foreign generative AI has emerged seemingly out of nowhere in recent months with a notable search in interest according to Google Trends even within the past year the spike in curiosity can be attributed to the introduction of generative models such as Dali 2 Bard and chargpt however what does generative AI entail as a part of our introductory series on generative AI this video will provide a comprehensive overview of a subject starting from the basics the explanation will cater to all levels of familiarity ensuring that viewers gain a bad understanding of how this technology operates and its growing integration to our daily lives generative AI is after all a tool that is based on artificial intelligence a professional who will exceeds to switch careers with AI by learning from the experts then try giving a shot simply as post-graduate program in Ai and machine learning from Purdue University in collaboration with IBM the link in the description box should navigate to the home page where you can find a complete overview of the program being offered take action upskill and get ahead what is generative AI generative AI is a form of artificial intelligence processes the capability of to generate a wide range of content including text visual audio and synthetic data the recent excitement surrounding generative AI stamps from the user-friendly interfaces that allow users to effortlessly create high quality text graphics and video within a seconds now moving forward let's see how does generative AI Works generative AI begin a prompt which can take form of text image video design audio musical notes or any input that AI system can process various AI algorithms that generate new content in response to the given prompt this content can range from essay and problem solution to realistic created using images or audio of a person in the early stages of generative AI utilizing the technology involved submitting data through an API or a complex process developers need to acquaint themselves with a specialized tool and writing application you using programming language like python some of the recent and fully operational generative AIS are Google part Dalai openai LGBT Microsoft Bing and many more so now let's discuss chatgpt daily and part which are the most popular generative AI interfaces so first is Dali 2 which was developed using open AI GPT implementation in 2021 exemplify a multi-modal AI application it has been trained on a vast data set of images and their corresponding textual description Dalai is capable of establishing connection between various media forms such as Vision text audio it specifically links the meaning of words to visual elements open AI introduced an enhanced version called Dalai 2 in 2022 which empowers user to generate imagery in multiple Styles based on their problems and the next one is chargpt in November 2022 chat GPT and AI power chatbot built on open AI GPT 3.5 implementation gain immense popularity worldwide open AI enable user to interact with and fine-tune the chatbots text responds through a chat interface with interactive feedback unlike a version of GPT that was solely accessible via an API chargeability brought a more interactive experience on March 14 2023 openai release gpt4 share GPT integrate the conversational history with a user making a genuine dialogue Microsoft impressed by the success of new charge gbt interface announced a substantial investment in open Ai and integrated a version of GPT into its Bing search engine and the next one is bad Google bad Google was also an earlier Fortuner in advancing Transformer AI techniques for language processing protein analysis and other content types it made some of these modern open source for researchers but were not made available through a public interface in response to Microsoft integration of GPT into being Google hardly launched a public facing chatbot name Google part parse debut was made by an error when the language model incorrectly claimed that the web telescope was the first to discover a planet in a foreign solar system as a consequences Google stock price suffered a significant decline meanwhile Microsoft implementation of chat gbt and GPT powered system also face criticism for producing inaccurate result and displaying erratic behavior in their early irritation so moving forward let's see what are the use cases of generative AI generative AI has broad applicability and can be employed across a wide range of use cases to generate much form of content recent advancement like GPT have made this technology more accessible and customizable for various application some notable use cases for generative AI are as follows chatbot implementation generative AI can be utilized to develop chatbots for customer service and Technical Support enhancing interaction with users and providing efficient assistance the second one is language dubbing enhancement in the alarm in the realm of movies and educational accountants the native AI can contribute to improving dubbing in different languages ensuring accurate and high quality transition and the third one is content writing generative AI can assist in writing email response dating profiles resumes and term papers offering valuable support and generating customized content tailor to specific requirement and the fourth one is our generation leveraging generative AI artists can create photorealistic artwork in various Styles enabling the exploration of new artistic expression and enhancing creativity the fifth one is product demonstration videos generative AI can enhance to enhance product demonstration video making them more engaging visually appealing and effective in showcasing product features and benefits so generative AI versatility allows you to employ it in many other application making it a valuable tool for Content creature enhancing user experience across diverse domains so after seeing use cases of generative AI let's see what are the benefits of generative AI so generative AI offers extensive application across various business domains simplifying their integration and comprehension of existing content while also enabling the automated creation of a new content developers are actively exploring ways to leverage generative AI in order to enhance the optimize existing workflows and even to reshape workflows entirely to harness the potential of Technology fully implementing generative AI can bring numerous benefits including automatic content creation generative AI can automate the manual process of writing content saving time and but by generating text or other form of content the next one is efficient email response responding to emails can be made more efficient with generative air reducing the effort required and improving response time and the third one is enhanced technical support generative AI can improve responses to specific technical queries providing accurate and helpful information to users or customers and the fourth one is realistic person Generation by leveraging generative AI it becomes possible to create realistic representation of people enabling applications like virtual characters or avatars and the fifth one is current information summarization generative AI can summarize complex information into a government narrative distilling key points and making it easier to understand and communicate complex concept the implementation of generative AI offers a range of potential benefits seemingly process and enhancing content Creation in various areas of business operation so after seeing advantages of generative AI let's move forward and see what are the limitations of generative air serve as Vivid examples highlighting the numerous limitation associated with this technology several challenges arise from the specific approaches employed to implement various use case for instance while a summary of a complex topic May more reader friendly than explanation incorporating multiple supporting sources the ease of readability comes at the expense of transplant identifying the information sources so the first one is when implementing or utilizing a generative AI application it is important to consider the following limitation repeat the first one is lack of source identification generative AI does not always provide clear and irrigation of content Source making it difficult to trace and verify origin of the information the second one is assessment of bias assessing the bias of original sources use generative AI can be challenging as it may be difficult to determine the underlying perspective or agenda of the data utilized in the training process the third one is difficulty in identifying inaccurate information generative AI can generate realistic content making identifying inaccuracy or falsehoods within the generated output harder and the fourth one is adaptability to a new circumstances understanding how to fine tune generative AI for a new circumstances or specific context can be complex requiring careful consideration and expertise to achieve desired result and the fifth one is glossing over buys page it is and hatred generative AI results May amplify or perpetuate biases pre-judices or hateful content present in the training data requiring Vigilant scrutiny to prevent such issues so awareness of these limitation is crucial when implementing of utilizing genitive AI as it helps users and developers critically evaluate and mitigate potential risks and challenges associated with the technology so future of gender tvi furthermore advances in AI development platforms will contribute to the excluded progress of research and development in the realm of generative AI the development will Encompass various domains such as text images videos 3D contact drugs Supply chains logistic and business processor while the current Standalone tools are impressive the true transformative impact generative AI will realize while these capabilities are seemingly integrated in the Arabic into the existing tools with regular use so with this we have come to end of this video I hope you found this video informative and interesting if you like this video give us a thumbs up and share it with your friend also if you have any question feel free to ask in the comment section below our team will get back to you as soon as possible and courses covered in this video link will be provided in the description box do check them out thank you and keep learning hi there if you like this video subscribe to the simply learned YouTube channel and click here to watch similar videos turn it up and get certified click here