A useful way to think about LLMs is as a well-read, tireless and eager-to-please ‘intern’ who often misunderstands and gets things wrong and so needs explicit guidance, context, steering and examples.

This course provides a comprehensive introduction to diffusion models and flow models for generative AI, covering both theoretical foundations and methodological advancements. The course is divided ...

Deep learning is a branch of machine learning based on algorithms that try to model high-level abstract representations of data by using multiple processing layers with complex structures. One of the ...

This report focuses on two trends in the research and development (R&D) of artificial intelligence (AI) technology, namely "Fourth-Generation AI" and "Trustworthy AI," and provides strategic proposals ...

The timeline shows representative Generative AI technologies that were developed and refined during different historical periods. The color of each bullet point indicates the specific stage in the ...

In the last few years, generative AI has redefined product design and marketing for businesses looking to stay ahead. In fact, the market for AI in product design is projected to rapidly grow at a ...