10 Ways AI Is Transforming the Workplace – Toolbox

The convergence of AI and IoT has opened new opportunities. For starters, Artificial intelligence (AI) is a technology that makes it easy for a machine to perform tasks using human-like intelligence. On the other hand, the Internet of Things (IoT) is a technology that enables objects to exchange data. The objects can detect, monitor, and even react to human behavior.

IoT uses artificial intelligence to enhance our lives. One of the areas IoT and AI have made a significant impact on the way we work. The technologies have made the workforce more efficient, effective, and productive. Here are some ways that IoT and AI have changed human experiences in daily life.

Artificial intelligence enhances the skill set of workers. Workers work with machines to do work, accomplish demanding tasks easily, and without too much human effort. For instance, human resource departments use chatbots for training purposes. Call center agents and in house, advisors can also use chatbots to provide consistent answers. These bots also help to answer queries quickly. The customer support staff does not have to keep answering similar and repetitive questions. They can automate the answers to make customer support and service delivery efficient and effective. Essentially, AI allows contact center employees to deal only with emotionally charged issues. IoT has made it possible to bring communications, maintenance, and communication system under one roof.

Eliminating unnecessary tasks is yet another area that IoT and AI have changed human work experience for better. Employees do not have to monitor mundane and labor-intensive tasks manually. These mean that they can focus their energies on meaningful work. This makes the workplace experience even more engaging. As a result, employees get more time to explore new business areas and expand their skills set. Consequently, they become even more productive in more dynamic job roles.

Most corporates are using the internet of things technology to streamline workplace experience. This helps to do away with redundant, reduce routine tasks, and enhance their employees life quality. Management technologies enable business executives to understand what is happening in the workplace, track people's behavior, and interpret their actions. This helps to promote efficient workplace experience that enhances quality of life quality. Sensors form an essential part of proactive operations, which boost employees performance and productivity. A seamless connection makes it easy to overcome barriers in workplaces.

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Unlike humans, machines can work for 24 hours straight a day. They do not experience boredom or sleep, and they neither require a break. You can, therefore, depend on the machines to get a notification even at night. For instance, a chatbot can engage customers at any time of the day.

Whats more, is that Artificial intelligence will take a few minutes to analyze a gargantuan amount of data that would otherwise take hours of human labor to complete. It can also make an informed decision in a split of a minute on routine processes. This saves time and simplifies onerous tasks.

While artificial intelligence is not completely error-free, it is relatively more accurate than humans. It uses available data to make decisions without emotions or opinions. Also, if the system makes mistakes, you can easily fix the same. Workers are prone to making errors, especially while doing mundane and repetitive tasks. Automation can help reduce errors that humans commit due to reasons such as exhaustion.

For instance, if a worker commits an error in the production process, they may end up jeopardizing the whole process. Luckily, businesses can use an algorithm to monitor the whole process ensuring there are no errors. While AI does not eliminate human input, it can make intelligent decisions without bias.

One of the IoT and AI technologies is impacting human lives in daily life is by easing commuting. Transport is an important factor in work experience. Every day millions of people travel from their homes to their workplace using different travel means such as road. Instead of buying a car, you can easily hail a taxi ride using an application. Ridesharing is one of the ways through which technology has impacted how people travel to their work and business venues.

Learn More: How Product Lifecycle Management Simplified the Manufacturing Sector

AI-supported solutions are very important, considering that the market is extremely competitive. The best part is that AI is available throughout and provides up to date information to customers. Most businesses are focusing on reducing delivery time and resolving customer and employee issues very fast. AI also helps to secure customer data. Through data-driven insights, business executives can make faster and better decisions. This helps to build trust with customers.

The Internet of Things significantly enhances financial service through payment cards and mobile devices. For instance, two-factor authentication and fraud detection use the internet of things to ensure clients accounts are safe and secure.

AI reduces errors and boosts customer experiences. This means that you will also boost revenue in addition to saving money. AI uses the information to provide insight and develop knowledge. Using analytics business can predict future outcomes such as piece fluctuations. Companies can utilize AI-powered tools to gain competitive advantage, enhance safety, reduce cost, reduce downtime, and improve operational efficiency. By using powerful AI technology, we can analyze customer spending behavior to make more sales.

One of the biggest benefits of AI and IoT is solving security and safety issues. Automation has enhanced efficiency by reducing human error. This error, especially the supply chain can lead to millions in losses. IoT sensors that use AI significantly detect defects and enhance production. Smart technologies such as Google Assistant and Amazon Alexa enhance smart living by enabling you to automate daily chores at home.

The health sector is one of the areas where humans can collaborate with machines for higher productivity and efficiency. AI enhances health processes, such as diagnosis. A health practitioner can easily access health insights using smart devices. These machines can diagnose and prescribe treatment to patients. This makes it easy for a doctor to treat patients faster and more effectively. The doctors only need to inform the patient about the treatment and help them to understand it. Also, machines handle computational tasks. This allows humans to deal with the task that requires interpersonal skills.

While Artificial intelligence and the internet of things may replace humans in some job roles, the good news is that some new jobs will come up. These technologies have made enhanced work experience making it easier, efficient, and effective. Automation and invention of smart gadgets such as robotic cleaners will only make things better.

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10 Ways AI Is Transforming the Workplace - Toolbox

Against the Medicalization of Behavioral Healthcare – Psych Congress Network

Our field has an identity problem. We are tied to the juggernaut called the medical model. It has generated solutions that have transformed human history, not just the lives of individuals. Any field would want to be part of that story. Yet membership requires looking at problems in a specific way. You may embrace the prestige of the medical model, but you get the clinical focus that comes with it.

The highly successful medical model promises cures for many diagnostic entities. A dilemma is created when this model exceeds its scope and fails to meet its promise. There are many wonderful, life-saving psychiatric medications. That is not up for debate. The pervasiveness of the medical model for solving all our ills is the issue we must confront.

People with cancer and heart disease expect a cure and they often get one through surgery, medication or both. Behavioral health conditions have few cures today, partly since we are focusing on curing aspects of the human condition. Can we cure depression? We can try to limit claims for a cure to specific, potentially biological types. Yet medical model proponents counter with bold dreams.

Many critiques of the medical model have been written, but that is not the purpose here. The goal is to point out where the medical model is not needed and where an alternative exists to help people. This alternative, the consolidated behavioral health (CBH) model, has been described in previous articles, and the remaining debate is how the medical model might diminish the potential of CBH.

Many people fighting stigma believe the medical model has been a friend in this fight. For example, the medicalization of depression helps explain what has been previously opaque. It was a major advancement to view alcoholism as a disease rather than a moral failure. Many are rightly worried about leaving the protection of the medical model.

These gains will not be surrendered under the CBH model. We will remain in a powerful clinical model rather than returning to confusion and moral judgement. A parallel path for normalizing behavioral health issues will be described here. It should be stressed that we can embrace the CBH model and still value psychiatric medications. They exist in parallel.

There will be many more biological solutions developed for biologically based disorders. This does not mean that the entire behavioral healthcare field should be medicalized. The CBH clinical model calls for embracing non-clinical problems, like lifestyle behavior change, that do not call for medication. We also embrace the remarkably efficacious treatments under the general heading of psychotherapy.

One might ask why we need an alternative to the successful medical model which confers legitimacy to disorders included in the diagnostic manual. Reimbursement is an enticing reason to get under the medical umbrella. Yet our powerful services need promotion under their own auspices. The medical model has a dark side, as a bright beacon illuminating inflated hopes for cures that may never exist.

The substance use disorder arena offers a very clear example. Medication-assisted treatment (MAT) is essential for those seeking to end opiate addiction. Psychosocial treatments are essential for recovery. There is no conflict here, only synergy. The biopsychosocial model should be a guiding light. However, it is obscured by the medical model decades after being articulated. Its light is dim in comparison.

Lets celebrate MAT as adjunctive to treatment, rather than a cure. Lets situate SUD treatment under the CBH behavior change model and take hopes for a medical cure off the table for now. If one arrives, we can adjust then. Lets normalize addiction as a behavioral problem that people have battled for millennia. Calling SUD a brain disorder is like pointing to the brain as the site of the mind.

Can treatment providers be adequately reimbursed for behavior change services? There is no question that calling problems illnesses will ease the process of payment. Can we then classify behavioral health problems as a distinct category for healthcare reimbursement? Something like this will need debate. Lifestyle health behaviors may tip the cost-benefit analysis in our favor forever. How?

The CBH clinical model contemplates leveraging knowledge gained in the treatment of mental health and SUD problems for changing lifestyle health behaviors. Realization of that promise could reduce healthcare costs that today are included in the 50% of costs attributable to chronic health conditions. Achieving that goal would make behavior change as valuable from a cost perspective as many cures.

The title of this article might suggest an ideological agenda to some. This is partly because questioning the medical model seems heretical. However, this article, like the CBH model, is driven by empirical research. Ideological biases seem more prominent with those who argue we will ultimately have medical solutions to all behavioral health problems. They allow belief to eclipse research.

This is not a time for supporters of any clinical model to be self-satisfied. The field could use new and better psychotropic medications. Behavior change is real but highly dependent on the change agents, as seen in the literature on therapist effects. The promise of the CBH model for generating better solutions by integrating knowledge from its three domains seems fair. But it is just a promise.

The goal is to have clinical models fairly valued and funded in their own rights. The medical model is having no trouble. The economics of behavior change do not scale as well, especially when one-to-one interpersonal interventions seem necessary. This will be an impediment at times, but success stories exist. Psychotherapy in some cases may be more cost-effective over time than pharmacotherapy.

Opposition to a behavioral model is fed by a constant search for underlying biological causes. Psychology starts with thoughts, feelings and behaviors that we all experience. Some innovators seek causes behind those experiences. Freud epitomizes the many pioneers who developed complex explanatory systems with minimal value. Human experience is still a good and productive guide.

The behavior change model is rooted in experience, but not in a view of people as rational actors. We are emotional, self-defeating, and complicated. Psychotherapy, as the paradigmatic behavior change intervention, often finds strong motivations outside the everyday consciousness of people. We can harness decades of knowledge to help people make lasting changes that vastly improve lives.

Clinical models have value for generating new solutions and organizing established findings. The medical model has proven itself and need not overreach. Medicalizing behavior is a step too far. CBH is also a powerful model with millions of people deriving benefit every day. Lets celebrate our field as combining medical and behavioral models. Evidence will be our best roadmap over time.

Ed Jones, PhD, is senior vice president for the Institute for Health and Productivity Management.

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Against the Medicalization of Behavioral Healthcare - Psych Congress Network

Online Therapy Services Market to Witness Stunning Growth | gaining Revolution with Major Technology Giants – Nyse Nasdaq Live

Advance Market Analytics recently introduced Global Online Therapy Services Market study with in-depth overview, describing about the Product / Industry Scope and elaborates market outlook and status to 2025. A detailed study accumulated to offer Latest insights about acute features of the Online Therapy Services market explores effective study on varied sections of Industry like opportunities, size, growth, technology, demand and trend of high leading players. It also provides market key statistics on the status of manufacturers, a valuable source of guidance, direction for companies and individuals interested in the industry.

What is Online Therapy Services?

Online Therapy Services is a digital-age version of counseling services, also known as telepsychology which deals with human behavior via the internet. It is also known as consulting but on internet grounds. It is one of the major trend growing across the world. People suffering from many mental health conditions are recommended to have these online therapies. Rising stress coupled with a busy life of people are boosting the demand for online therapy services in the market via videos, chatting and textings

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Major Key Players in This Report Include:

ThriveTalk (North America),BetterHelp (united states),ReGain (Australia),TalkSpace (united states),MDLive (united states)

Market Drivers:

Increasing Number of People Who Are Suffering From Mental Depressions

Rising Awareness among People towards Online Therapy Services

Market Trends:

Adoption of Recommended Online Therapies by Doctors

Acceptance of Online Therapies Section on Jobs as Well as In Schools

Market Opportunities:

Growing Accessibility Due to Online Approaches to These Therapies

Increasing Mental Health Problems World Widely

Market Restraints:

Availability of Traditional Method Present In Market

Issue Related to the Subscription Fees of These Therapies

Market Challenges:

Shortage of Online Therapy Providers Available To People Looking For Professional Help

Lack of Digitalization in Regards to Online Therapies in Some Emerging Nations

Competitive Landscape:

Mergers & Acquisitions, Agreements & Collaborations, New Product Developments & Launches, Business overview & Product Specification for each player listed in the study.

The Global Online Therapy Services Market segments and Market Data Break Down are illuminated below:

by Type (Cognitive Behavioral Therapy, Psychodynamic Therapy, Personal Centered Therapy), Application (Residential Use, Commercial Use)

Region Included are: North America, Europe, Asia Pacific, Oceania, South America, Middle East & Africa

Country Level Break-Up: United States, Canada, Mexico, Brazil, Argentina, Colombia, Chile, South Africa, Nigeria, Tunisia, Morocco, Germany, United Kingdom (UK), the Netherlands, Spain, Italy, Belgium, Austria, Turkey, Russia, France, Poland, Israel, United Arab Emirates, Qatar, Saudi Arabia, China, Japan, Taiwan, South Korea, Singapore, India, Australia and New Zealand etc.

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What benefits does AMA research studies provides:

Strategic Points Covered in Table of Content of Online Therapy Services Market:

Chapter 1: Introduction, market driving force product Objective of Study and Research Scope the Online Therapy Services market

Chapter 2: Exclusive Summary the basic information of the Online Therapy Services Market.

Chapter 3: Displaying the Market Dynamics- Drivers, Trends and Challenges of the Online Therapy Services

Chapter 4: Presenting the Online Therapy Services Market Factor Analysis Porters Five Forces, Supply/Value Chain, PESTEL analysis, Market Entropy, Patent/Trademark Analysis.

Chapter 5: Displaying the by Type, End User and Region 2013-2018

Chapter 6: Evaluating the leading manufacturers of the Online Therapy Services market which consists of its Competitive Landscape, Peer Group Analysis, BCG Matrix & Company Profile

Chapter 7: To evaluate the market by segments, by countries and by manufacturers with revenue share and sales by key countries in these various regions.

Chapter 8 & 9: Displaying the Appendix, Methodology and Data Source

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Key questions answered

**Actual Numbers & In-Depth Analysis, Business opportunities, Market Size Estimation Available in Full Report.

Definitively, this report will give you an unmistakable perspective on every single reality of the market without a need to allude to some other research report or an information source. Our report will give all of you the realities about the past, present, and eventual fate of the concerned Market.

Thanks for reading this article; you can also get individual chapter wise section or region wise report version like North America, Europe or Asia.

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Our Analyst is tracking high growth study with detailed statistical and in-depth analysis of market trends & dynamics that provide a complete overview of the industry. We follow an extensive research methodology coupled with critical insights related industry factors and market forces to generate the best value for our clients. We Provides reliable primary and secondary data sources, our analysts and consultants derive informative and usable data suited for our clients business needs. The research study enables clients to meet varied market objectives a from global footprint expansion to supply chain optimization and from competitor profiling to M&As.

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Online Therapy Services Market to Witness Stunning Growth | gaining Revolution with Major Technology Giants - Nyse Nasdaq Live

What Exactly Does Social Habits Have To Perform Together With Sociology? – Rising Sun Chatsworth

Social behavior is. It decides that we are as a nation, how we do in college we have been on the job and also how we act in the most intimate regions of our lives. Social behaviour is so pervading that it affects all which people therefore come in contact and do.

1 significant aspect that behavioral researchers review is human disposition. Human nature and sociologys discipline has begun to perform a role at lots of societal elements of society, like human behaviour and individual psychology.

Social Behavioral Sciences handles the workings of both individual nature and the way that it has influenced behaviour in a variety of ways. how to avoid plagiarism uk It has analyzed everything is socially acceptable and socially accepted. Social behavioral experts decide whether or not these societal thoughts are pertinent to society today.

Social psychologists determine the effects of socialization over somebody. Additionally they utilize societal behavior in general to view if you can find changes in behaviour. Friendly researchers study that such traits like psychology personality, along with also the behavior of a society.

An example of the social behavioral scientist is Richard Herrnstein and Charles Murray. paraphrasingserviceuk.com They researched the impacts of the socialization our mother and father received in.

What they discovered was the socialization a child received from their mothers and fathers experienced an affect the children later on in daily life. There were also.

This has lead. This can be a measure that summarizes link growth, self-actualization, and societal development.

sociological aspects Social and sociological aspects of our lives to influence how individuals believe, believe, and behave in quite a few means. A sociological perspective teaches us we all perceive the world all around us and how we manage our ideas and activities as a way to make order and function.

Sociological theories have contributed to notions of the mind and the way it functions. We have been presented tools and methods to comprehend how we respond, and also the way we feel, how we feel matters through by them. https://en.wikipedia.org/wiki/Prairie_Learning_Centre That has led to comprehension of how our minds work.

Sociological research has led for some very crucial elements of behaviour. Studies group dynamicsaspects, and values also have become part of sociological research studies.

Social Behavioral Science is an equally increasingly important part of studying disposition. By analyzing the manner that individuals believe, act, and socialize with various environments, we develop insight to the way the society operates . Without this, society will be different, and in a number of instances, not run.

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What Exactly Does Social Habits Have To Perform Together With Sociology? - Rising Sun Chatsworth

The cast of ‘Emma’ explains why it’s so important to keep reinventing the Jane Austen novel (exclusive) – Yahoo Sports

Take note, literary-minded movie buffs: Rock photographer Autumn de Wildes spirited new adaptation of Jane Austens romantic novel Emma is coming soon.

The vibrant and funny film is a largely faithful reinterpretation of Austens 1815 book, with Split star Anya Taylor-Joy in the title role of Emma Woodhouse, a charming but shallow society matchmaker who finds joy bringing couples together but is herself unlucky in love.

As with previous adaptations, like the 1996 version starring Gwyneth Paltrow or more loose ones like Clueless Emmas well-meaning actions often land the spoiled heroine in trouble.

De Wildes debut film, adapted by Man Booker Prize-winning author Eleanor Catton, is delightfully mannered, finding rich seams of drama and comedy in the etiquette of the Regency period, and its cast tells Yahoo that, while matchmaking may have evolved, romance hasnt.

[Emma] has universal themes, Bill Nighy, who plays Emmas father in the film, tells Yahoo.

Mia Goth and Anya Taylor-Joy take a stroll in a still from Emma. (Photo: Focus Features)

Theyre famous elements of human behavior, from Emmas control-freakery to coming a cropper doing all that kind of thing ... match-making the wrong people, making all kinds of mistakes.

These are great themes and people dont change. The clothes change, the technology changes, apart from that, the range of human behavior is narrow-ish ... and people pretty much respond to the world in the same way throughout time. So, its always relevant.

Bill Nighy as Emma's father, Mr. Woodhouse. (Photo: Focus Features)

Living with her father in the fictional Surrey village of Highbury, Emma is too busy trying to find suitors for her friends that she fails to see that her own perfect match is right in front of her eyes.

Its this short-sightedness that Johnny Flynn, cast as the rugged George Knightley, thinks revisiting Austens work helps 21st-century society and culture to avoid.

Johnny Flynn as George Knightley in a still from Emma. (Photo: Focus Features)

If we dont keep reinventing these classic texts, we lose a lifeline to the past, Flynn tells us.

And therefore a deeper sense of self-knowledge of our journey through history as human beings. The thing you get from looking at society in the past, is [you see that] beneath the difference in etiquette and language, and how people talk to each other, theres still love and friendship, and people, and we realize whats really important.

Mia Goth's Harriet Smith and Anya Taylor-Joy's Emma Woodhouse take tea in a still from Emma. (Photo: Focus Features)

And some of the stuff thats celebrated in Emma, people are losing touch with today, so I think its a great thing to do for each generation that rediscovers this book.

Emma comes to U.S. cinemas on Friday, Feb. 21. Watch a trailer below.

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The cast of 'Emma' explains why it's so important to keep reinventing the Jane Austen novel (exclusive) - Yahoo Sports

Heres the bizarre formula that drives the robotic behavior of Trumps most cult-like supporters – Raw Story

This is not a post about our president but something more general, a lifestyle that can be adopted by anyone in any arena, at any scale, for any reason, in any culture, disguised as serving any goal. It is an attempt at a unified theory of what makes some humans particularly dangerous company, the product of 25 years of psycho-proctological study investigating the nature and origins of absolutely asinine behavior.

While humans make many errors, some of them horrific, error is not evil. Rather, pretending one is infallible, incapable of error is evil.Evil is the product of people absolutely engaged in the trumpbot lifestyle, and therefore appropriately called trumpbots.

A trumpbot is someonewho simplifies and doubt-proofs their life by means of a simple robotic formula expressed with automatic, robotic confidence. Heres the formula or algorithm could be programmed easily into a natural language AI program:

If it sounds good, its about me. If it sounds bad, its about my competitors.

To apply this formula, one need not attend to the meaning of words, only to their positive and negative connotations. For example, a trumpbot operating in a culture where communist or capitalist has positive connotations, will proudly declare that they are a communist or capitalist respectively. In a culture where communist or capitalist has negative connotations, a trumpbot will accuse his competition of being a communist or capitalist respectively.

What communist, capitalist or any word means is not only unimportant to the trumpbot; it is crucial that the trumpbot ignores all meaning. Their sole and absolute priority is robotic sorting all positives to them, all negatives to threats to them. To pay attention to the meaning of terms would be a bug in the software. It would complicate the algorithms performance, and return the trumpbot to human fallibility.

A robotic, confident insistence is, however, important to trumpbots. Its how they can convince non-trumpbots to attend to the meaning of the words as though the trumpbot cared. Its also how they can wear opponents down and therefore declare another victory in their uninterrupted, infallible winning streak.

The range of people who can become trumpbots:

There are part-time trumpbot hobbyists and paid professional trumpbots. It cant be stressed enough that they can pretend that they care about any cause, indeed, through their relentless robotic confident insistence that they care more than anyone else even though like robots they dont care at all. They are not ideologists; they ideologize thetrumpbotic formula disguising it with a fake ideological mission.

They are often drawn to a mission because it affords them relief from doubt. Once involved with the mission, they adopt the trumpboticformula, the same formula used by all trumpbots, including those of all rival trumpbot cults.

Some are born trumpbotic, some achieve trumpbotics and some have trumpbotics thrust upon them. In studying Nazi administrator Adolph Eichmann, political theorist Hannah Arendt identified the banality of evil, characterized by rationalizingevil as Eichmann did with empty cliches.

I would add two other categories:

The venality of evil: Cruel sado-narcissism, often congenital born with unscrupulous trumpbotic tendencies, as with Stalin.

The carnality of evil: The retaliation of the humiliated, evil achieved through a lust for vindictive power as with incels, the involuntarily celibate.

The banality of evil: trumpbotics thrust upon them by being education deprived and subsumed within a culture undergoing a trumpbotic epidemic, as with Eichmann.

Trumpbotic epidemiology:

Everyone is susceptible. Doubt, uncertainty and overwhelm are universal characteristics of human existence, a product of what distinguishes humans from other organisms, our linguistic and technical competence which exposes us to more doubt-inducing possibilities than any of us can handle. We trudge through life trying to find our way and stay our course through a sandstorm of possibilities that has, with the internet become a sand-typhoon of possibilities.

In human history, this, the information overwhelm internet age (21st Century ADHD)would be the perfect sandstorm, a time of greatest susceptibility to trumpbotic retreat into algorithmic self-assertion, people from diverse cultures finding shelter within the trumpbotic lifestyle. And the more trumpbotic cults feign infallibility, the more it encourages other cults to respond in kind. What results is what we see today: infallibility battles between competing trumpbot cults.

In trumpbot epidemics, the most resistant populations are those that have a visceral aversion to confirmation bias. Confirmation bias is another name for the trumpbots algorithm: If it confirms me Im listening if it doesnt affirm me Im not listening.

Almost all people recognize confirmation bias in others (I hate know-it-alls) but many people think that because they see and hate confirmation bias in others, they must not be susceptible to it. I call this move, exempt by contempt.

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Heres the bizarre formula that drives the robotic behavior of Trumps most cult-like supporters - Raw Story

UW-Madison to Hold 12th Annual Reception Honoring Outstanding Women of Color – madison365.com

The 12th cohort of Outstanding Women of Color awardees will be honored at a reception on Thursday, March 5, 5 p.m. to 7:30 p.m. in the Alumni Lounge of the Pyle Center, 716 Langdon Street. The event to celebrate this years honorees is open to the campus and community.

In a campus tradition dating back to 2007-2008, the celebration of women who share their exceptional scholarship with the campus and community through their dedicated work, outreach and impact was an outgrowth of a similar award launched by UW System in 1994.

It is a privilege to celebrate extraordinarily talented, dedicated and hardworking honorees, who are just a few of the many women on campus and in the community, who never ask for praise or recognition, said Patrick J. Sims, Deputy Vice Chancellor for Diversity and Inclusion. This year we received more than 50 nominations for this opportunity to salute their exemplary contribution to campus and community. That means there is still an incredible number of candidates who need to know we value your tenacity, strength and wisdom.

The 2019-20 seven honorees include:

Desiree Bates, Computational ChemistryLeader,Chemistry, College of Letters & Science;

Shiva Bidar-Sielaff, UW Health Chief Diversity Officer, Madison District 5 City Alder;

Gina Green-Harris, Director, Center for Community Engagement & Health Partnerships, School of Medicine & Public Health;

Eden Inoway-Ronnie, Chief of Staff, UW-Madison Office of the Provost;

Laura Minero-Meza, Doctoral Student, Counseling Psychology, School of Education and 2019-2020 Internship at Semel Institute for Neuroscience & Human Behavior, UC-Los Angeles;

Ahna Skop, Professor, Genetics, College of Agricultural & Life Sciences;

Dr. Jasmine Zapata, Assistant Professor (CHS), Pediatrics, School of Medicine & Public Health and Centennial Scholar, UW Institute for Clinical & Translational Research.

The UW-Madison Outstanding Women of Color Awards acknowledge and honor women of color among UW-Madison faculty, staff, students (undergraduate or post-baccalaureate) and in the Greater Madison community, who have made outstanding contributions in one or more of the following areas:

Social justice, activism and advocacy on behalf of disadvantaged, marginalized populations;

Community service;

Scholarly research, writing, speaking and/or teaching on race, ethnicity and indigeneity in U.S. society, and;

Community building on- or off-campus, to create an inclusive and respectful environment for all.

For more on this years honorees, click here.

In 2007, UW-Madison launched an annual program of awards to women of color for outstanding service in higher education following in the footsteps of the UW System, which began their program of celebrating such women in 1994. More than 50 UW-Madison women of color have been honored in the past decade. Dozens more have been nominated for recognition by their campus and community colleagues and friends.

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UW-Madison to Hold 12th Annual Reception Honoring Outstanding Women of Color - madison365.com

AR, Other Technology Tapped for Expansion by US Ignite – Government Technology

US Ignite, a smart city advisory group for local government, has picked four projectsfor grants as part of an effort to scale successful community initiatives to more residents.

Dubbed Replicating Success, the initiative is a joint effort between US Ignite and the National Science Foundation, one that builds upon the duo's collaboration with the Smart Gigabit Communities initiative. This is its inaugural year, and the first group of recipients for related funding are Austin, Texas; Chattanooga, Tenn.; Eugene, Ore.; and Lafayette, La. More than $160,000 was awarded among the four teams.

According to an announcement from US Ignite, these four projects were selected based on demonstrable social impact, use of advanced technology, and the pre-commercial status of a proposed application or service. The technology involved with each of the projects is varied, ranging from augmented reality training for first responders to expanded use of 4K microscopes in public schools.

Scott Smith is president of Augmented Training Systems (ATS) in Austin, a startup that is a beneficiary of one of the four grants. Smith's companyhas been using augmented reality training in Austin to simulate mass casualty incidents for first responders to train, and the grant will enable it to now expand to other large jurisdictions in the state. The idea is that using AR gives emergency responders a far more realistic idea of what to expect in dire situations.

The unfortunate reality is that face-to-face, didactic, power point, online learning is not enough. And so we need to move beyond that. And we have the technology to do so, Smith said.

Smith has spent the last seven years researching and evaluating the impact of virtual environments on different psychological aspects of human behavior. About a year and a half ago, his company built its training program for Austin, evaluating it against the traditional training program, and found that the AR training outperformed the existing training and reduced errors by about 40 percent. It also increased time on task by about 30 percent, Smith said.

From that we realized how influential the VR-augmented reality environment could be in this space, he added.

With the help of the grant money, it will now work to reach even more responders who can benefit from the application of the new technology. In short, the virtual training system created by ATS has the potential to work with numerous other cities in Texas and beyond. That's the idea behind the program and its grants as a whole, officials said.

The proposals had to be both technically innovative and show demonstrable social impact, said Mari Silbey, director of communications for US Ignite.

Other projects to receive funding as part of the Replicating Success initiative include a collaboration between Chattanooga and schools in that region to expand a program to use high-powered video and microscopy for research to five additional schools.

Separately in Lafayette, the University of Louisiana at Lafayette and the city will collaborate on the Louisiana Smart Community Cloud Platform to deploy hardware and software developed for research purposes across the region for things like flood modeling and emergency operations.

A Digital Town Square developed by the Technology Association of Oregon in Eugene will expand to neighboring Springfield to address regional connectivity issues and bring more affordable gigabit Internet service to Springfield, opening up economic development and other possibilities. The Digital Town Square provides infrastructure to ensure a stable high-speed network at a low cost.

Ultimately, the Replicating Success initiative allows US Ignite to support the replication of the best of the best of these applications, showing how they can deliver benefit at scale, and transition to sustainable deployments that boost innovation, economic development, and quality of life, said Glenn Ricart, Smart Gigabit Communities Lead Researcher, in a statement.

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AR, Other Technology Tapped for Expansion by US Ignite - Government Technology

Better Innovation Through Adventure: Sally Dominguez On 21st Century Design Thinking – DesignNews

The pressure for engineers and designers to come up with increasingly innovative and novel concepts has never been higher. But how are employees and leadership supposed to adapt in a world where failure has become riskier than ever?

Sally Dominguez has worn many hats in her career inventor, educator, journalist, and adventurer. She's spoken all over the world about a modern update to design thinking that she calls Adventurous Thinking. Used by NASA as well as startups and organizations worldwide Dominguez's system points to a methodology for making not only ideas and concepts but existing products, services, and systems more resilient.

Ahead of her keynote at Pacific Design & Manufacturing 2020, Dominguez spoke with Design News*about the 10X Mindset, how her Adventurous Thinking framework leads to innovative thinking, and the importance of failure.

Design News: Can you briefly define the Adventurous Thinking framework and talk about how you came about creating it? Were there particular insights or moments in your own career that led you to it?

Sally Dominguez: I had designed my Nest highchair, accidentally pioneering a new rotomolding finish in the process, and it was winning awards and ultimately acquired by the Powerhouse Museum. Then I invented Rainwater HOG and a new structure for flat plastic tanks. I was judging inventions on TV [for ABC's The New Inventors] so I had a reasonable profile with school students and the NSW Board of Studies asked me to lecture to busloads of teens and their design technology teachers about my design process.

I panicked, because my process is so swirly, the opposite to linear. Then I decided to think hard about what that process actually looked like. I considered all the innovators I had interviewed and worked with as well as my own way of thinking, and I started seeing some common angles. As I identified this concept of poking and prodding and questioning I wondered how I could get someone who felt profoundly uncreative to think in the same way. And I came up with the concept of a diverse set of lenses with particular points of view. The lenses would focus a persons thinking in a particular way, but also refract their usual thinking off on tangent to give them results and insights they would never usually find.

DN: Can you briefly describe the Five Lenses of Adventurous Thinking (Negative Space, Thinking Sideways, Thinking Backwards, Rethinking, and Parkour) and how one should go about applying them. Are these a series of steps, or are they more like tools where each can be applied when needed?

SD: [They're] definitely not steps - the Lenses are not a what you should do they are a how you should look at something based on the theory of multiple intelligences. That is, walking around an issue or thing and poking and pulling from different perspectives gives us greater understanding and meaning, and a proliferation of unexpected options and solutions.

These lenses are not just for ideation. Some are for generating new ideas, but, you know, ideas are worth nothing if you don't do anything with them. The Lenses are designed to apply to an entire process, cradle to grave (or ideally to cradle) and to keep the process decisions and the handovers as open and innovative the entire journey as possible.

Too often all the innovation is at ideation and then delivery funnels down into something incremental. The lenses ensure that processes and other parts of the delivery are equally innovative. So you might use Parkour to come up with ideas or reinvigorate a project that is losing steam; Negative Space and Sideways to hone and optimize them and the way a team works together; Backwards to ensure the delivery not only of a product or service, but also a campaign is as robust, economical, and sustainable as possible; and Rethinking to look at a part of the business you have always done the same way and seek either new unexpected markets, or new scales of impact and delivery.

DN: What is the 10X Mindset? And how does this play into the larger framework of Adventurous Thinking?

SD: The 10X Mindset is the mindset we need to confront the exponential change happening in every facet of our lives right now. The exponential curve is not something humans intuitively understand: We like a linear outlook with a prize at the end and a series of steps. The exponential curves explodes into an ecosystem of stakeholders digitally connected, and this instant connection changes human behavior at a speed and scale we have never seen before.

In order to find opportunity in this chaos we need a mindset that is resilient, opportunistic, and confident with no knowing an answer or an outcome. It's the opposite of the classic MBA mindset. This is brand new territory. Adventurous Thinking developed in order to show people how the swirly thinking of many creative innovators worked, and it turns out to be the perfect mindset to stay optimistic and on point in an era of unrelenting change.

DN: Adventurous Thinking seems based a lot around the idea of creating a flexible mindset that's open to change. In your observation why are we so resistant and rigid in our thinking to begin with?

SD: We are simply comfortable in our expertise. Logic and knowledge are celebrated throughout our schooling and far prioritized over creative thinking. Einstein said it best: "Imagination is more important than knowledge. For knowledge is limited, whereas imagination embraces the entire world, stimulating progress, giving birth to evolution. Thinking in the area of possibility is hard because we don't know the answers and we can't look them up. It is not a place people default to unless they have practiced it and they know the exhilaration it can bring.

DN: Your site mentions A key premise of Adventurous Thinking is a willingness to fail. Can you elaborate a bit on this? How can a willingness to fail be an asset? How do you tell your clients how to reconcile this mindset in a work environment that is increasingly driven by performance and deadlines where failure may not be welcomed or encouraged?

SD: In order to plan business strategy and run the day to day in this new environment of unrelenting change leaders and their teams need to have a stated strategy around failure. Companies are not seeing the growth they have historically been able to plan for because 10% better is no longer yielding results. Change happens too fast, products and services can be copied too fast. Growth will only come with bigger, bolder innovations and those are higher risk. But cheaper to try than ever before.

The new business environment facing everyone in this new era demands an alternative to classic risk-averse planning, but you can't just tell people who are employed to do a job that suddenly it's cool to fail. Failure needs to be demonstrated with full transparency by leadership, outlined in company expectations and assessed during performance reviews.

For instance Cokes 70/20/10 market strategy is a good one: You could tell your team 70% of the time do what you know works, 20% of the time try leading edge developments, 10% of the time try something that nobody else has done. And here is some training and tools to help you get to that space, that moonshot thinking. If every person in an organization is enabled to spend some of their time innovating with 10X thinking in their area, a company will see consistent growth. Failure needs to be defined and the scope built into the Innovation Scaffold of company strategy.

DN: Do you differentiate a willingness to fail from accepting failure?

SD: I think you need to accept that the failure will ultimately move you forward, and in many areas of disruptive innovation you need to accept that your endeavor will most likely fail, without letting that stop you trying. Failing fast is the key. We need to aim higher understand that means a high failure rate, yet still try.

DN: You've worked with a lot of different companies, organizations, and innovators. Are there certain qualities you've observed in your career that successful people and organizations seem to naturally have in common?

SD: The ability to take and give constructive criticism is a key attribute with consistent innovators. If you are working at the bleeding edge you need to be able to hear and appreciate the concerns and morph if necessary, but also be resilient enough to back yourself against criticism again, without taking it personally. I think always being receptive to adjacent opportunities is the hallmark of an innovator working in the exponential change of the Fourth Revolution. And then convincing others to come along for the wild ride!

DN: You've spoken all over the world. Have you observed certain challenges or mindsets that differentiate between cultures? Are there needs and challenges that are unique to the U.S. for example?

SD: Culture definitely has a big impact on collaboration and the way we think about problems. There is a great book called Geography of Thought that looks at the difference between Aristotle thinking - like the USA that places the individual as the focus and Confucian thinking, which is more socially oriented. Those are two completely different ways to consider an issue and they can deliver starkly different results with the same Adventurous Thinking tools.

I left Australia because it has Tall Poppy Syndrome, which means you can't tell people you are good at something or invent something without people wanting to cut you down. Same in Japan and the UK. So that affects the way people talk about their ideas with others. In California you tell someone an idea and they immediately support you and ask how they can help... at least that is how it is where I live!

So, again, that makes a huge difference to the way we share ideas and co-create. I love the USA for idea-sharing, but it is also the place where both my main inventions were ripped off because people are very commercially minded. Latin America is an exciting region in terms of idea sharing and co-creation. Super interested and proactive with new mindset tools, and extremely social and optimistic which helps when dealing with bearable discomfort.

DN: As an innovator yourself, are there any new innovations you find particularly exciting?

SD: I am excited that the rise in unexpected technologies - for example the conversion of CO2 to energy and the creation of hydrogen using solar, and the creation of meat substitutes with yeast - means we can rethink some big planet challenges around sustainable fuels, food production, and a bunch of other complex global issues. I am trying to work out which exponential technologies I could potentially harness to rethink the way we fight bushfires like the ones that have decimated Australias native wildlife.

Sally Dominguez will be delivering the closing keynote, Adventurous 10X Thinking Building the Resilient Mindset for Better Innovation on Thursday February 13th at 1:30PM at Pacific Design & Manufacturing 2020.

*This interview has been edited for content and clarity.

See the article here:
Better Innovation Through Adventure: Sally Dominguez On 21st Century Design Thinking - DesignNews

CBP Moving Forward with Algorithm Update, MOU with NIST on Facial Recognition Evaluation – HSToday

Customs and Border Protection will be advancing its facial recognition technology into a new algorithm next month while maintaining that software used by the Department of Homeland Security is not reflecting racial or gender bias.

Since CBP is using an algorithm from one of the highest-performing vendors identified in the report, we are confident that our results are corroborated with the findings of this report, Office of Field Operations Deputy Executive Assistant Commissioner John Wagner told the House Homeland Security Committee at a Thursday hearing on the National Institute of Standards and Technologys recent report studying facial recognition hits and misses. More specifically, the report indicates the highest performing algorithms had minimal to undetectable levels of demographic-based error rates.

Tests in the December report,Face Recognition Vendor Test (FRVT) Part 3: Demographic Effects, showed a wide range in accuracy across developers, with the most accurate algorithms producing many fewer errors. In one-to-one matching, NIST reported higher rates of false positives for Asian- and African-American faces, notably African-American females, compared to Caucasians; elderly and young subjects were also more prone to false positives. U.S.-developed algorithms yielded more high rates of false positives in one-to-one matching for Asians, African-Americans and native groups, while some algorithms developed in Asian countries showed no such dramatic difference in false positives in comparing Asian and Caucasian faces.

NIST tested 189 face recognition algorithms from 99 developers using four collections of photographs with 18.27 million images of 8.49 million people, using images provided by the State Department, DHS and FBI.

The report also highlights some of the operational variables that impact error rates such as gallery size, photo age, photo quality, numbers of photos of each subject in the gallery, camera quality, lighting, human behavior factors all influence the accuracy of an algorithm, Wagner noted to the committee. That is why CBP is carefully constructed the operational variables in the deployment of the technology to ensure we can attain the highest levels of match rates, which remain in the 97 percent to 98 percent range.

Wagner noted that NIST did not test the specific CBP operational construct to measure the additional impact these variables may have, which is why we have recently entered into an MOU with NIST to evaluate our specific data.

Use of facial comparison technologies, he stressed, simply automates a process that is often done manually today and using facial comparison technology to date CBP has identified 252 imposters. to include people using 75 genuine U.S. travel documents.

We have met three times with representatives of the privacy advocacy community as well as discussions with the privacy and civil liberties oversight board and the DHS privacy and integrity advisory committee, Wagner said. In November, CBP submitted to the Office of Management and Budget a rulemaking that would solicit public comments on the proposed regulatory updates and amendments to the federal regulations.

Peter Mina, deputy officer for programs and compliance at DHS Office for Civil Rights and Civil Liberties, told lawmakers that his office has been and continues to be engaged with the DHS operational components to ensure use of facial recognition technology is consistent with civil rights and civil liberties law and policy.

Second, operators, researchers and civil rights policymakers must work together to prevent algorithms from leading to impermissible biases in the use of facial recognition technology and, third, facial recognition technology can serve as an important tool to increase the efficiency and effectiveness of the departments public protection mission as well as the facilitation of lawful travel, but it is vital that these programs utilize technology in a way that safeguards our constitutional rights and values, Mina said.

Mina said the civil rights office recognizes the potential risk of impermissible bias in facial recognition algorithms and has regularly engaged CBP on the implementation of facial recognition technology in its biometric entry and exit program, including advising on policy and implementation of appropriate accommodations for individuals wearing religious headwear, for individuals with a sincere religious objection to being photographed and for individuals who may have a significant injury or disability and for whom taking photographs may present challenges or not be possible.

Mina said the office has received one complaint regarding DHS use of facial recognition technology but we have not seen a trend and that is when we would actually, in fact, open an investigation in this matter.

NIST Information Technology Laboratory Director Chuck Romine testified that the false-positive differentials in one-to-one matching are much larger than those related to false negative and exist across many of the algorithms tested and said the racial false-positive rates could be attributed to the relationship between an algorithms performance and the data used to train the algorithm itself.

The impact of errors is application dependent. False positives in one-to-many search are particularly important because the consequences could include false accusations. For most algorithms, the NIST study measured higher false-positive rates in women, African-Americans, and particularly in African-American women, Romine said. However, the study found that some one-to-many algorithms gave similar false-positive rates across these specific demographics. Some of the most accurate algorithms fell into this group. This last point underscores one overall message of the report: algorithms perform differently.

Romine told lawmakers that they did test NEC, the brand used by CBP, but we have no independent way to correlate whether those are the identical algorithms that are being used in the field.

CBP is using an earlier version of NEC right now, Wagner noted, and I believe we are testing NEC-3, which is the version that was tested. And the plan is to use it next month in March, to switch over to upgrade, basically to that one.

Wagner stressed that the 2 to 3 percent failure-to-match rate with CBP software does not mean that the person is misidentified, but that we didnt match them to a picture in the gallery that we did have of them, so we should have matched them.

It should be at zero, he said. And that is where we look at the operational variables, the camera, the picture quality, the human behaviors when the photo was taken, the lighting, those different types, and then the age of the photo.

Wagner said there may be a small handful of false positives; Im just not aware of any, but as we built this and tested it we are just not seeing that.

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CBP Moving Forward with Algorithm Update, MOU with NIST on Facial Recognition Evaluation - HSToday