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machine-learning

"Once men turned their thinking over to machines in
the hope that this would set them free. But that only
permitted other men with machines to enslave them."

― Frank Herbert, Dune 1965

understanding

textbooks

- [An Introduction to Statistical Learning]

- [Elements of Statistical Learning]

blogs

- [Chris Olah's Blog]

ethical AI

failure & risk documentation

- [AI vulnerability database] - an open-source, extensible knowledge base of AI failures

- [AI incident database] - the AI incident database is dedicated to indexing the collective history of harms or near harms realized in the real world by the deployment of artificial intelligence systems. like similar databases in aviation and computer security, the AI incident database aims to learn from experience so we can prevent or mitigate bad outcomes.

Gemini Links:

index and recent changes

directory of all pages

Web Links:

An Introduction to Statistical Learning

Elements of Statistical Learning

Chris Olah's Blog

AI vulnerability database

AI incident database