# How to Read AI/ML Research Papers

DevFeed: [How to Read AI/ML Research Papers](<https://devfeed.tech/articles/how-to-read-ai-ml-research-papers-18275.md>)

Original publisher: [Read original article](<https://www.intoai.pub/p/how-to-keep-up-with-aiml-research>)

Author: Dr. Ashish Bamania

Published: 2026-07-18T18:07:47Z

Content type: tutorial

Language: en

Sources: [Into AI](<https://devfeed.tech/sources/into-ai.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [math](<https://devfeed.tech/topics/math.md>)

Tags: [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [llm](<https://devfeed.tech/tags/llm.md>), [math](<https://devfeed.tech/tags/math.md>), [research](<https://devfeed.tech/tags/research.md>)

## AI overview

A practical guide to reading AI/ML research papers, addressing mathematical notation, dense academic language, and the volume of published work. It recommends using LLMs to clarify difficult passages and taking a top-down approach to learning the mathematics needed for a specific paper.

## Source excerpt

(Without burning out)