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What is Chat GPT

ChatGPT is an artificial intelligence (AI) chatbot developed by OpenAI and released in November 2022. It is built on top of OpenAI’s GPT-3.5 and GPT-4 families of large language models (LLMs) and has been fine-tuned (an approach to transfer learning) using both supervised and reinforcement learning techniques.

Large Language models are used to understand the natural languages.It involves training algorithms on large amounts of data. These models are designed to learn the patterns and structures of human language from data.

Impact of ChatGPT on traditional AI

  • Natural Language Processing (NLP):- Traditional NLP techniques often relied on rule-based systems. Ex- chatbot of specific website.But ChatGPT shown superior performance in various NLP tasks, such as language translation, question answering, and text generation .This has led to a shift towards using pre-trained language models like ChatGPT as a foundation for building NLP applications.

  • Conversational AI:- Traditional AI systems often relied on predefined dialog flow but ChatGPT enabling dynamic and interactive conversations and improved Human-Machine Interaction.

  • Development Speed and Flexibility:- Traditional AI development requires lot of data collection and model training but chatGPT can be used as a pre-defined model that increase developement speed and flexibility.

  • Ethical Considerations:- ChatGPT increased focus on addressing ethical considerations, such as ensuring fairness in model responses, mitigating biases, and promoting transparency in model behavior.

Competitiors of Chat GPT and how they work

  • Microsoft’s ChatGPT:- It is trained on large-scale datasets.Microsoft’s ChatGPT is part of their Azure Cognitive Services.

  • Google Bard (LAMDA):- LAMDA, like ChatGPT, is based on Transformer. A model that can be trained to read numerous words (a phrase or paragraph, for example), pay attention to how those words relate to one another, and then predict what words it believes will come next is produced.

  • Character AI:- Character AI’s innovative AI chatbot technology, can impersonate historical individuals like Queen Elizabeth and William Shakespeare as well as fictitious characters like Draco Malfoy, allows users to talk and role-play with.

  • Facebook’s Wit.ai:- Wit.ai is a conversational AI platform by Facebook that provides tools and services for building chatbots and voice assistants. It offers natural language processing capabilities for understanding user inputs, extracting entities, and generating responses.

Impact of ChatGPT on traditional AI

  • Chatbot Developer:- Chatbot developers use ChatGPT to develop chatbots that can respond to customer queries and provide support in a conversational manner.

  • Content Creator:- ChatGPT can be used to generate content such as articles, summaries, and reviews for websites, blogs, and social media.

  • AI Researcher:- AI researchers develop and improve AI systems by designing and implementing algorithms that enable machines to perform specific tasks.

  • NLP Engineer:- NLP engineers develop algorithms that enable machines to understand and interact with human language.s.

  • Data Scientist:- Data scientists analyze and interpret data to derive insights that can be used to improve AI systems.

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