quick, sandbaggy things or concrete answers for questions that are still being argued over. And this goes back to what I was saying earlier about trying to get across the nature of uncertainty to people, to sort of delimit the edges of what we know and what we dont know. I think that approach is much better at engendering trust than just saying, Heres the answer, especially when we actually cant confidently say that.

And I actually had a lot of reader feedback which suggested to me that this approach was working. I remember feedback from people saying, Look, I didnt understand so much about the pandemic: Why we were being asked to stay at home, why we were being asked to wear a mask, why we were being asked to do any of these things. Why this was such a complex problem, why a nation like America couldnt seem to tackle it when a lot of other countries could. And a lot of these people were saying, The way youve walked through these problems in the pieces, the way youve dealt with matters of uncertainty, made me feel more confident than the analysis.

Thats something I think about a lot not trying to sort of perform confidence, but to try and engender it by actually being quite modest about what we know and work.

Buckley: Can you talk a little bit more about lessons that other kinds of journalists can take from your coverage of the pandemic?

Yong: Its a slightly hard question for me to answer because I obviously havent worked in other beats except the one that I have experience with. Its a little bit difficult to step into the shoes of someone whos only covered politics or culture before and who asks how you deal with the pandemic.

I return to this idea about trying to grapple with uncertainty and trying to understand how much it is you dont know. This is something that I actively try and do when I do reporting. Im constantly trying to paraphrase what Ive just heard to sources whove just explained something very complicated to me to try and see if Ive actually got things right. Ive asked people repeatedly, What do other reporters get wrong about this specific thing? to try and understand the mistakes that our profession makes. I did this with virologists. I did this with long-haulers. Ive tried to ask sources, What dont we know? What would it take to make you change your mind? How confident are you on a scale of one to 10 of what youve just told me?

All these kinds of questions really helped me. Im not just coloring in my picture of the pandemic, but Im also, through reporting, working out what the edges of that picture are, so I know how much I have left to color in. Thats crucial. It helped me not just to do the best work, but also to be more confident in the types of stories Ive been doing, whether Ive done enough reporting, whether Im asking the right questions.

Buckley: Thats essential humility, Ed, that a lot of journalists dont necessarily have. You called science not fact but rather the stumbling toward truth. Couldnt we say the same about journalism? What parallels can we draw between trust and science to trust in responsible journalism?

Yong: Yeah, absolutely, and I think that the parallels are extremely deep and very useful. I know Ive learned as much about being a good scientist through being a journalist as I did through the two aborted years that I spent as a wannabe Ph.D. student. I think that these two fields do have a lot to teach each other, like the nature of the means through which we inquire about the world, the drive to find out more, to kind of pierce the unknown and to understand more of the world around us. These are the things that drive a lot of us, whether its people who work in science or people who work in journalism.

Buckley: How might Poynter and other journalism leaders best assist newsrooms through the intensity of this work? What could you have used along the way?

Yong: A good question. I actually dont know the answer to this, because I struggled until I stopped.

What could I have used along the way? Certainly the support of my newsroom made all of it possible, made it a lot better than it could have otherwise been. I had the privilege of working with fantastic editors, had support from the very highest levels of my newsroom, and honestly, without that, I would have broken well before December 2020.

I cant emphasize enough how important it is to hire good people and then to let them do the job that you hired them to do. Thats what The Atlantic did for me. They hired me in 2015 as a science reporter and encouraged me to pursue the stories that were meaningful to me. When I wanted to write a big feature about how we would fare in a pandemic at a time when there was no pandemic, my editor-in-chief went, great! and got me every resource possible to do that. And when an actual pandemic happened, they allowed me to do the kinds of stories that I wanted to do.

I had a few assignments but, in the main, it was just me and my direct editor trying to think about what the right ideas were. And thats sort of how a lot of The Atlantic works, and I think thats why we punched above our weight.

Let me get back to this issue of how newsrooms can help the mental health of their staff, because I think that this sort of touches on one of the questions that was asked earlier. A lot of our work as journalists is very, very focused on the present, and a lot of journalists end up being very fragmentary. We look at a big story and we pick off small angles, and we turn those into content, which we publish. But there is huge value in looking at the bigger picture, not picking off the small pieces, but trying to synthesize all of that for our readers. Thats the work that Ive tried to do.

In some ways, I think magazine journalism gravitates towards that more easily because big magazine features are wider in scope, so they look naturally at a lot of different areas in the present, but they also look back in time and ahead to the future. So theyre wider both in the present but also temporally. I think thats the kind of big, expansive journalism that made a difference to me in COVID and I that tried to produce during the pandemic. Its something that we dont often get training in, we dont give each other the space to do, and we perhaps think that it doesnt have a place in an age of short, sharp, punchy, clicky content. I think that the pandemic has just destroyed the latter idea for me. I think it just shows that there is a huge market for deep, broad, long, analytical, synthetic journalism.

And then the mental health question. I dont know the answer to that other than to say that it mattered to me to be able to say, I cant do this anymore, and it mattered even more for my bosses to say, Then you should stop for a bit. And thats a rarity, right? Often, when people say, I cant do this anymore, what we hear in return is, Well, tough luck, journalism is meant to be hard, so get on with it.

Its not meant to be that hard. The work matters, but it doesnt matter enough to break yourself in the doing of it. And I will be thankful to The Atlantic for a long time, not just for giving me the space to do this kind of work, but for them giving me the space to step away from it when I needed to.

Buckley: Great answer. Two more quick questions before we end. How does journalism account for the cumulative effect of our work? Ive been listening to criticism that by focusing on the shortcomings of the vaccines were undermining the bigger message that the vaccines work.

Yong: Yeah, great question again. I think this feeds back to what I just talked about, about thinking bigger, about not just sort of taking this quite fragmentary approach to journalism, by picking off small angles, but always to try and embed the thing youre writing about in the broader context. This is something Ive always tried to do with science journalism, whether its to do with the defining questions of our generation, or something totally fun and throwaway. Its always about trying to embed what is new in the context of what has been, trying to ground any particular small story in the much, much bigger picture and not losing sight of that.

Sure, you can talk about the shortcomings of a vaccine, an important thing to write about, but you cant do that at the expense of all the other things that we need to know about the vaccines. The question is, what is the point of the story? Does the story exist because you needed to write a story? Or does the story exist because it is going to help people understand something about the world around them? And we need a lot more of the latter and a lot less of the former, I think.

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Q&A: How The Atlantic's Ed Yong navigated a year of deep coronavirus coverage - Poynter

Healthcare AI Market 2021 Is Rapidly Increasing Worldwide in Near Future | Top Companies Analysis- Apple, GE Healthcare, Google Deepmind Health, IBM…

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Key Players Landscape in the Healthcare AI Report

AppleGE HealthcareGoogle Deepmind HealthIBM Watson HealthImagen TechnologiesMicrosoftIntelMedalogixLumiataNextHealth TechnologiesWellframeZebra Medical VisionQventusSentrianHealth Fidelity

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Products

SoftwareHardware

Applications

DiagnosticsRobotic SurgeriesVirtual Nursing AssistantsOther

Regions

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

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Executive Summary

Assumptions and Acronyms Used

Research Methodology

Healthcare AI Market Overview

Global Healthcare AI Market Analysis and Forecast by Type

Global Healthcare AI Market Analysis and Forecast by Application

Global Healthcare AI Market Analysis and Forecast by Sales Channel

Global Healthcare AI Market Analysis and Forecast by Region

North America Healthcare AI Market Analysis and Forecast

Latin America Healthcare AI Market Analysis and Forecast

Europe Healthcare AI Market Analysis and Forecast

Asia Pacific Healthcare AI Market Analysis and Forecast

Asia Pacific Healthcare AI Market Size and Volume Forecast by Application

Middle East & Africa Healthcare AI Market Analysis and Forecast

Competition Landscape

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Healthcare AI Market 2021 Is Rapidly Increasing Worldwide in Near Future | Top Companies Analysis- Apple, GE Healthcare, Google Deepmind Health, IBM...