How to Understand ML Papers Quickly

it’s important to be aware of how they work under the hood to avoid unnecessary costs and headaches.

The current wave of advances in artificial intelligence doesn’t actually bring us intelligence but instead a critical component of intelligence: prediction. Prediction is a central input into decision-making. Economics has a well-developed framework for understanding decision-making. The new and poorly understood implications of advances in predict

Whenever you hear about a supposed success in AI, here’s a list of six questions you could ask: Stripping away the rhetoric, what did the AI system actually do here? How general is the result? (E.g., does an alleged reading task measure all aspects of reading, or just a tiny slice of it?) Is there a demo where I can try out my own examples? (Be ver