Education Material Showcase
Abstract
We will showcase all the accepted papers from: https://openreview.net/group?id=NeurIPS.cc/2025/Education_Program#tab-your-consoles
From Data to CO₂: The Hidden Climate Cost of Artificial Intelligence https://openreview.net/forum?id=Z2laB12Hix
How AI Vaccines Work: Fine‑Tuning, Prompt Injection Defense, and Red‑Teaming to Keep AI Safe https://openreview.net/forum?id=8yeuKSEbMY
Ethical Algorithms for the Modern Clinician https://openreview.net/forum?id=FIQeorc5z5
AHA Moments in AI: Classroom Conversation Starters for High School Students https://openreview.net/forum?id=glBHwBwGAD
A Brief Lesson on Transformers https://openreview.net/forum?id=jxzvYQ1G7S
Interpreting Large Language Models (LLMs) with Geometry https://openreview.net/forum?id=X8ON3ZDBP1
Oregon State University Artificial Intelligence Literacy Videos https://openreview.net/forum?id=86do3uR6vU
You Didn't Train a Model: Common Patterns in Mislabeling AI Development Efforts https://openreview.net/forum?id=F3xEv3mMy3
From Basics to Artificial Intelligence: Designing Significant Early-Stage AI Courses https://openreview.net/forum?id=aBS7SwLqSP
AI & Human Co-Creativity: LLM Hallucinations are Features, Prompts are Experiments, AI is not a being https://openreview.net/forum?id=2UtRJKCHF9
How do AI models process multimodal inputs? https://openreview.net/forum?id=eXkCtjqZG0
IoT-MCP: Design and Control IoT Systems via LLMs https://openreview.net/forum?id=hB1hzziKjK
Beat the Machine — Can You Triage Better than AI? (AI in Healthcare: Triage Through 7 Cases and When It Fails) https://openreview.net/forum?id=u97ugwplrU
Tangled Up in Bluebook: Preparing Lawyers to Catch AI Hallucinations Before They Hit the Record https://openreview.net/forum?id=TGbnXXeyDW
When AI Spills Its Secrets: Detecting System Prompt Leaks in Large Language Models https://openreview.net/forum?id=KdQ3pjbSjt
Benchmarks 101 https://openreview.net/forum?id=TSkYNaS4RA
How are Physiological Time Series Data used for Health Research with AI? https://openreview.net/forum?id=Xc6lUT1xug
Understanding How Neural Networks See (and Read) https://openreview.net/forum?id=vHlXiUBvGV
GPT is Coming to Class: A Song https://openreview.net/forum?id=NFtoVPrxXs
XAI: Explaining How AI Makes Decisions https://openreview.net/forum?id=IuS6xI7nfh
Next Token Predication in Decoder Only Models https://openreview.net/forum?id=kKWIgTxchb
Safe AI: Prompt Injection, Data Exfiltration, and Defense-in-Depth https://openreview.net/forum?id=4oxLAmsSRp
AI Safety Fundamentals in Business, Medicine, and Social Media https://openreview.net/forum?id=3x7hrwl0Zl
The AI Scientist - Physics Informed Neural Networks (PINNs) https://openreview.net/forum?id=LVvnfalppC
How to Train a Model: A hands-on, interactive guide to understanding how calculus is used to train AI models. https://openreview.net/forum?id=t99LtZ3Pua
Understanding the Evolution of AI through the Lens of Authorship Verification https://openreview.net/forum?id=Eu5JMON9Gs
Deep Learning for Drug Discovery: A Case Study in Kinase Inhibitors for Anti-Cancer Therapies https://openreview.net/forum?id=spyuQeeO3r
An Interactive Demo of Multiplicity in ML https://openreview.net/forum?id=eYvWzw1xxZ
Understanding Bias and Ethics in AI - Video Submission https://openreview.net/forum?id=t9xBVVtXli
Inside Recommender Systems: How They Work and Why They Matter https://openreview.net/forum?id=5RSottXkP4
The Beginners Mind Guide to ML https://openreview.net/forum?id=F70qsvZ72R
Inside AI Assistant https://openreview.net/forum?id=giLW3MBnQo
MCP Explorer: Interactive Learning Experience https://openreview.net/forum?id=51lXdqM5pC
AI-Powered Agritourism Toolkit: Revolutionizing Agritourism with AI and Machine Learning https://openreview.net/forum?id=TJf48rYenp
Teaching High School Students LLM Literacy Through a Technical, Socio-Ethical, and Career Development Lens: Syllabus, Projects, and Activities https://openreview.net/forum?id=uxO3CwCT6c
Interdisciplinary Lesson Platform with AI Code Generation https://openreview.net/forum?id=SmPpOUeTEl
Reimagining AI Education: Local, Tangible, and Personally Meaningful https://openreview.net/forum?id=nZfkHVORpX
Machine Learning and AI: An Interactive Introduction https://openreview.net/forum?id=LCVFw9EfDN
Exploring Uncertainty with Gaussian Processes: An Interactive Tutorial https://openreview.net/forum?id=rYq0TsMQry
Understanding Artificial Intelligence: An In-Depth Guide for Non-Expert Readers https://openreview.net/forum?id=m1FPLQnmYN
Hallucinations and Phantoms: Correcting AI Attempts at Chemistry https://openreview.net/forum?id=7pYJoGkH9R
¿Qué es la IA Generativa?/What is Generative AI? https://openreview.net/forum?id=ldWrdWzWqA
Application of Multi-Agent Systems for Essay Scoring https://openreview.net/forum?id=Y9c3ETKw50
How does a LLM work? Explained through Illustrations https://openreview.net/forum?id=1oHAYCVQrJ
Create Your Own AI Assistant https://openreview.net/forum?id=0wlCVjcUo6
The Art of Picking the Next Token https://openreview.net/forum?id=oH3KMKmCSQ
Understanding AI Agents: Explainer Video & Interactive Demo https://openreview.net/forum?id=bIyDDYazTh
Your First AI (Travel) Agent in 15 Minutes! https://openreview.net/forum?id=uYxS366Ssw
LLMs In Your Workflow https://openreview.net/forum?id=Ur0CYUsDjP
The Invisible Fingerprints: Protecting Your Digital Images https://openreview.net/forum?id=IxTOrojAgz
DeBiasMe AI Literacy Workbook: Building Critical Thinking Through Bias Detection, Mapping, and Mitigation https://openreview.net/forum?id=6aHaK9c8Z3
AI Literacy – Responsible AI in Education https://openreview.net/forum?id=vUdib5izNV
Good Ideas Start With You: Creating AI Videos With the "Me" Factor https://openreview.net/forum?id=ecGGWn2acL
AI Camp - Years R-3 Workbook https://openreview.net/forum?id=PBDKRFf60T