Introduced on November 30, 2022, ChatGPT (Chat Generative Pre-trained Transformer) is an OpenAI chatbot. It lets users fine-tune and direct a discussion toward the ideal duration, structure, style, degree of information, and language based on a sizable language model. At each conversational step, a context is taken into consideration by a series of prompts and responses, a practice called as prompt engineering.
With more than 100 million users by January 2023, it had become the fastest-growing consumer software product in history, helping to propel OpenAI's worth to $29 billion.After ChatGPT was released, rival programs including Bard, Ernie Bot, LLaMA, Claude, and Grok were developed.Microsoft released Bing Chat, which uses OpenAI's GPT-4 as its foundation.
Concerns were expressed by several observers regarding ChatGPT's and related applications' ability to undermine or atrophy human intelligence, facilitate plagiarism, or spread false information.
GPT-3.5 and GPT-4, two models in OpenAI's exclusive line of generative pre-trained transformers (GPTs) based on Google's transformer architecture[8], serve as the foundation for ChatGPT, which is optimized for conversational applications through a mix of supervised learning and reinforcement learning.[6] Originally offered as a free research sample, OpenAI now runs ChatGPT on a freemium business model in light of the service's growing popularity. The GPT-3.5 version is accessible to users on its free tier, while paid customers have priority access to future features and the more sophisticated GPT-4 version under the trade name "ChatGPT."
The artificial intelligence spring, which ChatGPT is credited for igniting, has resulted in continuous, very fast advancements in the field of AI.
The statement "sometimes writes plausible-sounding but incorrect or nonsensical answers" is made by OpenAI about ChatGPT. This phenomenon is referred to as "hallucination" and is typical of huge language models.38 Because ChatGPT's incentive model is based on human oversight, it is susceptible to over-optimization, which is a disease associated with optimization known as Goodhart's law.
As of 2023, ChatGPT-3.5 (free) and ChatGPT-4 (premium) are aware of occurrences up to January 2022 and April 2023, respectively.
Longer responses were favored by human reviewers when ChatGPT was being trained, regardless of actual understanding or factual content. When ChatGPT reacts to prompts that contain person descriptions, it may be evident that training data is likewise biased by algorithms. ChatGPT once produced a rap in which scientists of color and women were denigrated in comparison to white male scientists. Here is an example of potential representational harm: the negative depiction of groups of people.
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