C066 πŸ”¬ Research Papers 1 Prompt

Math & Notation Translator: Symbols to Words

Don’t let Greek letters and subscripts lock you out of a paper. This prompt turns opaque equations into plain English β€” with symbol definitions, explanations, and worked examples.

6 min read Equations Guide 6 of 6
PR040 Academic Paper Navigator
Use before reading a research paper
I’m reading an academic paper. Here’s the abstract: “[paste abstract]” Before I read the full paper, help me: – Identify the research question and why it matters – Understand what to pay attention to in each section (intro, methods, results, discussion) – Flag jargon I should look up first – Tell me what questions to keep in mind while reading
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What to Include When Asking AI to Explain Equations

You’re reading a paper that looks promising β€” until you hit a wall of subscripts, summation signs, and Greek letters. The abstract made sense. The introduction was clear. Then the methods section arrived and suddenly you’re staring at notation that might as well be hieroglyphs.

This is where most non-specialist readers abandon a paper. But you don’t have to. The key to using AI to explain equations in words is giving it enough context to translate accurately.

Always include the abstract. It anchors the AI in the paper’s domain and research question. A sigma (Οƒ) means something different in statistics, physics, and computer science. The abstract tells AI which interpretation to use.

Copy equations exactly. Subscripts, superscripts, and special characters all matter. If you can’t copy-paste from the PDF, describe the layout: “x subscript i, superscript 2” or use standard text conventions like x_i^2.

Specify your level. Add a line like “Explain this as if I have an undergraduate understanding of statistics.” This calibrates the explanation to your actual knowledge.

πŸ“Œ Key Insight

The Paper Map Prompt is your ideal first step β€” it gives you the overall structure before you dive into equations. Once you know what each section does, you can focus your notation translation efforts on the equations that matter most.

For the complete research paper reading toolkit, explore the Read Research Papers pillar or return to the AI for Reading hub.

Frequently Asked Questions

Many PDFs don’t allow clean copy-paste of equations. Options: describe it in words (“x subscript i squared”), use LaTeX-style notation (x_i^2), or take a screenshot and use a multimodal AI tool that can read images.
Equations are ambiguous without context. The same symbol can mean different things in different fields. The abstract tells AI the domain, which enables accurate interpretation of notation.
Ask for a numerical example with simple numbers. If the equation calculates a probability, ask AI to show the calculation with made-up but realistic values. Working through actual numbers often clarifies what abstract notation means.
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