# LLUF brainstorming AI interventions
*For some of these, please add at least a line or two of explanation.*

## categories:

* teaching-staff-facing:
* Office Hour Scheduler (GPT): Automates the scheduling of office hours based on student availability and
preferences.
* Syllabi/Teaching Manual Query Tool (GPT): Allows instructors to quickly find information within syllabi and
teaching manuals.
* Syllabi Language/Course Policy (text): Provides standardized language for course policies, ensuring clarity and
consistency.
* Syllabi Schedule Creator (GPT): Divides materials into a reading schedule
* Lesson Plan Generator (GPT): Creates customized lesson plans based on learning objectives and course content.
* Student Progress Analyzer (GPT/Data): Analyzes student performance data to identify trends and areas for
improvement.
* Feedback Summarizer (GPT): Compiles student feedback from surveys and evaluations, generating actionable
summaries
for course improvement.
* Curriculum Alignment Checker (GPT): Ensures that course materials align with learning objectives and standards.
* Interactive Quiz Creator (GPT): Enables instructors to create engaging quizzes for assessing student
understanding.
* Code Accuracy Checker (GPT/CS classes): Checks student code for syntax errors and logical issues, providing
targeted feedback.
* Mathematical Proof Verifier (GPT/Math classes): Reviews and verifies mathematical proofs for correctness.
* Translation Consistency Checker (GPT/Translation classes): Ensures translations maintain consistency in
terminology and style.
* Terminology Clarification Tool (GPT): Clarifies complex terms or concepts for both instructors and students.
* Code Comment Generator (GPT/CS classes): Generates comments for code snippets, enhancing readability and
understanding.
* Lab Report Grader (GPT/Biology & Chemistry classes): Assesses lab reports for accuracy, methodology, and
scientific clarity.
* Music Theory Concept Clarifier (GPT/Music classes): Simplifies complex music theory concepts for easier
understanding.
* Plagiarism Checker Tool: Checks documents for plagiarism taking into account given citations
* Accessible Content Checker (GPT): Analyzes course materials for accessibility compliance, ensuring that text,
images, and multimedia are usable by all students, including those with disabilities.
* Automated Captioning Tool (GPT): Generates real-time captions for live lectures and presentations, making content

* student-facing:
* Assignment-Specific Tutor (GPT): Provides targeted assistance and resources for specific assignments.
* Deadline/Syllabi Helper (GPT): Reminds students of upcoming deadlines and important dates from syllabi.
* AI Proof and/or Pro-AI Assignment (text): Generates assignments that incorporate AI tools and concepts.
* Essay Feedback Generator (GPT): Offers constructive feedback on student essays to improve writing quality.
* Personalized Study Plan Assistant (GPT): Creates customized study plans based on student learning goals and
schedules.
* Project Brainstorming Assistant (GPT): Helps students generate ideas and outline projects effectively.
* Code Debugging Assistant (GPT/CS classes): Aids students in identifying and fixing bugs in their code.
* Equation Step-by-Step Solver (GPT/Math classes): Provides detailed solutions to mathematical equations,
explaining each step.
* Vocabulary Trainer (GPT/Translation & Language classes): Offers practice exercises to improve language
vocabulary.
* Formula Explanation Tool (GPT/Math classes): Clarifies mathematical formulas and their applications.
* Translation Accuracy Guide (GPT/Translation classes): Assists students in ensuring the accuracy of their
translations.
* Organic Chemistry Reaction Guide (GPT/Chemistry classes): Guides students through organic chemistry reactions and
mechanisms.
* Interactive Music Composition Tool (GPT/Music classes): Allows students to compose music by providing suggestions based on their ideas.
* Creative Writing Prompt Generator (GPT): Generates prompts to inspire creative writing.
* Interactive Historical Map Tool (GPT/History classes): Visualizes historical events on maps, enhancing
understanding of context.
* Exam Simulation Tool (GPT): Simulates timed exams, helping students practice time management and test strategies.
* Reading assistant (GPT): can be deployed with a GPT that has access to the primary book and secondary sources;
the assistant can be on standby while the student reads, and is available to clarify any vocabulary or ideas.
* Graph digitalizer (GPT): Takes images of handwritten graphs and returns code to produce the same graph in
MatPlotlib, for example.
* "Cheatsheet" checker (GPT): For classes with exam that allow cheatsheets; checks the contents of the cheatsheet
against existing practice exams and returns any gaps in the cheatsheet contents.
* Analogy generator (GPT/many applications, but written with Statistics classes in mind): For any distribution or
formula, come up with a ludic analogy (Simpson's paradox, black and white balls in an urn, the splitting amoeba
are all existing examples)
* Acronym generator (GPT): generates an acronym from a sentence.
* Citation generator (GPT): generates citations when a student pastes a link to a source
* Text-to-Speech Reader (GPT): Converts reading assignments and digital text into spoken words, allowing students
with visual impairments or reading disabilities to access content more easily.
* Speech-to-Text Transcription Tool (GPT): Converts spoken lectures or discussions into written transcripts,
assisting students who are deaf or hard of hearing.
* Mental Health and Well-being Assistant (GPT): A supportive AI resource that can provide students with mental
health tips, stress management techniques, and resources for seeking help, fostering a healthier academic
environment.

* student-generated:
* Study Guides Based on Practice Exams (GPT/NotebookLM): Creates personalized study guides from past exams, video
essays, homework assignments, lecture notes, etc.
* Conversation Partners (GPT): Matches students for language practice or discussion based on topics of interest.
* Collaborative Note-Taking (GPT/NotebookLM): Enables real-time collaboration on notes among students.
* AI-Enhanced Peer Review (GPT): Provides AI-generated suggestions for improving peer drafts.
* Custom Quiz Builder (GPT): Allows students to create their own quizzes tailored to specific topics.
* AI Discussion Board Facilitator (GPT): Moderates discussions, summarizing key points and prompting further
engagement.
* Research Paper Outline Generator (GPT): Helps students organize research paper outlines and suggest relevant
sources.
* Code Refactor Suggestion Tool (GPT/CS classes): Suggests improvements for optimizing and cleaning up student
code.
* Problem Set Solution Guide (GPT/Math classes): Offers solutions and explanations for math problem sets.
* Custom Vocabulary Flashcards (GPT/Translation & Language classes): Generates personalized flashcards for
vocabulary practice.
* Peer Translation Review Assistant (GPT/Translation classes): Facilitates peer reviews of translation assignments
for constructive feedback.
* Chemical Compound Identifier (GPT/Chemistry classes): Assists in identifying and understanding chemical compounds
based on given structures.
* Grammar Checking Tool (GPT): Corrects spelling, punctuation, and grammar of submitted documents.
* ScholarFinder AI: helps discover high-quality scholarly papers through advanced filtering, recommendations, and
citation analysis tailored to the students academic interests.