In artificial intelligence (AI) and natural language processing (NLP), sequence modeling is incredibly important. It’s the foundation for many applications we use every day, like language translati...

Recently I watched a talk by Ilya Sutskever on neural networks, and I’ve got to say, it was pretty mind-blowing. Let me break down some of the key points he made about why neural networks are the b...

The original transformer’s architecture is similar to the one below. But let’s avoid discussing the way it is represented. We will use not-technical terminology to understand how LLM works and why ...

The Lean Startup methodology, as outlined in the book “The Lean Startup” by Eric Ries, offers a powerful and systematic approach for entrepreneurs and innovators to navigate the inherent uncertaint...

Retrieval Augmented Generation (RAG) is a powerful technique that enhances large language models (LLMs) by incorporating external knowledge sources. This allows LLMs to access and reference authori...