LLM & GenAI - Articles, Blogs, References

Goal: Basic compilation of (mostly non-technical) articles on generative AI and large language models.

The primary objective of this page is to compile blogs, research articles and videos/courses related to LLM and Generative AI.

Blogs and General Articles

• What's the big deal with Generative AI? Is it the future or the present? (from Cohere)

• Generative AI and intellectual property

• What Are Generative AI, Large Language Models, and Foundation Models? By Helen Toner

• What Is ChatGPT Doing … and Why Does It Work (Stephen Wolfram)?

• The History of LLMs (turingpost)

• Emerging Architectures for LLM Applications (a16z)

• Large Language Models Use Cases and Applications (Vectara)

• BCG - A Generative AI Roadmap for Financial Institutions

• The New Yorker - ChatGPT Is a Blurry JPEG of the Web

• What Are ChatGPT and Its Friends (O'Reilly's free e-book)

• What Is ChatGPT Doing … and Why Does It Work?

• How Generative AI Is Transforming Business And Society (OliverWyman)

Youtube Courses/Video/Visualization

• Generative AI for Beginners - A Course (Microsoft)

• 1hr Talk Intro to Large Language Models by Andrej Karpthy (Youtube)

• But what is a GPT? Visual intro to Transformers (Youtube)

• DeepLearning.AI Short Courses on GenAI

• Getting Started With LLMs (from Kaggle)

• How To Automate Your Literature Review ETHICALLY Using ChatGPT (Prof. David Stuckler)

• LLM Visualization

• Large language models, explained with a minimum of math and jargon

Selected Research Articles/References

• Large Language Models Understand and Can Be Enhanced by Emotional Stimuli

• Ethical and social risks of harm from Language Models (from Deep Mind)