Human-AI Interaction Courses and Certifications

Stanford Seminar - Human-AI Interaction Under Societal Disagreement

Explores Jury Learning, an interactive AI architecture enabling developers to consider diverse perspectives in machine learning, addressing societal disagreements in AI decision-making processes.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Leveraging Social Theories to Enhance Human-AI Interaction

Explores challenges in human-AI partnerships, focusing on interpretability tools' limitations and cognitive heuristics. Proposes incorporating social theories to improve decision-support systems and human-AI interaction.

• YouTube
• 55 minutes
• On-Demand
• Free Video

The State of Design Knowledge in Human-AI Interaction

Exploring challenges and progress in designing intelligent interactive systems, focusing on user control, mental models, and cognitive engagement with AI-powered interfaces.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Discover AI

AI Scientist - Real World Results and Human-AI Interaction Challenges

Explore critical flaws in AI systems and the dangers of overreliance, examining real-world failures in automated scientific research and human-AI interaction.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Simons Institute

Human-AI Interaction in the Age of Large Language Models

Explores LLMs' impact on human-AI interaction, focusing on computational social science and AI-assisted therapy. Demonstrates how LLMs can empower individuals and foster positive change.

• YouTube
• 59 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Human-AI Interaction: From Supporting Surgical Training to Inspecting Social Bias in LLMs

Explore AI applications in surgical education and social bias detection. Learn about multimodal deep-learning for surgical feedback analysis and a framework for inspecting stereotypes in generative AI.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Data Science Conference

Opening Up the Box - The Complexity of Human Interaction with AI Systems

Explore the intricate relationship between human decision-making and AI systems, from development to deployment, understanding key risks and mitigation strategies in AI implementation.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Cooperative AI Foundation

Human Data is the Cherry of Human-AI Interaction, Not the Cake

Explore how human data serves as enhancement rather than foundation in AI systems, examining multi-agent design challenges and reinforcement learning approaches for autonomous agents.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Accounting for Human Engagement Behavior to Enhance AI-Assisted Decision Making

Explore how human biases and heuristics influence AI-assisted decision-making processes, and discover strategies to optimize human-AI collaboration through improved system design and presentation methods.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Paul G. Allen School

Pitfalls and Possibilities in Designing with Generative AI

Explore the challenges and opportunities of designing with generative AI through case studies in chatbot authoring and interactive programming, examining how human intuitions can both help and hinder effective AI collaboration.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

VAL - Interactive Task Learning with GPT Dialog Parsing

Explore VAL, an innovative system combining large language models and symbolic AI for interactive task learning, enabling natural language instruction and interpretable knowledge acquisition.

• YouTube
• 15 minutes
• On-Demand
• Free Video

UofU Data Science

Understanding Human Trust in AI Systems - Evaluation and Analysis

Explore the complex dynamics of human-AI trust relationships, from interpersonal trust foundations to evaluating AI trustworthiness and warranted trust in practical applications.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Contextualization for Human-AI Interactions

Explore how enhancing AI's contextual understanding is crucial for effective human-AI interactions, covering speech interfaces, personalization, and holistic evaluation approaches for complex tasks.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Reinforcement Learning from Human Feedback (RLHF)

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Simons Institute

The Role of Conventions in Adaptive Human-AI Interaction

Explores partner modeling in multi-agent coordination, focusing on representation learning, conventions, and strategies for reducing non-stationarity in decentralized systems.

• YouTube
• 55 minutes
• On-Demand
• Free Video