I aspire to better equip myself as a researcher and writer. As part of this, for me at least, I think that developing a note-taking (or marginalia) system would be useful. I read a ton of nonfiction and have especially been into history, economics, and geopolitics lately…but my “system” tends to just “highlight” insightful stuff in my Kindle and then…everything kinda falls off the map for me. I should probably start going back, reviewing the highlights, and making notes in a separate notebook/app/document for later research and writing purposes.

I thought it might be interesting to learn more about everyone’s reading/studying routine and specifically note-taking processes. I’m especially curious about those who blog/publish writings, and how they work to gather their thoughts and information as they are reading.

If you don’t mind sharing a bit about your note taking process or systems, here are some questions for discussion:

1. What is your process, generally? (Do you read print/digital/audio? Does your note taking change depending on different formats? Do you highlight with specific colors for certain reasons? What do you find yourself notating most frequently?)

2. Do you use pen/paper or is there a specific app you like to use for note-taking/research purposes?

3. If you use an app, what is your process for book notes? Do you take notes on paper and then transfer it to the digital app later when you’re reviewing? Do you take notes directly into the app?

4. Any other advice for someone looking to improve their learning/knowledge through more focused and intentional reading and note taking?

Here's a place to share machine learning research papers that seem interesting to you. I'm no expert, but sometimes I skim them, and maybe there are some folks on Tilde who know more than I do?

One paper per top-level post, and please link to arXiv (if relevant) and quote a bit of the abstract.