A Blog of the ZHAW Zurich University of Applied Sciences
Welcome to the Generative AI category of our blog, where we provide a diverse range of content to keep you informed and up-to-date with the latest developments in the field. Our articles include survey articles, practical guides, and research findings that explore the technology, applications, and ethical considerations of generative AI.
Our survey articles provide an overview of the current state-of-the-art in generative AI, highlighting the latest breakthroughs and trends in the field. Our practical guides offer step-by-step instructions and best practices for implementing generative AI in your business or personal projects, giving you the tools you need to leverage this powerful technology.
In addition, we share our own research efforts in generative AI, providing insight into our experiments and findings. We explore a variety of applications of generative AI, the challenging task of evaluating generative AI as well as technical components of generative models.
Join us as we explore the cutting-edge world of generative AI!
What is the difference between human and ChatGPT’s understanding of language? Let’s ask linguistics. It’s over a year since ChatGPT’s release to the world. There is still a lot of hype going around regarding whether ChatGPT and its later versions, including GPT-4, have a “true” understanding of human language and whether we are now close […]
ChatGPT caused quite a stir. While impressive, it’s a “black box”: it’s unclear how it was trained, what data it used, and it cannot be fine-tuned for specific use cases or sensitive data. The release of the more transparent LLaMA model (and likely its leakage on the internet) has led to rapid model development. First, a new model was released every month, then every week, and now every second day. Keeping up with the latest advancements is challenging and exhausting, but this blog post offers a guide to running open-source language models locally for researchers and businesses.
A brave new World Every once in a while, a new technology with a significant societal impact comes along. To many, it seems that ChatGPT fits this criterion. Scrolling through Twitter and LinkedIn, one might get the impression that NLP is solved or that we are all doomed (depending on whom you follow). Although ChatGPT […]