OpenAI’s ChatGPT Overview :
Did you hear about ChatGPT while browsing and skimming your social media last week?
The announcement of ChatGPT has taken over social media.
According to OpenAI, ChatGPT hit one million users in a period of just five days. That’s surprising, right?
ChatGPT is one of the ruling chatbot versions of OpenAI. It has the capability to learn new concepts and processes and accordingly adapt to them. This means that it is competent enough to manage new subjects and tasks without any requirement of retraining. Most importantly, the ChatGPT AI chatbot is highly accessible. You can use this model for building large-scale business applications.
More about ChatGPT and its technology
OpenAI announces ChatGPT chatbot (generative pre-trained transformer) – a new conversational language mode to optimize the dialogue. This model has been trained similarly to InstructGPT which works significantly on the dialogue format for understanding and responding to a wide range of topics and tasks without any requirement of extensive re-training.
This technology has advanced capabilities for revolutionizing the way people interact with the technology. However, experts believe that ChatGPT will make a bigger name in the market, especially in fields like – market research, customer service, and online education.
So, when this model has been launched?
As of December 13, 2022, OpenAI has launched the new language processing AI model – ChatGPT making unstoppable waves in the tech industry. This high-tech model can be a game changer for businesses that solely rely on NLP (natural language processing) for generating human-like text.
This custom ChatGPT chatbot development works specifically on the dialogue format for challenging the premises, answering questions, and rejecting derogatory requests made.
Why has the ChatGPT model been launched?
OpenAI’s GPT language models were doing great before GPT -1 and GPT -2 launched. These two models entirely trigger the accurate datasets and add a few parameters to streamline this platform and make it more scalable, robust, and precise.
However, with GPT -3, OpenAI brought a revolution in the entire tech industry by training it on 570 GB worth of information. But, that further, brought a risk of generating toxic and inappropriate, and irrelevant responses. As a result, to overcome the risk factors, ChatGPT has been launched.
Today, ChatGPT is fine-tuned from a model in the GPT-3.5 series, which finished training in early 2022. If you want to learn more about GPT 3.5 series, visit here. Now, ChatGPT is striving hard to make safer, more secure, and more ethical language models by using ‘Reinforcement Learning’ from Human Feedback.
Open AI CEO, Sam Altman, recently tweeted, “ChatGPT is incredibly limited but good enough at some things to create a misleading impression of greatness. It’s a mistake to be relying on it for anything important right now. We have lots of work to do on robustness and truthfulness.”
How does ChatGPT work?
Though OpenAI’s GPT-3.5 technology model is an AI-based version, it interacts in a way that feels like a normal conversation. It acts as a prototype artificial intelligent chatbot that can code, write content and help you find the recipe or any online course.
ChatGPT – a new cutting-edge chatbot works on the GPT 3.5 model that uses deep learning for generating human-like text. Being an engaging and older model than GPT -3, it contributes crucially to generating detailed text. For instance, you can ask questions for ‘ideas for home décor’ and it will reply to you in a conversational format.
So, how does this actually work?
As discussed ChatGPT uses Reinforcement Learning Technique from Human Feedback. This technique has paved the way for incorporating human feedback in a loop to train better and effectively.
OpenAI has first trained the ChatGPT model through a supervised fine-tuning method that applies or utilizes transfer learning. . The Human AI trainers have access to the model’s written suggestions that help them to generate responses and play the role of user and AI assistant.
This model has been trained on Azure AI supercomputing infrastructure. It uses ultrafast processors for managing and interpreting bulk quantities of data by using AI models.
ChatGPT does not know anything. But it has a unique memory. It is trained to recognize patterns harvested from the internet, then further trained with human assistance to deliver more useful, better dialog.
This bot will remember the comments made before and recount them to users in a conversational way. It can respond to everything. Right from theoretical essay questions, composing business proposals, and coding software programs, to solving mathematical computations and results, it can answer long to short-form questions.
Contact Techcronus to build custom-informed GPT-3-based chatbots for your business!
How ChatGPT can benefit your business?
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Predictive Text System
ChatGPT – Developed by OpenAI is extremely powerful and a fancier or standard version of the predictive text system. From suggesting the words to complete a sentence during typing to conversationally responding answers, ChatGPT is ripping off the market potential in the IT industry.
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Technical and non-technical responses
You can use this chatbot platform, for receiving technical and non-technical or jargon-based responses without any additional hassle. You just have to ask questions and the model will give you prompt replies using AI.
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Resolve your query
Besides responding to text, ChatGPT can suggest ways for celebrating a birthday party, ideas for home cleaning, and tips on writing an information-rich essay.
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Act as a companion
Unlike other chatbots, ChatGPT is stateful and you can use this as your therapist or dietician, or fitness coach.
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Deliver a delightful user experience
From a business perspective, you can use this to automate responses to customer inquiries, freeing up customer service agents to focus on more complex tasks. It further helps publishing and media houses auto-generate the content whenever required. This way you can deliver a delightful experience to your user.
Will ChatGPT kill or replace Google?
ChatGPT can never kill Google because ChatGPT is just a chatbot (though it is an advanced version) and Google is a universally used search engine. It may provide you with useful answers but it can never replace Google.
Limitations of OpenAI’s ChatGPT
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Answers often lack logic
Despite being one of the most profound technologies, ChatGPT suffers from multiple limitations. Sometimes, it generates answers that look possible but often make no sense. Secondly, you cannot fix these answers correctly. Because you cannot find out whether the response is correct or not during the training.
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Recounts from the past
If you try to train the model more cautiously, it will stop answering questions it knows. This never-ending loop happens because the model will answer that it has recounted the past conversation and not what the trainer knows.
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Biased training
Asking the same question multiple times or the same question in different phrases can affect the quality of responses from ChatGPT. Importantly, it uses too many words and repeats itself because of optimization and biased training reasons.
The Final Thoughts
Today, with the proliferation of the latest technology, AI has up the ante to bring a plethora of opportunities and advancements in the IT industry.
Owing to advancements in AI-led chatbots, OpenChat has given a boost by launching ChatGPT with a blend of deep learning, data analysis, and behavioral science.
ChatGPT is the combination of three essential elements – Question and Answer Generation, Dialog Management, and Language Translation. Being an AI-powered chatbot, it simulates human conversation and contributes indispensably towards making business decisions.
