jtleek/ai

A few AI resources that I've found interesting or that we are working on

ai's Issues

Transparency

https://twitter.com/kdpsinghlab/status/1666486050854690828?s=20

AI resources to add

technical:
https://vickiboykis.com/what_are_embeddings/index.html

fun, not technical things:
https://bookshop.org/p/books/god-human-animal-machine-technology-metaphor-and-the-search-for-meaning-meghan-o-gieblyn/15776439?gclid=Cj0KCQjwuNemBhCBARIsADp74QTbgVPhhW8eoPkEMIJW5z1DRaPlcPcIWrP3FNzj9TzJzA4DPYGzhi4aApV9EALw_wcB (SO good!)

https://bookshop.org/p/books/you-look-like-a-thing-and-i-love-you-how-artificial-intelligence-works-and-why-it-s-making-the-world-a-weirder-place-janelle-shane/114149?gclid=Cj0KCQjwuNemBhCBARIsADp74QQFHqYFh9n3VeGKkywMvPt2MKB6lSoMrzhPx-XI2bY_arDi6fPfnRAaAqqUEALw_wcB

ethics:
https://www.pbs.org/independentlens/documentaries/coded-bias/ (on Netflix)
https://medium.com/@emilymenonbender

Videos

Videos

• Artificial Intelligence: The Good, the Bad, and the Ugly by Yaser Abu-Mostafa In this lecture, Abu-Mostafa will explain the science of AI in plain language and explore how the scientific details illustrate the risks and benefits of AI. Between the extremes of "AI will kill us all" and "AI will solve all our problems," the science can help us identify what is realistic and what is speculative, and guide us in our planning, legislation, and investment in AI.
• How AIs, like ChatGPT, Learn by CPG Grey How do all the algorithms, like ChatGPT & Bing, around us learn to do their jobs?
• How AI Could Empower Any Business by Andrew Ng Expensive to build and often needing highly skilled engineers to maintain, artificial intelligence systems generally only pay off for large tech companies with vast amounts of data. But what if your local pizza shop could use AI to predict which flavor would sell best each day of the week? Andrew Ng shares a vision for democratizing access to AI, empowering any business to make decisions that will increase their profit and productivity.
• Computer Scientist Explains Machine Learning in 5 Levels of Difficulty by Hilary Mason WIRED has challenged computer scientist and Hidden Door cofounder and CEO Hilary Mason to explain machine learning to 5 different people; a child, teen, a college student, a grad student and an expert.
• But what is a neural network? by 3Blue1Brown A no-background-required introduction to neural networks, the fundamental building block of many recent artificial intelligence systems.
• How AI Could Save (Not Destroy) Education by Sal Khan Sal Khan, the founder and CEO of Khan Academy, thinks artificial intelligence could spark the greatest positive transformation education has ever seen. He shares the opportunities he sees for students and educators to collaborate with AI tools -- including the potential of a personal AI tutor for every student and an AI teaching assistant for every teacher -- and demos some exciting new features for their educational chatbot, Khanmigo.