GenAI Essentials for Students 1.4 What Generative AI Can (and Can't) Do

AI can be a powerful tool for learning, creating, and staying organized, offering support in tasks ranging from drafting content to managing schedules. It can help generate ideas, provide explanations, and streamline repetitive work, which can help make your academic and personal productivity more efficient. However, it’s important to recognize that AI also has limitations. It may struggle with deep critical thinking, nuanced understanding, or generating truly original insights. AI can also produce errors, lack context-specific judgment, or fail to grasp the emotional and ethical dimensions of certain tasks.

Below are some examples illustrating what AI can effectively assist with, and areas where human insight and oversight remain essential, especially in academic work and personal productivity. These lists aren't exhaustive but offer a helpful starting point.

AI CAN:

Help You Create Content

Create written materials such as summaries, emails, narratives, and more
Generate code in multiple programming languages
Create images, videos, and audio from descriptions
Translate between languages

Support Your Learning

Explain complex concepts in simple terms
Help brainstorm or organize ideas
Generate practice questions or examples
Provide writing feedback and suggestions

Help You Be Productive

Summarize long documents
Create outlines and structures
Draft emails and communications
Assist with research organization

AI CAN'T:

Truly Understand

Think or reason like a human
Understand context, emotion, or nuance reliably
Learn from individual conversations (in most cases)

Provide Factual Reliability

Always provide accurate information
Verify facts or cite sources correctly
Access real-time information (depending on which tool you’re using)
Distinguish between fact and fiction consistently

Understand Your Academic Context

Understand your specific course requirements
Understand Butler's academic integrity policies
Replace critical thinking and personal reflection
Guarantee originality or plagiarism-free content