AI Use Cases for Mathematics at HWS

Learn more about the Mathematics program

20 practical, difficulty-rated ways Mathematics students at Hobart and William Smith Colleges can use AI — each naming the exact tutorial it links to and what you’ll take away. Click any card to watch it.

Before you use these on graded work: check your professor’s policy on AI. It differs by course, and these examples are study aids — not permission.

Easy

Explain a proof technique

Clarify how induction works with a simple example. The linked tutorial covers a 10-step ChatGPT prompt system — standard definition, an explain-it-to-a-10-year-old version, real-life analogies, a simple diagram, then a comparison table — that you aim at any concept you're stuck on.

What you'll take awayA repeatable prompt sequence that turns a confusing idea into a definition, an analogy and a diagram you can check against your course notes.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Explain a proof technique — Clarify how induction works with a simple example.

Start with a one-sentence definition, then explain it as if I'm 10, then give a real-world analogy. Finish by flagging anything scholars genuinely disagree about — and tell me what you're unsure of.
The Fastest Way to Understand Anything with ChatGPT (Full System)Muhammad Sami · 2026
Easy

Define a group homomorphism intuitively

Build intuition first, then connect it back to the formal definition. The linked tutorial covers ChatGPT's Study Mode (type /study), an interactive tutor that guides you with questions step by step instead of just handing over the answer.

What you'll take awayHow to switch ChatGPT into tutor mode so it drills you on terms and ideas rather than doing the thinking for you.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Define a group homomorphism intuitively — Build intuition first, then connect it back to the formal definition.

Define each term in one clear sentence, then give a concrete example of each in context. Once I've read them, quiz me on them one at a time and tell me what I got wrong and why.
ChatGPT Study Mode Just Changed Learning FOREVER!Ritesh Hegde - Your AI Partner · 2026
Easy

Check a derivative or integral

Verify your computation of a tricky integral. The linked tutorial covers solving calculus problems in ChatGPT step by step, showing the working rather than just the final answer.

What you'll take awayHow to prompt for worked steps you can follow and verify, instead of a bare answer.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Check a derivative or integral — Verify your computation of a tricky integral.

Walk me through how to do this step by step. Ask me any clarifying questions first, and show your reasoning so I can check it.
How to Use ChatGPT for Solving Calculus Problems | Step-by-Step TutorialTechXTuber · 2025
Easy

Summarize a textbook section

Condense a chapter on metric spaces into key ideas. The linked tutorial covers MacMost's copy-paste method — pull an article into reader view, paste it into ChatGPT after 'summarize this:', then ask for a set word count or a 10-bullet version; also how to grab a YouTube transcript to summarise a video.

What you'll take awayHow to compress a long reading or video into a summary of the exact length you need, and why pasting the source keeps it accurate.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Summarize a textbook section — Condense a chapter on metric spaces into key ideas.

Give me (1) a three-sentence summary, (2) five bullet-point key claims, and (3) anything the author asserts without supporting evidence. Text below:

[PASTE THE TEXT HERE]
How To Summarize Articles and Videos With ChatGPTmacmostvideo · 2023
Easy

Brainstorm proof strategies

Suggest approaches to prove an inequality. The linked tutorial covers three brainstorming methods in ChatGPT — a reusable custom-instructions 'brainstorm paradigm', an AI-diagram tree that fans one topic into dozens of branches, and a SWOT prompt to pressure-test an idea.

What you'll take awayThree prompt patterns you can reuse to go from a blank page to a categorised list of options, plus a way to stress-test the one you pick.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Brainstorm proof strategies — Suggest approaches to prove an inequality.

Give me 10 options grouped into 3 themes, then mark the 3 most original and explain what makes them stronger.
3 Ways to Brainstorm ANYTHING in ChatGPT! (+ Free Prompt!)AI Foundations · 2023
Easy

Generate practice problems

Produce extra exercises on eigenvalues to drill. The linked tutorial covers a practice-exam prompt that specifies your course, the topic, how many questions, the format and the Bloom's-taxonomy level, plus an answer key — then asks for the rationale behind each answer.

What you'll take awayHow to generate practice questions at the right difficulty and use the rationales to check your own reasoning.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Generate practice problems — Produce extra exercises on eigenvalues to drill.

Generate 15 practice questions — a mix of multiple choice and short answer, aimed at the 'apply' and 'analyse' levels. Include an answer key with the reasoning for each.
Using ChatGPT to Generate Practice Exam QuestionsThomas Almonroeder · 2024
Easy

Explain a counterexample

Show why a false conjecture fails with a concrete case. The linked tutorial covers a 10-step ChatGPT prompt system — standard definition, an explain-it-to-a-10-year-old version, real-life analogies, a simple diagram, then a comparison table — that you aim at any concept you're stuck on.

What you'll take awayA repeatable prompt sequence that turns a confusing idea into a definition, an analogy and a diagram you can check against your course notes.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Explain a counterexample — Show why a false conjecture fails with a concrete case.

Start with a one-sentence definition, then explain it as if I'm 10, then give a real-world analogy. Finish by flagging anything scholars genuinely disagree about — and tell me what you're unsure of.
The Fastest Way to Understand Anything with ChatGPT (Full System)Muhammad Sami · 2026
Easy

Draft an email to a professor

Ask about office hours for a real analysis question. The linked tutorial covers drafting an email in ChatGPT and improving it through conversation — the first draft is deliberately generic, then detail is added turn by turn — plus what not to paste in for privacy.

What you'll take awayWhy the first draft always reads like AI, how to iterate it into your own voice, and to keep real names out of the prompt.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Draft an email to a professor — Ask about office hours for a real analysis question.

Keep it under 150 words: polite, specific, with one clear ask. Give me two versions — one formal, one warmer. Don't include real names, ID numbers, or anything private.
How to write Emails with ChatGPT, Gemini, or any other AIAccounting Hub by Dr. Scarpin · 2025
Easy

Clarify notation

Explain what unfamiliar symbols in a paper mean. The linked tutorial covers a 10-step ChatGPT prompt system — standard definition, an explain-it-to-a-10-year-old version, real-life analogies, a simple diagram, then a comparison table — that you aim at any concept you're stuck on.

What you'll take awayA repeatable prompt sequence that turns a confusing idea into a definition, an analogy and a diagram you can check against your course notes.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Clarify notation — Explain what unfamiliar symbols in a paper mean.

Start with a one-sentence definition, then explain it as if I'm 10, then give a real-world analogy. Finish by flagging anything scholars genuinely disagree about — and tell me what you're unsure of.
The Fastest Way to Understand Anything with ChatGPT (Full System)Muhammad Sami · 2026
Easy

Outline lecture concepts

List key theorems from a topology unit for review. The linked tutorial covers using ChatGPT across the research-paper workflow — finding a topic where a genuine gap exists, then structuring the paper around it.

What you'll take awayHow to pick a defensible topic and lay out the sections before you start writing.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Outline lecture concepts — List key theorems from a topology unit for review.

Give a topic-sentence outline only — not full prose. For each section, state the argument it makes and the evidence it would need.
How to Write a Complete Research Paper using ChatGPT?Yash Mittra - YMGrad · 2025
Medium

Build a study guide of definitions, theorems, and proof sketches

Organize definitions, theorems, and proof sketches for an exam. The linked tutorial covers building a custom study plan with ChatGPT using the Ultralearning why/what/how framework — benchmarking how others learn it, then a week-by-week plan with deliverables and grading rubrics.

What you'll take awayA prompt sequence that produces a personalised study schedule with checkable milestones, plus a pass where ChatGPT critiques the plan as an expert.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Build a study guide of definitions, theorems, and proof sketches — Organize definitions, theorems, and proof sketches for an exam.

I have [X hours per week] and my exam is on [DATE]. Build a week-by-week plan with specific deliverables, and for each week give me a way to check I've actually learned it.
How To Make The ULTIMATE Self Study Plan With ChatGPT (step by step prompting guide)Tina Huang · 2024
Medium

Debug a proof draft

Find the logical gap in your argument and suggest fixes. The linked tutorial covers pasting a broken snippet into ChatGPT with the prompt 'scan the following code for potential problems' — it finds the bug (a divide-by-zero), explains why it happens and returns a fixed version.

What you'll take awayA debugging prompt formula, plus the habit of re-running the fixed code to confirm the error is actually gone.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Debug a proof draft — Find the logical gap in your argument and suggest fixes.

Tell me what's wrong, explain why it happens, then give the corrected version. Walk through the fixed code line by line with a concrete input.

[PASTE YOUR CODE AND THE ERROR HERE]
ChatGPT Debugging Code Easily with simple PromptsSkillCurb · 2023
Medium

Compare solution methods

Weigh substitution versus contour integration for a problem. The linked tutorial covers a compare-and-contrast prompt in ChatGPT (demonstrated on Buddhism vs Hinduism) that asks for similarities and differences, then expands any point you want more depth on.

What you'll take awayA prompt for structured comparisons, and how to push ChatGPT to elaborate on the specific dimension you care about.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Compare solution methods — Weigh substitution versus contour integration for a problem.

Give me a table of the key similarities and differences, then one short paragraph on which difference matters most and why.
ChatGPT - Master Compare & Contrast: Learn to Analyze and Re-Write Like a Pro!Learn Easy With Us · 2025
Medium

Analyze a dataset statistically

Compute and interpret regression results on sample data. The linked tutorial covers dragging a dataset straight into ChatGPT and prompting it to describe the data, produce descriptive statistics per column, and chart the columns you care about.

What you'll take awayHow to interrogate a spreadsheet conversationally, and why the 'analyzing' step means it ran real code rather than guessing.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Analyze a dataset statistically — Compute and interpret regression results on sample data.

I'm uploading my dataset. First describe what's in it and flag any data-quality problems, then answer my question, and show the code you ran so I can check it myself.
ChatGPT for Data Analytics - Full TutorialLuke Barousse · 2024
Medium

Plan a research reading sequence

Sequence papers building toward a senior thesis topic. The linked tutorial covers building a custom study plan with ChatGPT using the Ultralearning why/what/how framework — benchmarking how others learn it, then a week-by-week plan with deliverables and grading rubrics.

What you'll take awayA prompt sequence that produces a personalised study schedule with checkable milestones, plus a pass where ChatGPT critiques the plan as an expert.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Plan a research reading sequence — Sequence papers building toward a senior thesis topic.

I have [X hours per week] and my exam is on [DATE]. Build a week-by-week plan with specific deliverables, and for each week give me a way to check I've actually learned it.
How To Make The ULTIMATE Self Study Plan With ChatGPT (step by step prompting guide)Tina Huang · 2024
Medium

Explain a paper's main argument

Synthesize a research article's method and significance. The linked tutorial covers a 10-step ChatGPT prompt system — standard definition, an explain-it-to-a-10-year-old version, real-life analogies, a simple diagram, then a comparison table — that you aim at any concept you're stuck on.

What you'll take awayA repeatable prompt sequence that turns a confusing idea into a definition, an analogy and a diagram you can check against your course notes.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Explain a paper's main argument — Synthesize a research article's method and significance.

Start with a one-sentence definition, then explain it as if I'm 10, then give a real-world analogy. Finish by flagging anything scholars genuinely disagree about — and tell me what you're unsure of.
The Fastest Way to Understand Anything with ChatGPT (Full System)Muhammad Sami · 2026
Hard

Write and debug simulation code

Build a Monte Carlo simulation and verify convergence numerically. The linked tutorial covers pasting a broken snippet into ChatGPT with the prompt 'scan the following code for potential problems' — it finds the bug (a divide-by-zero), explains why it happens and returns a fixed version.

What you'll take awayA debugging prompt formula, plus the habit of re-running the fixed code to confirm the error is actually gone.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Write and debug simulation code — Build a Monte Carlo simulation and verify convergence numerically.

Tell me what's wrong, explain why it happens, then give the corrected version. Walk through the fixed code line by line with a concrete input.

[PASTE YOUR CODE AND THE ERROR HERE]
ChatGPT Debugging Code Easily with simple PromptsSkillCurb · 2023
Hard

Model a dynamical system

Code and analyze a system of differential equations with checks. The linked tutorial covers pasting a broken snippet into ChatGPT with the prompt 'scan the following code for potential problems' — it finds the bug (a divide-by-zero), explains why it happens and returns a fixed version.

What you'll take awayA debugging prompt formula, plus the habit of re-running the fixed code to confirm the error is actually gone.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Model a dynamical system — Code and analyze a system of differential equations with checks.

Tell me what's wrong, explain why it happens, then give the corrected version. Walk through the fixed code line by line with a concrete input.

[PASTE YOUR CODE AND THE ERROR HERE]
ChatGPT Debugging Code Easily with simple PromptsSkillCurb · 2023
Hard

Verify a computational proof

Use a proof assistant to formalize and check a theorem. The linked tutorial covers pasting a broken snippet into ChatGPT with the prompt 'scan the following code for potential problems' — it finds the bug (a divide-by-zero), explains why it happens and returns a fixed version.

What you'll take awayA debugging prompt formula, plus the habit of re-running the fixed code to confirm the error is actually gone.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Verify a computational proof — Use a proof assistant to formalize and check a theorem.

Tell me what's wrong, explain why it happens, then give the corrected version. Walk through the fixed code line by line with a concrete input.

[PASTE YOUR CODE AND THE ERROR HERE]
ChatGPT Debugging Code Easily with simple PromptsSkillCurb · 2023
Hard

Design a numerical experiment

Structure and debug code testing a conjecture across cases. The linked tutorial covers designing a study end-to-end in ChatGPT — research questions, hypotheses, survey items, sample size and sampling method, R code for the analysis, then implications and titles.

What you'll take awayA full research-design workflow, including how to answer a reviewer who says your sample is too small.

Starter prompt — paste into ChatGPT
I'm a Mathematics student at HWS. My task: Design a numerical experiment — Structure and debug code testing a conjecture across cases.

Propose a research question, hypotheses, method, sample and sampling strategy, and the analysis plan. Then critique the weaknesses of your own design.
Using ChatGPT to design a research study: research question, method, analysis, discussion, titles.Ranywayz Random · 2023

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