AI Forecasting Research Ideas

By Jaime Sevilla, lennart @ 2022-11-17T17:37 (+78)

This is a linkpost to https://docs.google.com/document/d/1Vva6AW_udvfavtldWuGbqf8NbbzsgEH8mESEX6NlOvM

Overview

• The linked document contains a collection of AI Forecasting research ideas, prepared by some Epoch employees in a personal capacity
• We think that these are interesting and valuable projects that research interns or students could look into, though they may vary in difficulty (depending on your background/experience)
• This is the result of a quick brainstorming and curation, rather than a thorough deliberative process. We encourage a critical outlook when reading them
• You may also be interested in these other forecasting research ideas suggested by Jaime Sevilla 
• You can use Epoch’s database as a resource for finding notable machine learning papers with parameter, compute, and dataset sizes. On Epoch website you can also find our past research, a tool for visualising the dataset, and some other tools like this compute calculator.
• Please feel free to contact us for clarification about these questions!