The OpenAI prototype ChatGPT artificial intelligence chatbot focuses on usability and conversation. The chatbot uses a sizeable language model that was reinforcement learning taught and is built on the GPT-3.5 architecture.
ChatGPT, developed by OpenAI, a San Francisco-based AI research firm co-founded by Elon Musk, is able to comprehend everyday English and produce intelligent, human-like text in response to a suggestion.
Although its accuracy has been questioned, ChatGPT was introduced in November 2022 and has since gained popularity for its thorough responses and historical knowledge.
The OpenAI prototype ChatGPT artificial intelligence chatbot focuses on usability and conversation. The chatbot is based on the GPT-3.5 architecture and employs a huge language model learned with reinforcement learning.
Based on the GPT-3.5 architecture, ChatGPT was trained using reinforcement learning from human feedback, a technique that combines machine learning and human intervention to produce a realistic result.
Reviews of ChatGPT have been overwhelmingly favourable. Technology writer Dan Gillmor used ChatGPT on a student assignment and found its generated text was on par with what a good student would deliver, opining that "academia has some very serious issues to confront.
Here are a few intriguing applications for ChatGPT.
1. For solving crosswords. 2. To write and debug codes. 3. For summarizing various topics. 4. To write and compose music. 5. For giving recommendations. 6. To classify information & form tables. 7. Generates keywords and product descriptions. 8. Language translations.
Similar to InstructGPT, we used Reinforcement Learning from Human Feedback (RLHF) to train this model, with a few minor variations in the data collection arrangement. We used supervised fine-tuning to train an initial model by having human AI trainers act as both the user and the AI assistant in chats.
Remembers what user said earlier in the conversation Allows user to provide follow-up corrections Trained to decline inappropriate requests
May occasionally generate incorrect information May occasionally produce harmful instructions or biased content Limited knowledge of world and events after 2021
The creation of ChatGPT, a highly effective chatbot, has been its most frequent use to date. We requested the chatbot for GPT-3 to create its own description, as you can see above, to give you a small sample of its most fundamental capability. Although rather cocky, it is entirely true.