Machine Learning: The Real Buzzword Of 2020 – Forbes

Artificial intelligence (AI) is a hot topic. Skim tech journals or sites, and you'll undoubtedly see articles focused on how AI is the big technology for 2020. CIOs are discussing how to bring AI into their organizations, and CX leaders are listing AI as a must-have.

But here's the funny thing: AI doesn't really exist not yet anyway. I know many will be surprised to hear this, but before you decide that I'm wrong, consider Merriam-Webster.com's definition: "The capability of a machine to imitate intelligent human behavior."

If you believe this is the right definition of AI, then I ask you: Are there machines imitating intelligent human behavior today? The answer right now is no. If there is a machine that seems smart on its own, the truth is that AI isn't the driver machine learning (ML) is. ML is alive and thriving, yet AI gets all the credit.

It's time to get familiar with ML.

ML powers programs and machines to take data, analyze it in real time, and then learn and adapt based on that information. This is happening today. Think of the recommendations you get for products on Amazon or the shows Netflix suggests you watch. This is all due to ML. It learns your preferences based on your browsing/purchasing/viewing behaviors and then makes intelligent recommendations. The ability to synthesize massive amounts of data in nanoseconds makes machines smart. There's actually nothing artificial about it it's real and at play in our lives already.

Without a doubt, ML is a game-changer for many industries, including contact centers. Similar to the way that automation revolutionized manufacturing, ML can be the missing link to revolutionizing the customer service industry. When leveraged correctly, ML offers enormous productivity gains in customer-facing interactions, empowering contact centers to use bots to perform basic, repetitive tasks. By offloading straightforward work to bots, human agents are free to do work that requires empathy and thought that only they can deliver. This can create an exponentially scalable customer experience workforce in other words, it could solve the industry's oldest and most expensive problem.

ML's potential is big.

Once you know how ML works, I'm sure you can think of ways it has touched your life. But ML's potential is greater than how we're using it. In fact, I don't think we've scratched the surface of its benefits. I believe one of the biggest untapped possibilities for ML lies inside organizations around internal processes. I believe that in 2020, we'll start seeing organizations using ML's data and analysis capabilities to make more informed workforce management decisions.

Instead of contact center managers having to manually sort through data to find out which agents are doing well on a particular day, they can use the insight delivered via ML to see who is providing great service and is able to take on additional customers and issues and, conversely, who is struggling and might need a break. This is an effect of ML's ability to use sentiment analysis and natural language process (NLP) to identify patterns, including patterns in an employee's productivity. ML gives managers informative, real-time data to help them support their staff, which helps employees succeed and helps to deliver an exceptional experience to every customer. Win-win.

When you have machines that can learn about your processes, customers' and employees' needs, and goals, you have the knowledge to make iterative, positive changes to your business. This can lead to:

Better employee experiences and a more engaged workforce with less turnover.

Better, more personalized, lower-effort customer experiences.

Reduced staffing expenses and higher revenue potential.

Streamlined operations by partnering humans with bots.

If you're not a computer science nerd, the concept of ML might feel unrealistic, expensive or difficult to deploy. In short, it seems risky. However, I believe this is a technology your business should be using. Here are some tips to make the transition to ML less intimidating:

1. Do your research. While you should feel a sense of urgency to integrate ML into your business, don't make hasty decisions. Take the time to get a solid understanding of your customers' needs. You don't want to start using just any solution, but one that best matches your business needs.

2. Choose the right ML-powered bot. Just like any other technology, there are options. Make sure you find a bot that meets the needs of your business and offers the services that make life better for your customers and your employees. Not every bot is built alike.

3. Don't forget about your people. Leveraging the right technology innovation is critical to your business, but so is investing in your people and ensuring that the tech and the humans are working together harmoniously.

4. Realize that you're never done. It's important for leaders across all businesses to realize that customer experience is constantly evolving and that we must always be watching, evaluating and tweaking. Don't be afraid to make changes or modifications to your ML plans. If something isn't producing the results you want, find the issue, and make a change. Learn, and keep going. If you have a win, isolate what worked, and replicate it. Similar to the first tip, this isn't a race, so be thoughtful about what you're doing, and ensure it resonates with your business objectives as well as your customers' and employees' needs.

ML isn't the way of the future it's the way of the present, and I can't think of one reason you would knowingly decide to be late to the game. Your business deserves to work smarter, and this is the power of ML. Are you ready?

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Machine Learning: The Real Buzzword Of 2020 - Forbes

Could vaping play a role in coronavirus infections among the young? Maybe – Canon City Daily Record

By Kristen Jordan ShamusDetroit Free Press

DETROIT Gov. Gretchen Whitmer spoke directly to young Michiganders on Monday as she announced an executive order requiring people to stay home to avoid spreading novel coronavirus.

Young people, Im talking to you now, Whitmer said. Youre not immune from this. You can get this virus. You can carry this without even knowing it and be unknowingly exposing others to it.

Theres been this misperception that if youre young, youre not susceptible to COVID-19. The fact of the matter is in America, we are seeing severe consequences in our younger people in ways that they havent seen it in other parts of the world.

She speculated that vaping might be contributing to the 41% of people ages 20-49 in Michigan who have contracted the virus, according to data from the Michigan Department of Health and Human Services. Despite a spate of vaping-related lung injuries nationally in 2019, the habit is popular among young people.

Ive talked to more than one physician who has observed, and perhaps theres too little science to know precisely if this is whats going on, but vaping is a lot more popular in the United States than it is elsewhere, Whitmer said. And that compromises your respiratory system and makes you more susceptible to respiratory illness.

Dr. Samuel Allen, a pulmonologist at Beaumont Health, told the Free Press that its too soon to say what role vaping is playing in the global coronavirus pandemic, which, as of Monday night, had infected about 375,000 people and killed at least 16,400, according to the Johns Hopkins COVID-19 Global Case Tracker.

Theres really no scientific evidence that links the two, he said. First of all, its because vaping itself is relatively still in its infancy. So is it plausible as a kind of an interesting observation? Yeah. But as far as a scientific link, theres none.

But, Allen said, a person who has lung injury from vaping probably would be more likely to be severely sickened by COVID-19 than someone without vaping-related lung injury, just as a cigarette smoker, someone with chronic lung disease, diabetes, immune suppression or heart disease would.

Dr. Meilan Han, a pulmonary specialist at Michigan Medicine and professor at the University of Michigan, said that while most of the research about the novel coronavirus suggests older people are more likely to be hospitalized and die of the disease, we certainly do know that there are young people in the United States that clearly are experiencing severe disease and are on ventilators.

And so people have been hypothesizing as to what some of the risk factors might be. We dont have a lot of published data from the U.S., so were looking to the little bits of published data that are coming out of China. What theyre seeing is that one of the risk factors does appear to be smoking.

One report suggests that smokers have a 14-times higher risk of severe illness with a COVID-19 infection than nonsmokers, she said.

We dont have a lot of data on vaping right now, but there is reason to potentially hypothesize that things that cause lung inflammation like smoking, like vaping might increase the risk for more severe disease, she said.

Dr. Arnold Monto, professor of epidemiology and global public health at the University of Michigan, said any connection to vaping and the rate of young people with severe disease from COVID-19 is speculation.

Theres vaping, he said. Young people have gotten sick. Maybe its vaping, but we dont have a link. What we would want from an epidemiologic standpoint is to have the histories of those who became sick and see whether they vaped. But theres no data that I know of, so its pure speculation.

Whitmers stay home, stay safe order also addressed the potential that the number of novel coronavirus cases could overwhelm the health care system as it spreads exponentially through the state.

The death count in Michigan was up to 15 Monday afternoon, and the states total confirmed case count reached 1,328. Whitmer predicted the number of confirmed COVID-19 cases could rise fivefold more over the next week.

We have roughly 10 million people in our state, she said. There is a model that anticipates and if we stay on our current trajectory, just like Italy, over 70% of our people can get infected with COVID-19.

Of that 7 million people projected, about a million of them would need to be hospitalized. Let me give you a little perspective here. We have about 25,000 acute care beds in Michigan. Without additional aggressive measures soon, our hospitals will be overwhelmed. And we dont currently have enough beds, masks, gowns and ventilators.

But if we all do our part and simply stay home, we have a shot at helping our health care system meet our needs. Because this disease cant spread person-to-person if were not out there.

The model Whitmer referenced is a worst-case scenario, Monto said.

I think you have to be prepared for the worst and hope for the best, he said, adding that how Michigan _ and the country fares _ in the days and weeks ahead depends on several factors.

It all depends on how many people have already been sheltering in place as much as they could, Monto said, and how many heed the governors warning and take her order seriously going forward.

A lot of this is dependent on human behavior and those who like to go out and party are still going to go out and party, he said. Short-term, the less contact we have with others who might be infected is the best policy.

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Could vaping play a role in coronavirus infections among the young? Maybe - Canon City Daily Record

No, Senator Cornyn, Bats Are Not To Blame For COVID-19. Thats On Humans – Essence

Since news hit that the COVID-19 (coronavirus) crisis first began in China, there has been a lot of racist language and even violence used to blame the Asian country for the now pandemic. Just last week, President Trump referred to the deadly virus as Chinese Virus and defended a White House staffer who referred to it as Kung Flu.

Another disturbing example of this is Sen. John Cornyn, R-Texas, who, last week, told reporters that the spread of the virus is because Chinese people eat bats.

China is to blame, Sen. John Cornyn, R-Texas, said Wednesday of the virus, which was first identified in Wuhan, China. because the culture where people eat bats and snakes and dogs and things like that, these viruses are transmitted from the animal to the people, and thats why China has been the source of a lot of these viruses like SARS, like MERS, the swine flu. And now the coronavirus. So I think they have a fundamental problem and I dont object to geographically identifying where its coming from.

Per a Foreign Policy report, despite a viral video of a Chinese woman eating bat soup causing people to believe she was patient zero, health officials, including the Centers for Disease Control and Prevention (CDC), have debunked this myth. According to Health.com, one new research article in the Virology academic journal believes the virus started in the wet markets of Wuhan, China, that keep wild animals together and sell them as delicacies or pets. But these markets have been around for generations, so why now?

A CNN report acknowledges that while bats that carry a vast range of viruses and pathogens could be a potential source of the virus, perhaps whats behind this pandemic is the environmental damage humans have caused for decades.

The underlying causes of zoonotic spillover from bats or from other wild species have almost always been shown to be human behavior, Andrew Cunningham, Professor of Wildlife Epidemiology at the Zoological Society of London, explained to CNN. Human activities are causing this.

Cunningham continues that when the natural habitats of these flying mammals are destroyed, they become stressed, which lowers their immune system, causing the viruses they carry to no longer be suppressed.

We believe that the impact of stress on bats would be very much as it would be on people, he said, adding, It would allow infections to increase and to be excreted to be shed. You can think of it like if people are stressed and have the cold sore virus, they will get a cold sore. That is the virus being expressed. This can happen in bats too.

From there, the bats shed their viruses, which is only exacerbated in wet markets that can serve as a terrifying mix of viruses and species, CNN noted.

Kate Jones, Chair of Ecology and Biodiversity at University College London, agreed with Cunningham, telling CNN that destroying wildlife and having to transport animals more frequently than before is having disastrous consequences.

We are increasing transport of animalsfor medicine, for pets, for foodat a scale that we have never done before, Kate Jones, Chair of Ecology and Biodiversity at University College London, also told CNN.

We are also destroying their habitats into landscapes that are more human-dominated. Animals are mixing in weird ways that have never happened before. So, in a wet market, you are going to have a load of animals in cages on top of each other.

The CDC has yet to confirm the exact source of the COVID-19 virus.

*****

ESSENCE is committed to bringing our audience the latest facts about COVID-19 (coronavirus). Our content team is closely monitoring the developing details surrounding the virus via official sources and health care experts, including the World Health Organization (WHO), the Centers for Disease Control and Prevention (CDC) and the Occupational Safety and Health Administration (OSHA). Please continue to refresh hub for updates on COVID-19, as well as tips for taking care of yourselves, your families and your communities.

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No, Senator Cornyn, Bats Are Not To Blame For COVID-19. Thats On Humans - Essence

Public Anxiety over COVID-19 Will Increase Without Straight Talk – Commentary Magazine

As state and local governments enforce shelter in place edicts and President Donald Trump publicly mulls how long people should halt all non-essential activities, it is worth revisiting what we know about authority, responsibility, and obedience in times of crisis. Are we the country of Live Free or Die and Dont Tread on Me, or are we able to temporarily suspend essential liberties to accommodate restrictions on our behavior for the common good?

Not all observers are convinced we can strike a balance. Writing at The Atlantic, Ian Bogost argues that acquiescence to even draconian restrictions is more likely than rebellion, although he doesnt think this is a positive scenario. Anne Applebaum details the way this has already unfolded in Europe, where leaders of liberal democracies have easily pivoted to more authoritarian techniques of social control in the name of curbing the impact of the virus. Others have argued for government-sponsored surveillance akin to that practiced by China and South Korea as the only likely way to slow the pandemics spread.

Pundits and policymakers on the left have been the most openly enthusiastic about adopting an every-crisis-is-an-opportunity approach to the pandemic. Late last week, Democratic Majority Whip Rep. Jim Clyburn told his fellow House Democrats that emergency legislation to help Americans during the crisis was a tremendous opportunity to restructure things to fit our vision. On Monday, left-leaning pundits urged them to do just that and hold the legislation hostage until they get what they want. Dems have the leverage here if they hold their nerve, tweeted Dissent contributor Richard Yeselson. Market is going to decline 10-20% tomorrow, so Schumer and Pelosi have to be coldly implacable, he added.

Coldly implacable is a good description of a now-deleted tweet thread offered over the weekend by progressive pundit Anand Giridharadas, who argued, I would rather have a radical Democratic Party and a moderate virus than a moderate Democratic Party and a radical virus, because the virus has no fear of making fundamental changes to our way of life. But so-called moderates have so feared changes to our way of life that we are now left utterly defenseless. His advice? This is a moment to help people survive, and to do so in ways that attack the deeper structural choices we have made to be as vulnerable as we are to this kind of system shock. In other words: make the most of the pandemic by using it to fundamentally restructure society to align with progressive goals.

No wonder Americans are becoming cynical about the information they receive and confused about what to do to combat COVID-19. The Trump administration has been by turns inconsistent and untruthful; some lawmakers seem more eager to take advantage of the situation to score ideological points than to help the country; and progressive activists are keen to make future revolutionaries out of a nation of anxious Americans who are simply looking for guidance during confusing times.

To be sure, from a public health standpoint, it makes sense to look at previous pandemics for practical lessons on the benefits and drawbacks of extreme social distancing measures, for example.

But once enacted, how likely are such edicts to be observed? Should officials use a carrot or a stick (or some combination of the two) to persuade large populations to dramatically change their individual behavior? What emotional appeals might encourage or discourage better behavior and which ones might inadvertently make our response to the crisis much worse? To answer these questions, we need to broaden our perspective beyond merely public health and politics and look at theories of human behavior for guidance. As a few observers have suggested, we are in the midst of a marshmallow test for the nation (after Walter Mischels well-known experiments in self-control). Will we pass?

The marshmallow test was an experiment in individual self-control. By contrast, in a pandemic situation, our policymakers effectively treat us like a crowd. And crowds behave differently than individuals, both online and offline.

In his 1895 book, The Crowd: A Study of the Popular Mind, Gustav LeBon posited a rather dark view of human nature in crowd-like settings, arguing that by the mere fact that he forms part of an organized crowd, a man descends several rungs on the ladder of civilization. LeBon also believed that irrational behavior was contagious and could eventually lead to violence or mass hysteria.

A more nuanced and much less pessimistic view of crowd behavior was offered by twentieth-century sociologists such as R.H. Turner and Lewis Killian, who studied emergent norms in crowd situations, paying particular attention to the power of emotion on crowd behavior. They rejected LeBons contagion theory and argued that crowd actions could be positive or negative.

What most crowd behavior theorists can agree on, however, is that crowds gain their power (and their potential for danger) from their lack of rules and norms. Similarly, during times of crisis, such as a war or a pandemic, everyday rules are often deliberately suspended and behavior must change. Authorities instead rely on hastily formulated regulations and ad hoc norms to ensure public safety.

And this can work, for a time. Humans are quite adept at handling disruption (even on a disastrous scale); they are far less capable of doing so when there is uncertainty about the likely duration of that disruption. Uncertainty about the length of time required for sacrifices and their likely long-term impacts, a hallmark of the current COVID-19 restrictions in place for many Americans, increases mistrust and raises questions about responsibility. The crowd understandably gets restless.

That restlessness increases as the issue of responsibility becomes more acute. In Relations in Public, sociologist Erving Goffman observed, Rules are effective (insofar as they are) because those to whom they apply believe them to be right and come to conceive of themselves both in terms of who and what it is that compliance allows them to be and in terms of what deviation implies they have become. Underlying all of this, he argued, is the fundamental notion of responsibility. Rules work, in other words, when everyone at least partially buys into the idea of their legitimacy.

But what happens when the public perceives their leaders as failing to act responsibly or sees them as flouting the rules entirely? Sen. Rand Paul was vigorously criticized for his decision to go about his usual public activities while awaiting the results of a COVID test (which turned out to be positive). Like other Americans who have willfully threatened the health of others by ignoring public health guidelines, he put others at risk so that he didnt have to inconvenience himself. That isnt just selfish; its irresponsible.

As well, even when his administration does the right thing (such as follow the advice of Dr. Anthony Fauci), Trumps eagerness to absolve himself of responsibility for handling the pandemic feeds into peoples fears that he is more concerned about his own political viability than he is about his obligations to the public.

Americans dont lack the collective will to do the right thing in a crisis; as Jonah Goldberg pointed out, the fact that we have already shut down major cities and ceased many activities is a testament to our willingness to sacrifice. But a pandemic tests the will in new ways. It demands that leaders take ownership of situations that are not of their own making, but for which they nevertheless now bear responsibility.

Our leaders are asking Americans to acquiesce without question and without an end date to harsh restrictions made for the public good. It would be easier to do so if they treated us less like a mob of easily-manipulated children in need of ideological re-education than like the well-intentioned, if understandably anxious, people that we are.

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Public Anxiety over COVID-19 Will Increase Without Straight Talk - Commentary Magazine

COVID-19 Statistics in Instructive, Comforting Illustrations – Hyperallergic

An illustration from artist Mona Chalabis COVID-19 Translationsseries (all images courtesy the artist)

In the tumultuous times of the COVID-19 pandemic,public information about the disease and ways to protect ourselves and others from can have life-or-death consequences. This is a challenge facing artist and data journalist Mona Chalabi, whose instructive and reassuring illustrations about the pandemic have gone viral on social media.

Chalabi, who is a data editor for the Guardian US, is known for visualizing (or translating) complex and heard-to-read scientific data into lucid, colorful illustrations and videos. Her ongoing series, COVID-19 Translations, applies that technique to public service announcements provided by the Centers for Disease Control and Prevention (CDC) and other trusted sources.

Gaining tens of thousands of likes and hundreds of comments on Instagram, Chalabis illustrations visualize data on a variety of questions pertaining to the pandemic from the symptoms of the disease to how to properly practice social distancing including a particularly illuminating post that explains the difference between social distancing, quarantine, and isolation. Each illustration cites the source of information with a caption.

I dont ever report on things when theyre unclear, but I feel that right now its really important to influence human behavior in order to protect our collective health, Chalabi told Hyperallergic.

Yet, the insufficient research on the novel COVID-19 and sciences incomplete understanding of its behavior have confronted Chalabi with difficult moral dilemmas in her work, leading her to veer towards more conservative findings.

For instance, when she researched the question of how long the virus remains alive on different surfaces, she found that neither the CDC nor the World Health Organization (WHO) had any specific guidance on the issue. As a result, she had to make a choice between two academic studies one that claimed that the virus can survive up to nine days on some surfaces, and another that suggested a lifespan of just three days.

While trying to choose between the two, I thought: should I just go with the one that suggests that virus lives longer? Because the worst-case scenario is publicizing the study that suggests a shorter term and possibly making people sick if it turns out that the virus lives longer. She ultimately chose the study that suggested a longer lifespan for the virus.

But these choice dont come without self-doubt, as Chalabi confessed: I want to avoid causing harm, but you could say that Im causing harm by freaking people out or by getting them not to touch things [] Im worried for example about people with OCD [Obsessive-Compulsive Disorder] who might find it triggering.

Misinformation about the virus is rampant online, which only adds to Chalabis anxieties. Every journalist should be so scared these days, she said. Misinformation is killing people. Its a matter of life and death to clarify the public understanding of this outbreak. Her next step, she added, is to assemble a team of experts that would vet her illustrations before they are published (shes currently seeking grantsto facilitate this process).

Chalabi, whos based in Brooklyn, said that she works 12 hours every day on her illustrations while worrying for her family in London, who areunder national lockdown as of today.

Im so conflicted about everything I do these days, said Chalabi. But all I can do is be as transparent as humanly possible about the decisions Ive made as a researcher and why Ive made them. Inaction is not an option.

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COVID-19 Statistics in Instructive, Comforting Illustrations - Hyperallergic

Insights into how behavioural science can improve recruitment offered free to HR and business professionals – Onrec

The leading recruitment platform has partnered with one of the countrys top behavioural scientists, Richard Shotton, to share advice that can be used to support the HR process in four key areas: advertising, interviews, diversity and motivation.

The Monster webinar, Applying Behavioural Science to Recruitment, is due to go live at 11am on Wednesday 25th March. It will give industry professionals and key decision makers insights into human behaviour and advice on how this can be used to successfully connect with the best candidates, increase campaign response, and motivate existing employees.

The webinar will include diverse examples of companies that have already effectively implemented behavioural science into their approach, as well as proven research where common biases have been uncovered. The webinar references over a century of commercial examples and academic research into fascinating human biases, such as the Von Restorff effect, the Pratfall effect, and costly signalling with an explanation of how these can be applied the recruitment process.

Derek Jenkins, General Manager for Monster in UK & Ireland, said: To be able to find and attract the best candidate for a role in this competitive market - and to retain valuable employees - businesses and HR professionals need to do something different. Going beyond the CV, we want to help our customers better understand candidates and staff using psychology and insights into human behaviour.

While originally available exclusively to Monster customers, by hosting the webinar online and giving everyone free access, we hope to share resources and knowledge at a time when many will be working from home and looking for new opportunities for professional development.

Richard Shotton, Behavioural Scientist and Author of The Choice Factory, said: The way people claim to behave versus how they actually behave are two very different things. Recruitment is about understanding people; improving knowledge about the inherent biases in human behavior will have important implications for the industry.

While behavioural science is increasingly used in other sectors, it hasnt been used to its full potential in recruitment yet. Everyone who takes part in the webinar will leave with several easily implemented changes that can be used within their recruitment strategies and campaigns to bring about big improvements.

Those watching the webinar on the launch date will also have access to a live Q&A session with Richard Shotton and the experts at Monster after the presentation.

Further information and a pre-registration form for Applying Behavioural Science to Recruitment can be accessed at http://www.monster.co.uk.

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Insights into how behavioural science can improve recruitment offered free to HR and business professionals - Onrec

Vaping could play role in coronavirus infections among young – Fairfield Daily Republic

DETROIT Gov. Gretchen Whitmer spoke directly to young Michiganders on Monday as she announced an executive order requiring people to stay home to avoid spreading novel coronavirus.

Young people, Im talking to you now, Whitmer said. Youre not immune from this. You can get this virus. . . . You can carry this without even knowing it and be unknowingly exposing others to it.

Theres been this misperception that if youre young, . . . youre not susceptible to Covid-19. The fact of the matter is in America, we are seeing severe consequences in our younger people in ways that they havent seen it in other parts of the world.

She speculated that vaping might be contributing to the 41% of people ages 20-49 in Michigan who have contracted the virus, according to data from the Michigan Department of Health and Human Services. Despite a spate of vaping-related lung injuries nationally in 2019, the habit is popular among young people.

Ive talked to more than one physician who has observed, and perhaps theres too little science to know precisely if this is whats going on, but vaping is a lot more popular in the United States than it is elsewhere, Whitmer said. And that . . . compromises your respiratory system and makes you more susceptible to respiratory illness.

Dr. Samuel Allen, a pulmonologist at Beaumont Health, told the Free Press that its too soon to say what role vaping is playing in the global coronavirus pandemic, which, as of Monday night, had infected about 375,000 people and killed at least 16,400, according to the Johns Hopkins Covid-19 Global Case Tracker.

Theres really no scientific evidence that links the two, he said. First of all, its because vaping itself is relatively still in its infancy. So is it plausible as a kind of an interesting observation? Yeah. But as far as a scientific link, theres none.

But, Allen said, a person who has lung injury from vaping probably would be more likely to be severely sickened by Covid-19 than someone without vaping-related lung injury, just as a cigarette smoker, someone with chronic lung disease, diabetes, immune suppression or heart disease would.

Dr. Meilan Han, a pulmonary specialist at Michigan Medicine and professor at the University of Michigan, said that while most of the research about the novel coronavirus suggests older people are more likely to be hospitalized and die of the disease, we certainly do know that there are young people in the United States that clearly are experiencing severe disease and are on ventilators.

And so people have been hypothesizing as to what some of the risk factors might be. We dont have a lot of published data from the U.S., so were looking to the little bits of published data that are coming out of China.

What theyre seeing is that one of the risk factors . . . does appear to be smoking.

One report suggests that smokers have a 14-times higher risk of severe illness with a Covid-19 infection than nonsmokers, she said.

We dont have a lot of data on vaping right now, but there is reason to potentially hypothesize that things that cause lung inflammation like smoking, like vaping might increase the risk for more severe disease, she said.

Dr. Arnold Monto, professor of epidemiology and global public health at the University of Michigan, said any connection to vaping and the rate of young people with severe disease from Covid-19 is speculation.

Theres vaping, he said. Young people have gotten sick. Maybe its vaping, but we dont have a link. What we would want from an epidemiologic standpoint is to have the histories of those who became sick and see whether they vaped. But theres no data that I know of, so its pure speculation.

Whitmers stay home, stay safe order also addressed the potential that the number of novel coronavirus cases could overwhelm the health care system as it spreads exponentially through the state.

The death count in Michigan was up to 15 Monday afternoon, and the states total confirmed case count reached 1,328. Whitmer predicted the number of confirmed Covid-19 cases could rise fivefold more over the next week.

We have roughly 10 million people in our state, she said. There is a model that anticipates and if we stay on our current trajectory, just like Italy, over 70% of our people can get infected with Covid-19.

Of that 7 million people projected, about a million of them would need to be hospitalized. Let me give you a little perspective here. We have about 25,000 acute care beds in Michigan. . . . Without additional aggressive measures soon, our hospitals will be overwhelmed. And we dont currently . . . have enough beds, masks, gowns and ventilators.

But if we all do our part and simply stay home, we have a shot at helping our health care system meet our needs. Because this disease cant spread person-to-person if were not out there.

The model Whitmer referenced is a worst-case scenario, Monto said.

I think you have to be prepared for the worst and hope for the best, he said, adding that how Michigan and the country fares in the days and weeks ahead depends on several factors.

It all depends on how many people have already been sheltering in place as much as they could, Monto said, and how many heed the governors warning and take her order seriously going forward.

A lot of this is dependent on human behavior and those who like to go out and party are still going to go out and party, he said. Short-term, the less contact we have with others who might be infected is the best policy.

Additionally, Monto said, how quickly the disease spreads in a region also can be affected by what he called super spreaders or people who happen to shed more of the virus than others.

Theres many things we dont understand, he said. What we do know about this virus is that its much less uniform in terms of how much an individual case will spread to another case, he said. . . . We have super spreaders. We have anecdotes of people who dont spread, even though theyre potentially infectious, and we really do not understand this.

Even with most people complying with the shelter-in-place order, Monto said its hard to predict how the U.S. will fare in this outbreak.

Its very hard to model that because everything in the modeling . . . assumes some kind of uniformity.

Han said she is concerned that the rapid spread of the virus could affect not just the amount of available hospital beds, ventilators, Covid-19 test kits and personal protective gear like masks and gowns, but also of doctors, nurses and other trained medical personnel who can treat the sick.

If you look at Italy, Han said, roughly 10% of their Covid patients are health care workers. And that is what we are absolutely trying to avoid.

The supply chain strain on the personal protective equipment and the testing swabs is real. I havent talked to a single hospital that isnt experiencing some strain on the supply, and everyones in some various state of numbering the days or weeks of supply that they actually have left.

Although President Donald Trump announced the federal government is distributing supplies of ventilators and personal protective equipment to states, he said the priority is to give the most to the states that have the biggest outbreaks.

Thats California, New York and Seattle, Han said. But that doesnt mean we dont need it here at home.

We worry because it were not getting prioritized currently on the national front. We know that we dont have the demand yet, but we could be New York in a week, so it definitely has everyone worried.

Im definitely not trying to panic people. Ive spent a lot of time talking to my own patients trying to reassure them, that if they take precautionary measures, do what the governor says stay at home, wash their hands, continue to isolate, I think we can get through this.

But if people just continue to go about their daily business, nobody gets a pass on this.

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Vaping could play role in coronavirus infections among young - Fairfield Daily Republic

Podcast episode examines information, behavior and the government in COVID-19 – Penn State News

UNIVERSITY PARK, Pa. The response to COVID-19 has varied widely from country to country, and even state to state in the U.S. The latest episode of the Democracy Works podcast, produced by the McCourtney Institute for Democracy and WPSU at Penn State, examines some of the reasons why that occurs.

The episodes guest is Nita Bharti, assistant professor of biology and faculty member in the Center for Infectious Disease Dynamics in the Huck Institutes for the Life Sciences. Bhartis work focuses specifically on human infectious diseases and the interactions between social and biological processes in human health.

Bharti said the key to successful public health campaigns is to create messaging thats accurate without being panic-inducing and creates a sense of motivation to act without infringing upon individual liberty.

You can have messaging that suggests something very effective, but people will not comply with it because it's either too extreme, it's too difficult or it flies in the face of their beliefs, Bharti said. You need to be able to reach that medium of something being effective, being compassionate to people's needs and beliefs, and being something that will achieve high compliance because effective messaging is not effective if you don't get behavioral changes.

The differences in response both from government officials and members of the public highlight the differences between democracies and authoritarian countries, which can be much more aggressive about ordering people to take certain actions or not in times of crisis.

However, Bharti said those actions could have diminishing returns, and the goal should be to find solutions that balance individual human rights with the broader public good.

The individual rights and public health push-pull has probably been a part of the conversation for every epidemic we've ever faced," Bharti said. I think we can be really respectful and ethical and not violate human rights and still find effective solutions for stopping outbreaks.

Listen to the podcast episode at wpsu.org/democracy or by searching Democracy Works in Apple Podcasts, Spotify or any podcast app.

Additionally, the Center for Infectious Disease Dynamics is taking questions about the Coronavirus pandemic at askciddpsu@psu.edu. Each week, experts will answer your most commonly asked questions, anonymously. They will attempt to provide the most current accurate information, informed by scientific evidence.

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Podcast episode examines information, behavior and the government in COVID-19 - Penn State News

What Is Maeves Destiny in Westworld? And Other Theories. – The Ringer

I knew social distancing would get weird, but I thought it would take at least 15 days before I wrote about the chances that we are living in a simulation. Ten days minimum. Yet here we are. Westworld Season 3 has only accelerated either my descent into madness or my journey to enlightenment. Lets discuss some prime theories coming out of the seasons second episode, The Winter Line.

Congratulations to all the sim truthers who bought Elon Musks blow torches.

No, Sizemore is not alive. Felix did not revive Maeve and Sylvester did not give her the stink eye. It turns out that Maeves control unit is merely plugged into a simulation machine that looks like a futuristic bong.

Maeve realizes that her mind is in a computer simulation designed to extract information from her and figures out a way to crash the system and escape (albeit briefly). The main reveal that Maeve was in a simulation is shocking enough, but the possibilities stemming from it are virtually infinite. In the season premiere, one of Liam Dempsey Jr.s friends asks whether the Westworld park was a simulation inside a simulation, which naturally leads to another question: Is the entire show of Westworld in a simulation, including the real world with humans?

Spoiler alert: We dont know. Showrunners Lisa Joy and Jonathan Nolan clearly want us to be doubting the shows core reality, but the grand reveal may not be as important as how the characters grapple with the question. Maeves situation in The Winter Line is a state of affairs that echoes matters of consciousness that have been argued for centurieswhat exactly defines existence. Ren Descartes famously said, Cogito, ergo sum or I think, therefore I am. He knew he existed because he was thinking, but anything beyond that was _()_/ (Descartes used emoji, learn your history). A more modern argument, however, built on that theory to ask: How do you know you are not a brain in a vat being manipulated by a scientist (or if this is The Matrix, a race of AI machines)? Westworld wants us to think about this question, and it is not being all that subtle about itMaeves hard drive is literally in a vat.

Serac wants Maeve to stop Dolores, but Maeve might get another idea along the way. Maybe she could use Incites AI, Rehoboam, to disrupt the human world the same way she used all of those maps and the square root of one to disrupt her World War II simulation. If she causes enough human havoc, perhaps she can hack into Rehoboam and discover that all of humanity is in an even bigger version of the vat she found herself in during this episode.

Maeve is not the only one questioning the nature of her reality in this episode. Bernard does some introspection in this episode in the form of digging into his veins. Ive been searching my code on a tablet made outside the park. But if Dolores planted a corruption in my code, that same corruption might mean Id create a tablet to ignore it, Bernard tells Stubbs before sending him off to fight a bunch of henchmen without any weapons.

In English, Bernard thinks Dolores deleted some of his memories, but she didnt hit the empty trash can button, so he can still dig through everything that wasnt permanently deleted. As he scrolls through, we see a spliced set of memories, but thanks to one meticulous Reddit user, surrealsunshine, Bernards deleted files can be viewed as images. There are two key takeaways:

1. Dolores definitely rebuilt Bernard when she was still in Charlotte Hales old body. She also seems to have been making a second host during this process.

2. Dolores seems to have suppressed certain key memories Bernard cannot access from the end of Season 2, including:

If Bernard remembers these things nowand his newfound resolve to find Dempsey suggests that he doeshis relationship with Dolores is likely quite different. All of this also hints at why his personality is so messed up. His alias at the meatpacking plantArmand Delgadois an anagram for Damaged Arnold. Bernard may not know that, but he knows who damaged him.

Serac, a.k.a. Engerraund Serac, a.k.a. that annoying thief from Oceans Twelve, is apparently also the guy who cocreated Incites main AI technology, Rehoboam. But how did Maeve get tied up in this? The same reason Bernards memories are still scrambledDolores covered her tracks. Serac did not know what Dolores did at the end of Season 2 with the missing host data, and when Dolores went missing everyone must have assumed Maeve did it. So Serac put her to the test. Like everyone else, he just wanted to know what happened at the end of Season 2. As Maeve tells the simulated Sizemore: Whoever is doing this has gone to a lot of trouble to test me, find out what I know. You took me to the forge for a reason, didnt you? You thought I could reaccess the world Dolores had hidden from you? Why are you after that world? ... Whoever planned this has their own agenda, and it is certainly not a family reunion.

Seracs agenda is about Rehoboam, the AI that seems to have fixed every problem in the world by predicting all human behavior, but has encountered one unpredictability: Dolores. Serac wants to find the unpredictable being that threatens to disrupt the algorithmic future hes created and kill any potential revolution before it truly gets off the ground.

Thematically, Serac is something else altogether. Westworld is not short on Genesis references. The Season 1 finale has Anthony Hopkinss Robert Ford explain to Dolores at length the similarities between Arnold creating her and Michelangelos The Creation of Adam, pinpointing the idea that the mind creates God. In this weeks episode, Sizemore not-so-coincidentally refers to Maeve as a painting in the Sistine Chapel, which is the showrunners all but screaming at us to compare Maeve to Adam in the Garden of Eden. By the end, where do we find Maeve but in a literal garden? And who resides in that garden but a slithery-ass dude whos eating an apple as he delivers his soliloquy on humankind?

For the most part humanity has been a miserable little band of thugs stumbling from one catastrophe to the next, Serac says with an apple in his hand. Our history is like the ravings of lunatics. Chaos. But weve changed that. For the first time history has an author.

As the creator of Rehoboam, Serac sees himself as that authorbasically God. But if, in actuality, hes the serpent, the rest of Season 3 is not going to go well for him.

The Easter egg to end all Easter eggs appeared this week when Westworld featured a dragon about to be chopped to pieces by two lab techs played by Game of Thrones showrunners David Benioff and D.B. Weiss. (Unlike some of my colleagues, I do not have the energy to be angry at them for how Game of Thrones ended.) In the scene, Weiss turns to Benioff and says he is going to sell the dragon to a startup in Costa Rica. This is a reference to none other than Jurassic Park, which was based on a novel written by Michael Crichton, who also wrote the 1973 movie that Westworld, the show, is based on. (Thats a lot of park content.)

But this begs a larger question: Were the dinosaurs at Jurassic Park ever real? Or were they just robot dinosaurs made to look real? Faking a dinosaur is easier than faking a person. Nobody even knows what a dinosaur is supposed to look like. The dinosaurs dont have to talk, or interact with people, or perform the kind of acts that Westworld robots must (at least I hope not). Hell, if you could 3D print any organism out of primordial oat milk, wouldnt you immediately roll with the T. rex instead of cowboys? Wouldnt Jurassic Park be the first park to open? Doesnt this entire show make more sense if Jurassic Park and Game of Thrones were prequels to Westworld, and it turns out that all of that was going on inside various Delos parks? Was the only real person in Game of Thrones a 13-year-old billionaire named Joffrey?

Disclosure: HBO is an initial investor in The Ringer.

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What Is Maeves Destiny in Westworld? And Other Theories. - The Ringer

Gov. Tony Evers announces ‘Safer at Home’ order coming Tuesday – WTMJ-TV

WISCONSIN A "Safer at Home" order is coming for Wisconsin, Gov. Tony Evers announced Monday morning.

The governor said that the order will be announced on Tuesday.

The order encourages people to stay at home rather than make "unnecessary trips." The order, according to Evers, would still allow workers providing essential care and services to continue traveling to and from work.

"You can still get out and walk the dogsits good exercise and its good for everyones mental health," Evers said on Twitter. "Limit your travel to essential needs like going to the doctor, grabbing groceries, or getting medication."

Kust, James

"In the days, weeks, and months ahead we will continue listening to the public health experts, healthcare providers, first responders, and businesses and workers on the front lines. And as I listen and learn I will continue to share updates with the people of Wisconsin," Evers said.

In Milwaukee, Mayor Tom Barrett and Health Commissioner Jeanette Kowalik announced their own "stay at home" order, which goes into effect at 12:01 a.m. Wednesday.

"The major goal is to change human behavior," said Mayor Barrett. "Change in a way that is safer for the community, safer for all of us."

People who do not follow the order and continue to congregate in public spaces, such as around bars, liquor stores or restaurants will be asked by police to move, but the overall goal of the measure is that people will comply without law enforcement involvement.

As of Monday morning, there have been 401 positive cases of coronavirus in Wisconsin. Five people have died, and 6,230 people have tested negative.

Milwaukee business owners adjust to impacts from COVID-19

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Gov. Tony Evers announces 'Safer at Home' order coming Tuesday - WTMJ-TV