A sleek, futuristic black box with glowing lights and tangled wires going in/out.

Generative AI Works in a Mysterious Way – Explainability in AI

The English poet William Cowper wrote that “God moves in a mysterious way, his wonders to perform” in his 1773 poem “Light Shining out of Darkness”. The same could be said of large language models (LLMs), the technology underpinning generative AI. LLMs are capable of extremely fluent conversation and answer questions with authority and confidence,…

A conveyor belt feeding bright, clean, polished code or data blocks into a sophisticated machine or brain, with low-quality or damaged blocks filtered out or falling away.

Garbage In, Garbage Out – The Importance of Training Data for LLMs

As the large language models (LLMs) that underlie artificial intelligence chatbots like ChatGPT permeate more and more of daily life, people are increasingly coming to depend on them. Students use LLMs to help with their homework, programmers use LLMs to debug code or write new program code, and marketers to write descriptive content about their…