I thought this sounded familiar…

https://sloanreview.mit.edu/article/ai-and-statistics-perfect-together/

AI and Statistics: Perfect Together

People are often unsure why artificial intelligence and machine learning algorithms work. More importantly, people can’t always anticipate when they won’t work. Ali Rahimi, an AI researcher at Google, received a standing ovation at a 2017 conference when he referred to much of what is done in AI as “alchemy,” meaning that developers don’t have solid grounds for predicting which algorithms will work and which won’t, or for choosing one AI architecture over another. To put it succinctly, AI lacks a basis for inference: a solid foundation on which to base predictions and decisions.

This makes AI decisions tough (or impossible) to explain and hurts trust in AI models and technologies — trust that is necessary for AI to reach its potential. As noted by Rahimi, this is an unsolved problem in AI and machine learning that keeps tech and business leaders up at night because it dooms many AI models to fail in deployment.

Fortunately, help for AI teams and projects is available from an unlikely source: classical statistics. This article will explore how business leaders can apply statistical methods and statistics experts to address the problem.

Clogging congress. (Or any organization that would take this seriously.)

https://www.schneier.com/blog/archives/2024/04/using-ai-generated-legislative-amendments-as-a-delaying-technique.html

Using AI-Generated Legislative Amendments as a Delaying Technique

Canadian legislators proposed 19,600 amendments —almost certainly AI-generated—to a bill in an attempt to delay its adoption.

Resource.

https://www.bespacific.com/free-guide-learn-how-to-use-chatgpt/

Free guide – Learn how to use ChatGPT

Ben’s Bites – Learn how to use ChatGPT. An introductory overview of ChatGPT, the AI assistant by OpenAI – Designed for absolute beginners, this short course explores in simple terms how AI assistant ChatGPT works and how to get started using it.

Tools & Techniques. Could this be trained for other topics?

https://news.yale.edu/2024/04/16/student-developed-ai-chatbot-opens-yale-philosophers-works-all

Student-developed AI chatbot opens Yale philosopher’s works to all

LuFlot Bot, a generative AI chatbot trained on the works of Yale philosopher Luciano Floridi, answers questions on the ethics of digital technology.

Visit this link to converse with LuFlot about the ethics of digital technologies.