avatarKatarzyna Portka

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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>

5 Types of People You Should Avoid to Succeed in Life

They suck happiness out of you.

Photo by Seth Doyle on Unsplash

Your tribe determines the quality of your life.

People around you influence your mood, performance, and success.

Since relationships play a crucial role in our lives, we should pick them wisely and invest in partnerships that fuel us with positivity.

When you commit to self-growth and the goals you want to pursue, eventually, you need to start saying “no” to people that get in the way of your dreams.

People inspire you, or they drain you — pick them wisely.

— Hans F. Hansen

Here are types of people you should stay away from:

Non-believers.

How are you supposed to thrive when people around you crush your goals?

Most people settle for less than they deserve. Many of those people will try to convince you to give up as well.

People who are unhappy with their lives also want you to be miserable. Your big dreams make them uncomfortable. You remind them of opportunities and goals they have missed out on.

Unhappy people don’t want to see you thrive.

They are like Dementors who suck the life energy out of you. They make you doubt yourself, question your worth and compare yourself to others.

When people stop supporting you, when the family no longer agrees with your lifestyle, it is a sign that you are breaking patterns that make them comfortable. It is also a sign you should limit their influence over your life.

Stay away from people who don’t support your dreams and make you doubt yourself.

Surround yourself with people who build you up, not tear your dreams apart.

To succeed: you need to believe in yourself and your strengths despite any circumstances. You don’t need the whole world to cheer you on. You only need one voice — yourself.

Know-it-Alls.

We live in a society where a collective opinion matters more than an individual point of view.

Our environment determines what is appropriate and what is not, what we should eat and who we should marry. There are rules and traditions to live by.

If somebody stands out, there is a pressure for that person to blend in.

“Don’t make waves. Keep a low profile. Don’t think big.”

When you dare to follow your passions and are unapologetic about it, you make others uncomfortable.

People who abandoned their dreams will come up with ‘shoulds’ and ‘shouldn’ts’ about your life. They will do anything to keep you small.

Just because somebody has an opinion on how you should run your business or your intimate relationship, it doesn’t mean you should follow their judgement.

Whenever somebody offers you any advice, look at their lives. Ask yourself, Is it a life I want to live? If yes, consider their opinion, but never compromise your values for a pitiful attempt to please somebody else.

You didn’t come here to follow everyone’s expectations. You came here to fulfil your dreams.

People who tell you how to live your life are the ones who have abandoned their chances for happiness.

Don’t turn your back on who you can become just because somebody has an opinion of who you should be.

To succeed: always follow your gut. You will make mistakes. But you will gain invaluable knowledge.

Critics.

The world is our mirror. People who criticize the world dislike themselves.

Criticism spreads like a virus and affects your well-being. People who constantly criticize their surroundings can hijack your sense of self.

Spending time with people who constantly point out the flaws of others is a heavy drag on your happiness. Sooner or later, their attitude will influence how you see the world.

Distance yourself from people who see the world through pessimistic lenses.

Negative people are extremely committed to their negative life. They will try to drag you along in it.

People in your life should soothe you, not cause stress and anxiety.

If you tried to help see through their negative thinking and all your attempts failed, it is time to move on.

Do you see a pattern that those people who complain and criticize the most have the most things to complain about? Like attracts like. When you allow them to poison your reality by focusing on the bad and the ugly, you will create more negativity in your life as well.

Their drama and their negativity are not a part of who you are. People in your life should soothe you, not cause stress and anxiety.

There is so much beauty in the world. Why waste your time talking about the misfortune of others?

To succeed: count your blessings. Don’t fall into the trap of focusing on others while missing out on the good things in your life. Gratitude is the ultimate state of receivership.

Manipulators.

We all want to be liked and accepted. It is a basic human need.

But to morph yourself into a version that someone else will find attractive will make your life miserable.

People who want you to be somebody you are not will never accept you because they struggle with accepting themselves. It is an uphill battle you will never win.

Your constant worry about fitting into their good books will drain you. Playing an inauthentic role will damage your sense of self, your likes, dislikes and what makes you happy.

If people around you make you feel not good enough, make you question your worth, it is a clear sign to let them go.

Playing an inauthentic role will damage your sense of self.

Surround yourself with people who make you feel good for being you. Instead of following the crowd, start liking yourself.

Don’t chase people. Thrive on being yourself. Do what fills your heart with love and joy. Commit to the best version of yourself. The right people will gravitate toward your authentic vibes.

When you feel good, you attract good into your life. Positive and supportive people will do exactly that.

To succeed: practice daily self-love rituals. When you fall in love with yourself, you will attract people who shower you with the same amount of appreciation and respect.

People who have a toxic relationship with money.

Money does not define us.

Numbers in your bank account don’t determine your worth. But what you do with this money speaks volumes about who you are.

To be successful, surround yourself with people who appreciate money but don’t fear or worship it.

Stay away from people who value life through materialistic lenses and befriend people for financial benefits.

Stay away from people who constantly worry about money. Their scarcity mindset will influence whether you perceive abundance around you. Worrying is exhausting and unproductive.

It is gratitude that magnifies riches in your life, not worries or complaints. People who revel in being a victim will suck the happiness out of you.

Surround yourself with people who consider health, family, and little things the greatest wealth.

To succeed: treat money as energy. It is natural. It comes and goes. Take money off the pedestal and cherish little things in life that amount to blessings.

Don’t get mad at people who mistreated you.

Choose to be grateful for them. They taught you how to raise your standards. They showed you how you don’t want to be treated.

They made you stronger. Embrace that strength and say goodbye to people who don’t deserve to have you in their lives.

Prune toxicity ruthlessly from your life. You will thrive.

Thank you for being here, — Kate

Psychology
Self Improvement
Relationships
Life
Advice
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