avatarSean Peck

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Abstract

0/1*jFax3XhfV9mam-k4kI_NSQ.png"><figcaption>A paragraph is summarized into one sentence</figcaption></figure><p id="2e04">Another use of text summarization is to present a user with a auto summarized dialog, with a <i>read more </i>option, which can then expand into the longer un-summarized version.</p><figure id="82f1"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="58c0">Keywords</h2><p id="4f31">Keywords can be extracted from a block of text. You can configure the environment to be conservative and select only keywords from the text. Or a higher <i>temperature </i>can be set to where related words or keywords are generated.</p><figure id="286e"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*FGE3OBMcMyDDcpgKRQb9AQ.png"><figcaption>Key words generated from a Wikipedia paragraph.</figcaption></figure><p id="3a5c">This is very helpful to categorize text and create a search index. In the image above a extract on soccer was taken from Wikipedia. GPT-3 converted this quite large paragraph into six key words or themes.</p><figure id="93e7"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="e562">Parse Unstructured Data</h2><p id="3191">Create tables from long form text by specifying a structure and supplying some examples.</p><figure id="6942"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*X9YWrg_wlpg3hbKCmoq62A.png"><figcaption></figcaption></figure><p id="6984">Here you can see the first entry is directly related to the sentence. The subsequent entries are somehow related and still relevant and applicable.</p><figure id="90e7"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="7585">Classification</h2><p id="72fe">Classify items into categories via example inputs. Companies are named with categories defined. A new company can be mentioned and auto classified.</p><figure id="2265"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*IOkqXlAV2ZCxFpMNaeL2XA.png"><figcaption>With limited training data a new company can be mentioned and auto classified.</figcaption></figure><figure id="9feb"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="281c">Extract Contact Information</h2><p id="0f31">Extract contact information from a block of text. In this case, an address.</p><figure id="8a87"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*5imfXfm2gvrGbA1uRTOkiQ.png"><figcaption>A complete address from the free text message.</figcaption></figure><figure id="ea15"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="95b2">Summarize For A Second Grader</h2><p id="9a5d">This functionality takes a complex and relatively long piece, summarize and simplifies it into a sentence or two.</p><figure id="0da8"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*ReUEmdf0XZ3r54rcYqibfA.png"><figcaption>A large and complex piece of text is summarized and simplified.</figcaption></figure><figure id="d85e"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h1 id="e7ec">Conclusion</h1><p id="3c79">There are definitely good implementation opportunities for the Conversational AI aspect of GPT-3.</p><figure id="6f46"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*5m48Qw7hRcbi7gsL5ZoRAQ.png"><figcaption>Restaurant review is created from a few key words and the restaurant name.</figcaption></figure><p id="2f01">As a support API where text can be processed to assist existing NLU functionality, there is a very real use case.</p><p id="25d7">As mentioned, GPT-3 can be a great help in pre-processing user input as a help for the NLU engine. The challenge is that GPT-3 seems very well positioned to write reviews, compile questions and have a general conversation. This could lead to a proliferation of bots writing reviews, online adds and general copywriting tasks.</p><figure id="b3c1"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*26A6H7nHUvLW10CkKSlaCQ.png"><figcaption>An apple pie review based on four generic words.</figcaption></figure><p id="4fae">This automation does not need to be malicious in principle. Open AI is seemingly making every effort to ensure the responsible use of the API’s.</p><p id="99a2">The fact the extensive

Options

training is not required, and a few key words or phrases can <i>point </i>the API in the right direction, is astounding.</p><p id="a28c">There are however opensource alternatives for most of the functionality available.</p><figure id="04a8"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="3cbc">Positives</h2><ul><li>GPT-3 has quite a bit of functionality which can serve to augment a current chatbot.</li><li>Dialog can be diversified with the NLG capability.</li><li>General chit-chat can easily be created.</li><li>Copywriting is made easy for slogans, headlines, reviews etc.</li><li>Text transformation</li><li>Text generation</li><li>Creating a general purpose bot to chat to.</li><li>With their underlying processing power and data, creating flexible Machine Learning stories should be a good fit.</li></ul><figure id="a4fc"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><h2 id="b03c">Not-so Positives</h2><ul><li>The API is cloud hosted</li><li>Cost</li><li>Social media bot content generation</li><li>Not a framework for sustainable chatbot scaling; <i>yet</i>.</li><li>Possible over and under steering with training data.</li></ul><figure id="bfc0"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure><div id="9145" class="link-block"> <a href="https://cobusgreyling.me/thank-you-for-subscribing/"> <div> <div> <h2>Subscribe to my newsletter.</h2> <div><h3>NLP/NLU, Chatbots, Voice, Conversational UI/UX, CX Designer, Developer, Ubiquitous User Interfaces, Ambient…</h3></div> <div><p>cobusgreyling.me</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*sxVx6IgC_6AZXIX-)"></div> </div> </div> </a> </div><div id="1141" class="link-block"> <a href="https://cobusgreyling.medium.com"> <div> <div> <h2>Cobus Greyling - Medium</h2> <div><h3>Read writing from Cobus Greyling on Medium. NLP/NLU, Chatbots, Voice, Conversational UI/UX, CX Designer, Developer…</h3></div> <div><p>cobusgreyling.medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*e6KH9V073Egac4ua)"></div> </div> </div> </a> </div><div id="2e0e" class="link-block"> <a href="https://cobusgreyling.medium.com/gpt-3-conversational-ai-chatbots-3fb1cfb99942"> <div> <div> <h2>GPT-3: Conversational AI & Chatbots</h2> <div><h3>What Will The Impact Be On Chatbot Design & Development</h3></div> <div><p>cobusgreyling.medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/1*VKDfysUcdNJtCEQwmxSE-w.jpeg)"></div> </div> </div> </a> </div><div id="59bc" class="link-block"> <a href="https://openai.com/"> <div> <div> <h2>OpenAI</h2> <div><h3>OpenAI is an AI research and deployment company. Our mission is to ensure that artificial general intelligence benefits…</h3></div> <div><p>openai.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*SzqTQqBlnX8UOa8A)"></div> </div> </div> </a> </div><div id="47a1" class="link-block"> <a href="https://openai.com/blog/openai-api/"> <div> <div> <h2>OpenAI API</h2> <div><h3>We're releasing an API for accessing new AI models developed by OpenAI. Unlike most AI systems which are designed for…</h3></div> <div><p>openai.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*iD7cRdNC9EDQkZQ2)"></div> </div> </div> </a> </div><figure id="f7c7"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*mlG74R9ZBY7NQcvQ2C8dMw.png"><figcaption></figcaption></figure></article></body>

4 Reasons Why We Burnout As Content Creators

How to get over burnout as fast as possible

Photo by Annie Spratt on Unsplash

A common thing that can happen when we overwork ourselves is burnout. It happens to everyone and it’s completely normal so don’t be stressing or freaking out once you’re aware of it.

Recently, burnout hit me hard completely destroying my motivation to write, and quite frankly, uninterested in brainstorming and coming up with new creative ideas. Whether it’s from work, school, or your own tasks it’s crucial to have something to do every day. It’s depressing thinking about waking up in the morning with absolutely nothing to do or no actual life purpose.

As creators, burnout is more common than usual. Our brains get flat-out exhausted from using it too much especially if we have a lot of stuff going on. It’s almost impossible to balance everything out for a full 24 hours. While I was taking my hiatus I was thinking, what are the main reasons for burnout to happen? And how do you get over it quickly? All of this and more will be explained in this article.

In this story we will go over:

The Cause And Effect of Burnout

The 4 Reasons Why Burnout Happens

How To Avoid Burnout

How Long Burnout Can Take

Without further ado, let’s dive right into the definition of burnout…

WHAT IS BURNOUT?

To explain it properly, burnout can happen when you tend to overwork yourself and end up feeling extremely overwhelmed and emotionally drained.

More people burn out easily compared to others. For some, they can go months into constant work with no breaks whatsoever and then completely lose the energy, or it can take just 2 weeks and you will feel completely drained. It really depends on the person’s work ethic and mental mindset. Burnout is all about how strong your mentality is until it finally needs a break.

The negative thing about burnout is that it will hit you like a brick. It can also come unexpectedly which is even worse. You’ll begin to feel a sense of negativity towards whatever it is you are working on. It’s almost like a sickness if you think about it. Just like common colds or the flu, when a person is going through burnout they feel a constant lack of energy, tiredness, laziness, and reduced performance in activities.

In order to heal from burnout, take a break from everything and just watch Netflix all day. Spend the day with yourself so you can recover your mental health first and foremost. Your body will give you signs that you have to recognize.

How would you handle burnout? Seek support from your friends and family. Spend time with them so that it can give your mind a full reset, burnout can sometimes be a blessing in disguise if you use that time to spend it with the people who care about you most. Also, don’t forget to get at least 7–8 hours of sleep so you can slowly regain that energy back.

Now then, now that we know what burnout is and how can we stop it. Let’s go over the four main reasons why creators go through burnout.

REASON 4- Money On The Mind

Money affects motivation. Once someone brings money to the table, your thoughts and mindset completely change into wanting to make as much money as possible when it comes to creating. We are blessed to have so many different platforms to create and share our thoughts and ideas on but once you make your first dollar creating content, there’s no going back.

A Harvard study shows that money affects motivation as there is a reward for the work that you put in. Sometimes, we can get too caught up with money that we don’t think about ourselves. We’d have to be robots if we wanted to constantly create, once our bodies think we have done too much, that’s when burnout happens.

Sometimes it’s more powerful to say no to money.

When we know that there’s a reward for our actions, we get motivated. When it comes to content creation all creators have an extrinsic type of motivation where our behavior can result in money, praise, support, and fame.

REASON 3 — Relentless Stress

You’ll go through many emotions during burnout. From not thinking you’re good enough, to having no care whatsoever it’s truly a rollercoaster of emotions. The biggest cause of that lack of control over emotions is the stress that always sitting on your mind rent-free.

Creators go through so much stress especially if those creators also have jobs or are in school during their creative process. This gives you less time to do what you actually want and thus, the tasks keep building up and getting bigger until you don’t even want to think about them anymore. Time is money and without time, stress builds up slowly but surely until you’ve reached your breaking point.

Under a lot of stress, you will tend to overthink just about everything. The best thing you can do is try to control it as much as possible by giving yourself deadlines and not procrastinating.

REASON 2 — The Pressure

There is a lot of pressure you put on yourself. Whether it’s pressuring yourself to write the perfect story or even dealing with the pressure of taking a risk to be a content creator.

You will constantly look at followers and use that as a way to leverage yourself but your social status doesn’t matter as much as you think it is. The more you think about the pressure you have on yourself, the quicker you’ll fold. Writers pressure themselves by trying to have their stories be as perfect as possible so that they don’t get any negative comments from other writers. There’s no need to put all that pressure on yourself.

REASON 1 — Lack of Social Support

Chances are, you’re alone in this game of being a content creator/writer. Although you believe in yourself and are confident in your abilities, it’s still difficult to have that full sense of motivation that you will get millions of views and followers off your work.

When you’re burnt out, you feel a sense of hopelessness and disengagement with your emotions and the environment around you. It’s a mental battle with yourself always because it’s your work and your feelings.

A lack of social support will quickly lead to burnout and it can happen more often than you think. As long as you have the right people around you that help and check up with you, you’re set.

HOW TO AVOID BURNOUT

Believe it or not, if you play it smart you can avoid going through burnout entirely. It takes a lot of time-management skills because you still have to maintain your schedule. By taking breaks consistently and keeping yourself organized throughout the entire day, burnout can be avoided. It’s also important to get some exercise in so you feel good and healthy still.

Don’t work every day, 24/7. It’s a recipe for disaster even though it’s a common thing for hustlers to do. Relaxing activities or hobbies like skateboarding, reading, or exercising can be therapeutic and a great way to take a break from the work you do.

Eating nutritious and healthy meals can go a long way. Not only is it good for your health, but it’s amazing for your energy and how long you regenerate. The healthier you eat, the faster you regenerate from creating content. The key thing is yoga and meditation. Having done both of these at least four times a week has given me a positive impact and pretty much changed my life.

TAKEAWAY

Creating content is already difficult enough. Not only do you have to focus and spend time on your craft, but it’s also even harder to get recognized for your work and will take years of consistency if you want to start ranking as a creator.

My burnout looks like it’s finally over, it was the longest one yet as it’s been almost 2 weeks since I’ve had my creativity back and motivation to produce more content.

Have you ever experienced burnout from writing?

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Burnout
Writers Block
Writing Advice
Creativity
Self
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