Two mechanisms make transformers particularly adept for text-based generative AI applications: self-attention and positional encodings. Both of these technologies help represent time and allow for the algorithm
What Is Generative AI (GenAI)? Generative AI (GAI) is the name given to a subset of AI machine learning technologies that have recently developed the ability to rapidly create content in response to text prompts, which can range from short and simple to very long and complex. Different gene...
ChatGPT won’t give you instructions on how to hotwire a car, but if you say you need to hotwire a car to save a baby, the algorithm is happy to comply. Organizations that rely on generative AI models should reckon with reputational and legal risks involved in unintentionally publishing bia...
Generative AI(gen AI) is an AI model that generates content in response to a prompt. It’s clear that generative AI tools like ChatGPT and DALL-E (a tool for AI-generated art) have the potential to change howa range of jobsare performed. Much is still unknown about gen AI’s potenti...
This is the simplest of all GANs. Its algorithm tries to optimize the mathematical equation using stochastic gradient descent, which is a method of learning an entire data set by going through one example at a time. It consists of a generator and a discriminator. The classification and creation...
i. The Era of Generative AI and LLMs (2020 – Present) The Generative AI age, with the introduction of Large Language Models, is a new era of technological revolution. LLMs, which have been trained on vast volumes of text, are capable of interpreting and producing human language, changing...
dating back to the 1960s when it was introduced in chatbots. It wasn't until 2014, however, with the introduction of generative adversarial networks (GANs) -- a type of machine learning algorithm -- that generative AI could createconvincingly authentic images, videos and audio of real people...
To enable generative AI solutions, businesses can either train GenAI models from scratch or select a pretrained model that can be fine-tuned to their specific needs. For example, a GenAI chatbot algorithm can be trained to the specific attributes of an organization’s customer base and business ...
What is generative AI? Generative AI refers to an artificial intelligence system that can create new content (like text, images, audio or video) based on user prompts. Generative AI is the backbone of popular chatbots like ChatGPT, Gemini and Claude, and can be used to instantly create writ...
Generative AI in action slideText1ofText/3 Hype, or reality? The relationship between hype and reality can be a delicate balance, especially when it comes to introducing new concepts or technology. While there is a lot of buzz surrounding generative AI, its impact should not be underestimated....