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Opinion Editorials

Should you be scared or fascinated by self-learning AI? Answer: both

(EDITORIAL) As Google’s AI begins to teach itself, how should we non-robot humans react to the self-educating tech?

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Future technology

According to iRobot and Asimov’s three laws, there are only 4 results that can happen from a computer/robot driven future; a Balanced World, a Frustrating World, a Killbot Hellscape or a Frustrating Standoff.

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Now, if you’re like me and have only watched the movie iRobot you’re probably wondering what exactly I’m on about. Good question. I have an answer (well sort of), I promise.

AI Inception in real life?

Recently the creators of Google Home announced that Google’s AI had begun to generate it’s own AI. While on the surface, the sentence, “Google’s AI has begun to generate its own AI” is utterly terrifying.

If you look just a tad deeper, is just about as alarming as burning your morning toast.

You see Google’s AI is actually just a series of algorithms that predict outcomes and then are typically layered on top of one another to create what are called neural networks.

Again, what does this mean?

Well, think of it this way: A Google Home is a machine that can predict results based on a past data set and thus is only one network. Multiple Google AIs are just that – multiple prediction machines working on top of each other, narrowing down the field as much as possible creating in essence a cyber-brain… a neural network… a very precise prediction.

You might have heard the term Auto ML thrown around in the AI conversation. ML (meaning Machine Learning) is used to create neural networks.

ML historically has been a computer, given a data set and then asked to perform a prediction exactly as humans have, but in a much smaller time frame- i.e. data processing on speed. These neural networks created by Auto ML are pretty self-explanatory. They are data sets forced into a computer that is given the capabilities to analyze each data set separately and then against one another and find specific outliers, commonalities, etc.

So Google AI hasn’t really created it’s own AI, it’s just gotten exponentially better at doing what humans do in a fraction of the time.

The tough questions

Where all of this AI business starts to get a bit dodgy is when we can’t figure out how a machine taught itself something or how it came to that rationale.

For instance, the algorithms in the Nvidia autonomous car test. Nvidia is a tech company that provides cars with computer chips that have learned how to drive by watching a human driver.

Learning from humans is all well and good until you provide some hypotheticals.

Hypotheticals such as what if one day the car decides not to stop at a red light and instead hits other cars and pedestrians. The engineers behind the chip and the car can’t explicitly outline how the actions are learned and thus can’t provide any information on how or why an action takes place.

In another instance, 700,000 patient records of actual patients of Mount Sinai Hospital in New York city were put into a computer for analysis. More or less to confirm what doctors had already established but what the computer spit out was beyond what people thought capable. This test, Deep Patient, provided additional diagnoses including predicting schizophrenia, which is a notoriously hard psychiatric disorder to diagnose with relative ease.

Where we’re at

So has google AI created it’s own AI? Has a self driving car learned to drive like a human from a human? Has a computer gotten better at diagnosing mental disorders than a psychologist? No, yes and yes. All of these AI ideas are really quite simple.

They are given input and produce an output.

Where the problem lies is in our abilities to understand how they got from the source to the conclusion. It is like failing math class all over again. One week you get it and the next week, you’re clueless. Google’s creation of it’s own AI is really just its ability to stack on top of itself with precision and ease. As for Nvidia and Deep Patient, it is layered data sets of top of data sets.

Precise to a fault

All of these things, in truth, didn’t just create themselves nor did they create themselves from the data sets we gave them. They created what we asked for, just a much more precise version than we predicted.

As humans, we expect to understand data and trust it, and the next phase of AI will have to include production of rational by these AI machines so we don’t collectively fear it.

#FollowingOrders

Pam Garner is a Staff Writer for The American Genius with a bachelor's degree from the University of Texas, currently pursuing her master's degree in graphic and web design. Pam is a multi-disciplined creative who hopes to one day actually finish her book on all of her crazy adventures.

Opinion Editorials

Women-owned businesses make up 42% of all businesses – heck yeah!

(EDITORIAL) Women-owned businesses make a huge impact on the U.S economy. They make up 42% of all businesses, outpace the national growth rate by 50%, and hire billions of workers.

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Women entrepreneurs make history in the U.S as female-owned businesses represent 42% of all businesses, while continuing to increase at DOUBLE the national growth rate!

Women are running the world, and we are here for it! The 2019 American Express State of Women-Owned Businesses Report, states 13 million women are now self-employed entrepreneurs. From 2014 to 2019, women-owned businesses grew 21%. Think that’s impressive? Well, businesses owned by women of color grew 43% within the same timeframe, with a growth rate of 50%, and currently account for 50% of all women-owned businesses! Way to go! What this also means is that women employ over 2.4 million workers who together generate $422.5 billion in revenue.

What can we learn from these women that’ll help you achieve success in your businesses?

  1. Get informed: In a male-dominated business industry, women are often at a disadvantage and face multiple biases. So, know your stuff; study, research, and when you think you know it all…dig deeper!
  2. Stay hungry: Remember why you started this journey. Write down notes and reminders, goals, and inspirations, hang them up and keep them close.
  3. Ask for advice: Life is not meant to go through alone, so ask questions. Find a mentor and talk to people who have walked a similar path. Learning from them will only benefit your business.

Many of these women found ways to use their passion to drive their business. It may not be exactly what they thought it would be when they started out, but is it ever? Everyone has to start off small and rejection is part of the process. In fact, stories of rejection often serve as inspiration and encouragement to soon-to-be self starters.

Did you know J.K Rowling’s “Harry Potter” book was turned down TWELVE times? Seven books later with over 400 million copies sold, the Harry Potter brand is currently valued at over 15 billion. While you might not become a wizard-writing fantasy legend like J.K Rowling, you sure as heck can be successful. So go for it, and chase your dreams.

If you want to support women-owned businesses, start by scrolling through Facebook or doing some research to find women-owned businesses in your community. Then, support by buying or helping to promote their products. Small businesses, especially women-owned, black women-owned, and women of color-owned, are disproportionally affected by the current economic crisis ignited by a health pandemic. So if you can, shop small and support local. And remember, there’s a girl (or more) doing a happy dance when you checkout!

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Opinion Editorials

How to increase website engagement

(EDITORIAL) A website is vital to any business, but customer engagement guarantees success. Check out these powerful tips to boost engagement.

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Having a website for your business isn’t enough. If you want to grow your company, you need to maximize this digital asset by increasing user engagement. The question is, where do you begin?

What does healthy website engagement look like?

Launching a website is one of the quintessential first steps in building a business. It’s a new company’s way of saying, “We’ve arrived! See, we’re legit!” But the problem is that very few entrepreneurs and business owners know anything about building websites. So they use a drag-and-drop web builder to throw a few elements together and develop a site in a few hours.

Simply having a website isn’t enough. If it’s only a placeholder for your brand, you’re missing out on an opportunity to reach people and move them from awareness to purchase. You don’t need a website – you need an engaging website.

What is user engagement?

“Put most simply, user engagement is when visitors to your site appreciate your content enough to stick around, absorb, and convert,” web design and UX optimizer Rob Wells writes. “Most importantly, when user engagement is high, you’ll find that your audience becomes more loyal. You’ll notice more return visits and higher conversions, because your website simply works.”

Signs of high user engagement include reading and absorbing content, organic comments on blog posts, social media shares, watching videos, above average time on site, high click-through rates, and low bounce rates. We’ll tell you more about how to achieve these “wins’ in the following section.

5 Tips for Boosting Engagement

Every website developer, marketing guru, and entrepreneur has their own formula for boosting engagement, but there are a few tactics that everyone can agree on. If you want to see immediate results, start by doing the following:

    1. Make it About Your Target Audience: Too many businesses make the mistake of shaping their marketing messages around themselves. They mistakenly assume that customers care about them, when the truth of the matter is that customers only care about themselves.If you want to boost engagement on your website, start by transforming your messaging. Make it about your audience. Make the customer the hero of their own story. You’re just there to guide them along and point to solutions (products and services) that may help them get from where they are now to where they want to be.
    2. Tell Stories: Cut out the sterile corporate lingo and breathe a little life into your copy. Mission statements are lame. Tell stories!The Ward & Barnes, P.A. website is a perfect example of how storytelling can cause engagement to soar. They actually include client stories, testimonials, and quotes on their homepage. This helps visitors connect with the brand and immediately establish a feeling of trust and goodwill.
    3. Eliminate Distractions: “According to research by Google, people judge websites as beautiful or not within 1/50th to 1/20th of a second,” Website Magazine notes. “Perhaps even more interesting is the fact that visually complex websites are consistently rated as less beautiful than simpler sites.”Stop with the complex websites and sophisticated designs. You’re not a web design company – there’s no need for all of these bells and whistles! Eliminate distractions and simplify every page to one specific focal point. Anything more means you’re actually competing against yourself.
    4. Empower Your CTAs: Every page on your website should have a call-to-action (CTA). And when creating these CTAs, always ask yourself one simple question: “Why would anyone click this?”If you’re asking for an email address or sale without providing clear and direct value in return, you’re missing the point. You have to compel people to follow through.One of the best ways to empower your CTAs is to offer something in return – like a free eBook, a discount code, or a product sample. When there’s an enticing reward, people will be much more likely to follow through.
    5. Go Visual: The brain processes visuals much faster than text. Use this to your advantage by integrating visual content into your website. This means video, graphics, and original images. Skip the stock photos! However, don’t overdo it. Remember to keep it simple and avoid unnecessary distractions. Quality over quantity works every time.

Turn your website into a lead generating asset

Transform your website from a branded placeholder into a powerful, lead generating asset that procures leads, and converts them from curious visitors into profitable lifelong customers. This process can take time, but you have to begin somewhere. Start by leveraging the tips in this article and analyzing the data. Based on the numbers, you can optimize, iterate, and improve over time.

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Opinion Editorials

Idea: Color-coded face masks as the new social contract to combat COVID-19

(BUSINESS NEWS) Americans must come together on a new social contract if we have any hope of permanently reopening the economy and saving lives.

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A church in Texas used a stoplight color-coded wristlet system to help churchgoers navigate the new social awkwardness of closeness. Those with green bands are comfortable with contact including high fives, yellow bands indicate someone who wants to talk but not touch, and red is for someone interested in keeping their distance altogether.

In pre-pandemic America, basic social cues were sufficient to communicate these feelings, and most violations of them were annoying but not harmful. We now live in a world where daily banalities like grocery shopping and shaking hands with a new acquaintance are now potentially dangerous – for you and those you care about.

So what is the way forward?

Humans are social beings, and much of our survival is reliant on our relationships to, and interactions with, other humans. A way forward is critical. But our brains are trained to find and read faces in an instant to assess emotion and whether that emotion indicates a presence of a threat.

Not only has this pandemic challenged our innate notions of community and safety, the scientifically healthy way forward is to cover most of our faces, which is staggeringly counter to our understanding of a threat. It is now impossible to tell whether a sunglassed-masked stranger walking into a restaurant is a robber or just a person who was walking in the sun.

But because we are humans with large brains, we are able to adapt. We are inherently compassionate and able to emotionally understand fear in others and ourselves. We are able to understand both science and social grace. In this case, the science is straightforward but the social grace is not.

Governor Abbott of Texas announced the second closure of bars and reduction of capacity in restaurants last Friday in response to the dramatic increase in coronavirus cases statewide. During the press conference he said: “Every Texan has a responsibility to themselves and their loved ones to wear a mask, wash their hands, stay six feet apart from others in public, and stay home if they can.”

It is this shared responsibility that we must first embrace before any meaningful reopening can proceed.

We must accept that for the indefinite future, we have a new normal. We have to adapt to these new social codes in order to protect ourselves and our neighbors. Color-coded bracelets, masks, hats, choose your accessory – this could be a way forward.

First, we must agree these measures are necessary. And we shouldn’t take them because a politician told us to or told us not to – many people feel that our government has failed to provide us with coherent guidance and leadership considering a broad social contract.

We should adapt them because if you are not free, I am not free. We can do this together.

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