Artificial Intelligence (AI)-based chatbots have become an integral part of our lives today. AI is present everywhere, even in data analytics. ChatGPT is the most popular example. But its true power lies in its name. GPT stands for Generative Pre-trained Transformer. These three words reveal the true strength of this technology.
It means generating something new, being pre-trained, and working on a transformer architecture. The "generative" part of GPT makes it unique. It not only recognizes but can also create new content, such as essays, code, stories, or poems, all in a human-like style. GPT is pre-trained on millions of books, articles, and websites. This gives it a deep understanding of language, grammar, and facts, enabling it to perform hundreds of tasks without retraining.
The transformer architecture is the most important foundation of GPT. It uses attention mechanisms to understand entire sentences or paragraphs simultaneously, making responses more accurate and contextual. GPT is no longer limited to language. Newer versions can understand text as well as images, sound, and video. Its use in education, healthcare, and technology is rapidly increasing.
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