1600891200
Ethics, AI, and Responsible ML: Design Principles and Potential Dangers
As we enter the 2020s, it is interesting to look back at how life has changed over the last decade. Compared to your life in 2010, most of you reading this probably use a lot more social media, watch more streaming video, do more shopping online and, in general, are “more digital”. Of course, this is as a result of the continued development in connectivity (4G becoming prominent, with 5G on the horizon), the capability of mobile devices, and lastly, the quiet and transparent adoption of machine learning, a form of artificial intelligence, in the services that you consume.
When you shop online, for example, you are getting AI powered recommendations that make your shopping experience more pleasant and relevant. And over the last decade, many of you will have interacted with a “chatbot”, a form of AI, which hopefully answered a query of yours or helped you in some way. The difference of a decade is basically the chatbot not seeming that amazing anymore…
The term “Artificial Intelligence” was coined in the 1950s, by John McCarthy, a now famous computer scientist. When you think of artificial intelligence, you may think of HAL 9000, or the Terminator, or some other representation of it from popular culture. It wouldn’t be your fault if you did, however, as, ever since the concept came about, it was an easy fit for Sci-Fi movies, especially ones that made AI the bad guy. If John McCarthy and his colleagues simply termed the area of study “automation”, or something equally less imaginative, we probably wouldn’t have this association today.
An AI like HAL 9000, the sentient computer from the movie 2001, would be considered an “Artificial General Intelligence”, one that has a general knowledge across many topics, much like a human, and can bring all of that together to almost “think”. This is opposed to a “Narrow AI” which would have a narrow specialization - an example would be building a regression model to predict the probability of diabetes in a patient, given a few other key health and descriptive indicators. Technically you could consider this automated mathematics and stats, as the algorithms have been known for more than 100 years, but the progress is building now because the data and the computing power are more available
and affordable.
The AI of today is nowhere close to being an “AGI” though. Instead, the AI projects that we see being worked on are most likely “Narrow AI” Machine Learning projects. That means that we’re safe from any Terminator (for now). However, if we don’t consider ethics as part of the AI creation and development process, even for Narrow AI, we could still unleash tremendous harm on society, even sometimes without realising it.
#ai #artificial-intelligence #machine-learning #microsoft #ai-and-ethics #ethics #hackernoon-top-story #azure
What is GEEK
Buddha Community
1600891200
Ethics, AI, and Responsible ML: Design Principles and Potential Dangers
As we enter the 2020s, it is interesting to look back at how life has changed over the last decade. Compared to your life in 2010, most of you reading this probably use a lot more social media, watch more streaming video, do more shopping online and, in general, are “more digital”. Of course, this is as a result of the continued development in connectivity (4G becoming prominent, with 5G on the horizon), the capability of mobile devices, and lastly, the quiet and transparent adoption of machine learning, a form of artificial intelligence, in the services that you consume.
When you shop online, for example, you are getting AI powered recommendations that make your shopping experience more pleasant and relevant. And over the last decade, many of you will have interacted with a “chatbot”, a form of AI, which hopefully answered a query of yours or helped you in some way. The difference of a decade is basically the chatbot not seeming that amazing anymore…
The term “Artificial Intelligence” was coined in the 1950s, by John McCarthy, a now famous computer scientist. When you think of artificial intelligence, you may think of HAL 9000, or the Terminator, or some other representation of it from popular culture. It wouldn’t be your fault if you did, however, as, ever since the concept came about, it was an easy fit for Sci-Fi movies, especially ones that made AI the bad guy. If John McCarthy and his colleagues simply termed the area of study “automation”, or something equally less imaginative, we probably wouldn’t have this association today.
An AI like HAL 9000, the sentient computer from the movie 2001, would be considered an “Artificial General Intelligence”, one that has a general knowledge across many topics, much like a human, and can bring all of that together to almost “think”. This is opposed to a “Narrow AI” which would have a narrow specialization - an example would be building a regression model to predict the probability of diabetes in a patient, given a few other key health and descriptive indicators. Technically you could consider this automated mathematics and stats, as the algorithms have been known for more than 100 years, but the progress is building now because the data and the computing power are more available
and affordable.
The AI of today is nowhere close to being an “AGI” though. Instead, the AI projects that we see being worked on are most likely “Narrow AI” Machine Learning projects. That means that we’re safe from any Terminator (for now). However, if we don’t consider ethics as part of the AI creation and development process, even for Narrow AI, we could still unleash tremendous harm on society, even sometimes without realising it.
#ai #artificial-intelligence #machine-learning #microsoft #ai-and-ethics #ethics #hackernoon-top-story #azure
1599217456
Mobile Responsive Web Design
Mobile responsive website design will make your site mobile-friendly, improve the way it looks on devices with both large and small screens, increase the amount of time that visitors spend on your site and help you improve your rankings in search engines.
Contact now to Get the best website design services at a reasonable price from Skenix Infotech.
#responsive web design company in india #responsive web design services #hire web designer #mobile responsive design #responsive web design #mobile web design
1618914633
Hire Dedicated Responsive Web Designers - Hire Web Designer
With the different sizes of smartphones and tablets used today, it has become necessary that a business website or app should be able to adjust its size accordingly.
Want to create a responsive web design that adjusts to the screen size itself?
Hire Dedicated Responsive Web Designers from WebClues Infotech that can create magic with their skills. Your Web Applications will adjust to all screen and resolution sizes from the lowest to the highest to offer a good user experience.
Get your responsive design developers based on your project requirement.
Get in touch with us!!
Share your requirements here https://www.webcluesinfotech.com/contact-us/
Book Free Interview with Responsive Web Designers: https://bit.ly/3dDShFg
View Portfolio https://www.webcluesinfotech.com/portfolio/
#hire web designer #hire dedicated responsive web designers #hire dedicated responsive web designer usa #hire web designers #hire dedicated website designers #hire responsive web designers
1621315250
Designing Mobile Apps using the latest UI Design Principles
The mobile technology world is growing at the speed of light, and the apps have become an integral part of our daily life. We can now see an influx of technology with tools that can help create mobile apps. All of them are becoming more accessible and hence people are getting on their first app making journeys. Since the mobile app industry is getting bigger and better than ever, businesses from all corners of the world are trying to develop mobile apps for their operations and marketing. Designing a mobile app for businesses is the first step, though. Company owners are in charge of the basic look and feel of the designed product. With a brilliant mobile app design, one can establish a relationship between app and user very well.
Read Blog Here: https://www.indianappdevelopers.com/blog/designing-mobile-apps-using-latest-ui-design-principles/
#designing mobile apps #ui design principles #mobile ui design #mobile app design #ui design #app design
1596128760
10 Responsive Web Design Challenges And Their Solution
Even though your website works perfectly on a desktop, doesn’t mean it’ll render perfectly on mobile or tablets as well. With the plethora of devices available, you’re bound to miss out a few crucial ones, and hurt your users’ experience. Optimising your website for every single device seems like a daunting task, but what if i told you that you don’t have to do it!
All you need to do is make sure that your website has responsive web design, i.e your content adjusts to different devices automatically, and you’re good to go. But, it is easier said than done, even while making your website responsive, you’re bound to face certain challenges on the way.
In this article on responsive web design, I’ll explore the challenges faced with responsive web design to ease out the process for you. Also, I’ll also explain how to transition to responsive web design and why you should go for it? So, hold on to your seats, coz you’re in for a ride!
What Is Responsive Web Design?
responsive design-google
Responsive Web Design is the design approach where you make sure that the web pages automatically adjust to the different view ports they are being accessed on. In simpler terms, it means making web pages that look great on all devices.
While making your website responsive, you have to ensure that all the elements automatically scale in accordance with the screen size and resolution. This makes sure that all the different users accessing your website using different devices gets a seamless user experience.
Why Should You Go for Responsive Web Design?
#responsiveness #responsive-web-design #web-development #responsive-design #web-design