Skip to content
Submit incident
AII-1001-94667
AllegedThe record is a lawsuit, complaint or accusation that has not been decided.

Northwestern student demands tuition refund over AI-generated lecture notes

A Northwestern University student discovered that her instructor used ChatGPT and other AI tools to create lecture notes while the course syllabus prohibited students from using AI, and demanded an $8,000 tuition refund. The university declined the refund but subsequently issued AI usage guidelines requiring disclosure and accuracy review.

February 2025 Β· Rick Arrow Β· Governance, accountability and labour
February 2025
AII-1001-946672 sources ↓
Quick facts
Category
Governance, accountability and labour
Country
United States
Source
mk.co.kr
Date
February 2025
Drafted by
Raidu Incident Detection

What happened

In February 2025, Northwestern University student Ella Stapleton discovered that adjunct professor Rick Arrow had used ChatGPT to create lecture notes for her organizational behavior course. The lecture notes contained visible ChatGPT prompts such as 'expand across all areas, write it more detailed and specific' embedded in the text.

Stapleton examined Arrow's other course materials and found characteristic AI-generated errors including distorted photographs and nonsensical typos. The course syllabus stated that students were prohibited from using AI or chatbots in assignments or exam answers as academic misconduct.

Reported impact

Stapleton filed an official complaint with the business school demanding a refund of $8,000 representing her portion of tuition for that course. After meeting with business school officials multiple times, she received a refusal on the day after graduation in May, stating that a refund was not possible.

Index analysis

Arrow stated that he had used ChatGPT, Perplexity, and Gamma on his existing course materials to create new lecture notes. He claimed the results appeared acceptable at first glance and that he had not realized the AI-generated materials contained errors until the school investigated. The course was discussion-based, he said, and the materials were not used during class time.

Governance controls

Northwestern University issued formal AI usage guidelines in late March 2025 following the incident. The guidelines require that any AI use be disclosed and that results must be reviewed for accuracy and appropriateness.

Classification

Category
Governance, accountability and labour
Industry
Education and training
Country
United States
Harm status
Actual harm
Intent
Unintentional
Timing
Post-deployment
Harm types
Economic or property, Reputational
Failure modes
Hallucination
AI systems
ChatGPT, Perplexity, Gamma

Sources and evidence

This record was researched and written by the Index, based on the following original reporting.

mk.co.kr
"μ±—GPT μ“°λ©΄ λΆ€μ •ν–‰μœ„" κ²½κ³ ν•œ ꡐ수...μ•Œκ³ λ³΄λ‹ˆ κ°•μ˜λ…ΈνŠΈλ„ 'AI μž‘ν’ˆ' - 맀일경제
15 May 2025
μ—°ν•©λ‰΄μŠ€
"μ±—GPT λͺ»μ“°κ²Œ ν•˜λ”λ‹ˆ μ •μž‘ κ΅μˆ˜λŠ”..." ηΎŽν•™μƒ, λ“±λ‘κΈˆ ν™˜λΆˆ μš”κ΅¬ | μ—°ν•©λ‰΄μŠ€
15 May 2025