ChatGPT is a free artificial intelligence chatbot whose prototype was launched by the OpenAI research lab on November 30, 2022. Within a month of its launch, the chatbot has taken the internet by storm already. Join us to learn more about the ChatGPT API, its features, limitations, and other useful information:
What is a ChatGPT?
ChatGPT is a large language model AI-powered chatbot developed by OpenAI. The free version of this program was released on November 30th, 2022 to let users sign up and test the tool free of charge. The ChatGPT API uses GPT-3 language technology which is a large artificial intelligence model developed by OpenAI and trained on massive text data from a wide range of resources. In addition to generating responses to prompts, and writing poems, and articles, the ChatGPT can retrace the steps humans have taken and generate an actual programming code.
Who built ChatGPT?
Let’s get to the origin of the chatbot. ChatGPT was created by OpenAI, a San Francisco-based artificial company. It is designed specifically for chatbot applications using GPT-3 technology. GPT-3 refers to Generative Pre-Trained Transformer-3 technology. Open AI has gained great traction on the internet for its Dall-E. Dall-E is a deep-learning model that creates images from prompts or text instructions.
The large language models are trained with huge amounts of data to precisely predict what comes next in a sentence. This model predicts the next word in a sentence and the next sentences thus working like an autocomplete mode with much flexibility. It provides the chatbot the ability to write paragraphs, and generate entire pages of content. On the downside, these large language models cannot understand exactly what a human wants or is expecting. This is where ChatGPT steals the show. It is equipped with Reinforcement Learning with Human Feedback (RLHF) training so that AI learns about human wants and what he expects from a question using human feedback.
What Experts Say about ChatGPT API:
Let’s look into the opinions of some of the top industry experts on ChatGPT:
- “If you ask it a very well-structured question, with the intent that it gives you the right answer, you’ll probably get the right answer,” said Mike Krause, data science director at a different AI company, Beyond Limits. “
- “Soon, you will be able to have helpful assistants that talk to you, answer questions, and give advice,” Altman tweeted in reference to the future of AI chatbots. “Eventually, you can have something that goes off and discovers new knowledge for you.”
- Krishna Gade, CEO of AI model monitoring startup Fiddler, said “ChatGPT and related language technologies could lead to big “disruptions in web search,” an area long dominated by Google.”
How does the ChatGPT API work?
ChatGPT API comes with a chatbot version of GPT-3 technology. The model is trained with over 570 GB of data derived from books, Wikipedia, articles, web texts, and other sources of writing on the internet. This language model works on probability and predicts the next word in a sentence. This ability is obtained by processing it through a supervised testing stage where the team randomly checks for correct out and inputs the right answer if the ChatGPT provides wrong results. In this way, the correct responses are taught to the tool, and the knowledge is built within it. The second stage of training allows the tool to offer multiple answers to a question and the team member ranks these answers from best to worst thus training the model on comparisons. It continues to learn and understand the question better while guessing the next words of the sentence.
What’s the difference between ChatGPT and GPT-3?
Both ChatGPT and GPT-3 are the large language models developed by OpenAI. But, they do have a few key differences that are listed down below:
- GPT-3 is the third generation of OpenAI’s GPT language model and also the most powerful one available in the market right now. It can be calibrated to perform a wide variety of language processing tasks, translation, text summarization, and question answering.
- When it comes to ChatGPT, it is a variant of the GPT-3 model that is exclusively used for chatbot applications. The tool is trained on large data sets of conversational text and thus is capable of generating appropriate and context-specific responses in conversations and question-answer sessions.
- When performance is compared, GPT-3 is more powerful than ChatGPT. ChatGPT is highly suited for chatbot applications and is much faster and more efficient than GPT-3 language.
Can ChatGPT API replace Google?
Google has many competitors but ChatGPT is definitely not one of them. ChatGPT enables you to ask questions to a computer and receive prompt responses. Whereas Google provides users with links to the websites it considers to be relevant to the given question. However, you are strictly advised to confirm information from authentic sources instead of blindly trusting ChatGPT. It is because ChatGPT API uses raw texts without any citations and links, unlike Google’s search engine. You need to invest extra time and effort in reviewing the answers from ChatGPT. Google also started building large models of its own and continues to use AI extensively in its search engines. Thus, ChatGPT is constantly developing and making progress toward Google, but it cannot replace Google in the near future.
What are the limitations of ChatGPT?
Well, there are some limitations of ChatGPT observed by the users:
- The tool has a stored knowledge base till 2021. That means it cannot answer any latest happenings or events after 2021.
- ChatGPT is not designed to respond to answer toxic, harmful, or offensive questions. Thus, it avoids answering such kinds of questions.
- The quality of the response generated by the ChatGPT API tool depends on the quality of input you have entered. In short, prompts from experts generate better answers.
- Users have discovered that ChatGPT sometimes provides incorrect answers that may trick humans that the output is correct.
- Like other AI models, the constraints present in the training data and bias in the data can result in a negative impact on the model’s output. You are advised to confirm the information provided by ChatGPT from authentic sources to avoid false facts.
- The model overuses certain phrases in the content generated due to biases in the training data.
- The model is sensitive to even slight tweaks in the input phrasing of the questions or prompts. In short, the model claims to not know the answer to the given prompt but it can provide an accurate response when the same prompt is slightly rephrased.
How Can You Use ChatGPT for SEO and Content Writing?
Do you want to know how ChatGPT is useful for SEO? Keep scrolling down to find out:
- You can use ChatGPT to quickly conduct keyword research and get relevant keyword recommendations on a specific niche.
- You can use the tool as your daily writing assistant. Follow the suggestions and your writing quality improves without any spelling and grammatical errors.
- Customer support is undoubtedly the most essential functionality to induce customer satisfaction and accelerate your business growth. In addition to creating content, the chatbot carries out several linguistic tasks like paraphrasing, summarizing, translating, and answering queries. Thus most of your common customer issues are already addressed.
- The ChatGPT API generates content with keywords and used phrases. It can significantly transform SEO and marketing strategies. The professional implementation of chatbots will save publishers and marketers hours of time in creating customized content, collecting metadata, and optimizing websites for search engines.
Sign up for the OpenAI account for free and get started with ChatGPT. You are advised to read a few disclaimers before signing up for the software. ChatGPT can create code, poems, songs, and even short stories in the style of a specific author. Despite its limitations, you can use this tool for generating outlines for articles or even novels. What is your experience using ChatGPT API? Mention your experience in the comments. Thanks for Reading!