AI – Recommended reading

Here are valuable articles and resources for reading up on AI

AI models

Chatbot Arena LeaderboardBenchmark of LLM’s (large language models)
Hugging Face Hosts collection of ML and Deeplearning models
TTS ArenaBenchmark text to audio models

How AI works underneith the hood (math and stuff)

How do feature selectionHow to removing non-informative or redundant predictors from the model
Gradient descent & learning rate explanedWhen the model prediction deviates from the expectation, gradient descent explaines a way to calculate the adjustments on the parameter in the model.
Gradient descent (wikipedia)Has a nice 2D animation showing gradient descent