Elicit Machine Learning Reading List
December 10, 2025
The purpose of this curriculum is to help new Elicit employees learn background in machine learning, with a focus on language models. I’ve tried to strike a balance between papers that are relevant for deploying ML in production and techniques that matter for longer-term scalability.
Want to go deeper into your understanding of machine learning and large language models, but not quite sure where to start? Well, the folks at Elicit have a reading list, and it’s pretty comprehensive that they give their new hires.
A lot of these are lectures you can find on YouTube, so it’s not all dense reading.
