Spaced repetition systems have gotten better

Pro Tip , if you're using LLMs to learn, create an MCP tool for them to insert Anki cards on topics you're discussing in a csv on google drive, then sync that with you anki decks on your phone.

This was a game changer for me and working with LLMS, while I still think they make you dumb, and we essentially use them to offload critical thinking (almost only find myself using them when tired lazy, and just cant), if you must use them use them as a study tool.

I created a python script that checks my anki deck for the cards that I'm scheduled to review the next day and asks an LLM to generate new sentences for the cards, so that every time I see them, I see them in a new context.

I did this because I realized I was hitting an issue where I theoretically "knew" a word (would get it always correct on the card), but wouldn't always recognize it in a novel context.

I'm hoping that having the context be variable when I'm learning it will help fix this issue.

> ”I realized I was hitting an issue where I theoretically "knew" a word (would get it always correct on the card), but wouldn't always recognize it in a novel context.”

Some of the problem is due to the specificity of the training effect. I.e., if you mostly practice something through flash cards then you’re going to be training your ability to work with that on flash cards.

With language, there’s an additional challenge—many if not most words have different meanings in different contexts.

Yeah, I'm trying to spend a lot more of my language learning time just reading/listening to content in my target language, but it's actually pretty difficult to find enough content that is in the right difficulty band where it has some words/grammar etc. that I am still learning but not so much that I just can't understand it at all.

Check out if there are comprehensible input sites for your target language if you haven’t already, for example fo spanish there is: https://www.dreamingspanish.com/ which puts out videos labeled with various difficulties of speaking and listening

How well does this work?