The day is not far, for the human-generated technology to shape our mind in a way that could help us make choices in any circumstance.
As the world is exploring the possibilities of AI, we are now introduced to the limitless potential of Open AI’s GPT -3 (Generative Pretrained transformer).
GPT-3 is introduced by OpenAI, an Artificial Intelligence lab backed by Elon Musk.
With the combination of deep learning and NLP (Natural Language Processing), GPT-3 is the new successor to their previous language model. It’s been training with 175 billion parameters to generate text and its features are aimed towards business applications. In the coming year, we will see the explosion of the system that can process, understand, interact, and generate language. People will be able to interact with the system as they do with humans.
Background of GPT-3:
In 2018-19, a learning-based technique performed natural language processing operations, answering questions, text completion, reading compressions, summarizations, etc. This technique known as GPT-2 was developed at Open AI. The goal was to perform this task with as little supervision as possible.
This means they unleashed them to read the internet to learn during this process. The AI was given many Amazon reviews with one goal in mind, for it to be able to generate new reviews or continue reviewing a given one. But the unexpected happened, the finished neuron network used new neurons to further analyze these reviews to understand its sentiments. They noted that the neuron network has not only built up the knowledge to make reviews but also it could tell the sentiment of the reviewer.
This means the AI continued to recognize the positive and negative views in a review. If we know the review is positive from a small snippet, then lesser time is needed to do our job.
The GPT-2 was trained on the English language and grammar to complete the sentences and know multiple topics that it could discuss very well. It could suggest its views on any topic with stated facts that could be explained to a 5-year-old and could translate the economic newspaper into a history lesson.
The release of GPT-3 is even more exciting. The increased size of the neuron network makes it much better than the previous versions of GPT. With the increase of parameters up to 175 billion, the GPT-3 has evolved its understanding up to human capabilities due to the neuron networks that are designed for general and narrow tasks.
A glimpse of Next Generation Applications:
Since Open AI made this tool accessible to a few lucky people, we will discuss the practical applications of using GPT-3.
1) Layout generation:
Good news for non-coders, basic English writing will generate a page layout with buttons, images, and panes for you. There is no syntax restriction, just write the simple English sentence to generate the code and page layout.
2) SVG charts:
It generates properly formatted SVG charts, with a short sentence describing what to plot in plain English.
SVG Plots3) Latex Equations:
Converts English to LaTeX equations, by describing the equations in plain English will generate and displays the equation.
LaTeX Equation
4) Filling spreadsheet readings:
It fills the spreadsheet with the relevant data by understanding the data and the pattern of a given spreadsheet.
Population data5) Legal text into plain text:
It converts a complex legal text into plain language or even generates a legal text from the simple descriptions.
Legal Text generation6) Create Search Engine:
Using GPT-3 on top of Google, you can create a search engine to display the exact answer of your query along with the link to the Google search engine.
7) Camera-based AI application:
GPT-3 is known to create poetry using text. A camera-based AI application creates poetry based on the content of the page and even displays it at the bottom of the page.
8) Author assistant:
Acts as a handy personal assistant of the writer. Writers can use it for writing poetry, rephrasing emails, writing music notations, and a good hook.
9) Creating a Chatbot:
GPT-3 can be trained with the details of your organizations use it as a chatbot on your website.
10) Generates Bash commands:
GPT-3 can convert the natural language written in plain English into the bash commands. There are no restrictions on the syntax.
11) Religious doctrine:
Plain English can be used to create a Religious doctrine book that follows the rules of grammar and punctuation.
12) GPT-3 dashboard:
It can be used on the dashboard to create data and get simple responses to the data.
It can even do vision identification by extracting the text or emoji’s and determines the overall review. This is a new kind of programming that is open to everyone from coders to non-coders.
These examples are just scratching the surface of GPT-3, we still need to discover its strength and endless possibilities for multiple languages.
Scanning Labels
‘The GPT-3 hype is way too much. It’s impressive (thanks for the nice compliments!) but it still has serious weaknesses and sometimes makes very silly mistakes. AI is going to change the world, but GPT-3 is just a very early glimpse. We have a lot still to figure out.”
-Sam, Altman, CEO of Open AI
GPT-3 is just the scratch of surface, with the release of the next versions of GPT we will have multiple possibilities of generating accurate and unbiased data.
Big Kitty Labs leads to focus and experiment with these advanced technologies. The possible usages of GPT-3 are far from imagination. As a software and mobile development company, Big Kitty Labs always makes an effort to use the correct technology in any application. Our motto is to use the technology at its best versions. We are experiencing the implementation of Natural Language Processing in its best version. The permutation and combination of Open AI GPT-3 various on its usage and Big Kitty Labs are ready to tinker on these ideas.
Human desire and implementations of AI are unlimited and being a software development company we focus ourselves to get the best out of current technology. For further information on the usage of Open AI GPT-3, contact us or mail us @.
