ChatGPT.pdf
- 2. Contd.. • The technology was developed by San Francisco-based OpenAI, a research company led by Sam Altman and backed by Microsoft, LinkedIn co-founder Reid Hoffman and Khosla Ventures • ChatGPT has gone viral since OpenAI released the text- based artificial intelligence tool last month. • It’s the latest development in the world of generative AI, which has attracted billions of dollars in funding from tech investors. • Bern Elliot, a vice president at Gartner said- “ChatGPT, as currently conceived, is a parlor trick,” • Launched 30/11/2022
- 3. Facts about ChatGPT? • ChaptGPT is a variant of OpenAI’s popular GPT-3.5 language- generation software that’s been designed to carry conversations with people. • ChatGPT was trained on an enormous amount of text data as it learned to recognize patterns that enable it to produce its own text mimicking various writing styles, said Bern Elliot, a vice president at Gartner. • According to MarketsandMarkets research, the global chatbot market is expected to reach $10.5 billion by 2026, at a CAGR of 23.5%. • But with the latest ChatGPT Artificial Intelligence (AI) innovation gaining 1 million users in a week • Questions: “define Newton’s laws of motion” or “write a poem”, “design a computer program and demonstrate all the different combinations to arrange the letters of a word.”
- 4. What is ChatGPT? • Its an optimizing Language Model for Dialogue • Trained a model called ChatGPT which interacts in a conversational way. • The dialogue format makes it possible for ChatGPT to answer follow-up questions, Admit its mistakes, Challenge incorrect premises, and reject inappropriate requests. • ChatGPT is a sibling model to InstructGPT, which is trained to follow instructions in a prompt and provide a detailed response. • ChatGPT automatically generates text based on written prompts in a fashion that’s much more advanced and creative than the chatbots of Silicon Valley’s past.
- 5. Evolution of Chat GPT…. • Back in 2016, tech giants like Facebook, Google, and Microsoft were trumpeting digital assistants as the next evolution of human and computer interaction. They boasted of the potential for chatbots to order Uber rides, buy plane tickets and answer questions in a life- like manner. • The majority of chatbots that people interact with are still relatively primitive, only capable of answering rudimentary questions on corporate help desk pages or minimally helping frustrated customers understand why their cable bills are so high. • But with early ChatGPT adopters demonstrating the technology’s ability to carry a conversation through multiple queries in addition to generating software code, the world of so-called natural language processing appears to be entering a new phase.
- 6. Will ChatGPT Replace Google as an “Answer Engine”? • It can be helpful to ask questions to a computer and receive prompt responses, and ChatGPT does exactly that. • Google typically provides users with links to websites it considers to be relevant as well as its own proposed answers to user inquiries. • Often, ChatGPT responses surpass Google’s recommendations as it uses the latest, well- trained AI algorithms. • However, before trusting ChatGPT replies, users should confirm the information from authentic sources. • Verifying the accuracy of ChatGPT answers takes effort because, unlike Google, it uses raw text without any links or citations. • Google is also building large language models of its own and using AI extensively in its search algorithms. • Therefore, to think that ChatGPT will replace Google’s answer engine sounds a bit far-fetched, but it is definitely showing the way toward it.
- 7. What are ChatGPT’s Limitations? 1. Wrong Answer: ChatGPT is a large language model that is continuously being trained to increase the accuracy of responses. • Therefore, the AI chatbot may provide wrong answers. Due to this, StackOverflow has banned ChatGPT, saying: “Overall, because the average rate of getting correct answers from ChatGPT is too low 2. Limitations in Training Data and Bias Issues: Like many AI models, ChatGPT has limitations in its training data. Both the constraints in training data and bias in the data can create a negative impact on the model’s output. • In fact, ChatGPT has shown bias when it comes to training minority data groups. Therefore, it’s important to improve the data transparency of the models to reduce bias in this technology. 3. Sustainability: On Twitter, there is a conversation thread regarding how many Graphics Processing Units (GPUs) are required to run ChatGPT. • The takeaway here is that running ChatGPT is highly expensive.
- 8. What Can You Create With ChatGPT? • Besides providing responses to human queries, ChatGPT can be used to do the following: • Create Content: Generate AI Art: Since the introduction of DALLE-2, Mid journey, and other artistic AI tools, AI art generators have been at the forefront of the creation of artistic images. Like Augmented Reality (AR) scenarios, when prompted. • Write Code and Debug: ChatGPT can process code, write code, and help developers debug codes as well. • Manage and Manipulate Data: Unstructured data is hard to sort, manage, and organize, making it redundant. ChatGPT comes to the rescue as it can convert unstructured data into a structured format by manipulating data. For instance, the tool can be used to add data to a table, make indexes, and understand JSON queries. • Explain and Tutor: It is interesting how well ChatGPT can explain words, code, and even physics. Consequently, ChatGPT will also have a huge impact on the education tech industry. Many edtech companies can now teach the fundamentals of a topic and make use of ChatGPT to offer students a platform to ask questions and clear their doubts.
- 11. Thanks QA