English Courses

Lessons From Evaluating and Debugging Healthcare AI in Deployment

See how real-time healthcare AI trials expose failures in training data and model behavior, and how Shapley-based audits and interventions can improve fairness.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Stanford Seminar - Modeling and Interacting with Other Agents, Claire Tomlin

Game theoretic planning and real time behavioral models show how autonomous systems can predict and respond to other agents beyond worst case assumptions.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Stanford Seminar - I Forgot, I Invented Hypertext - Ted Nelson

Ted Nelson recalls building clickable text and the Back Button, and places those early hypertext ideas alongside Engelbart’s work and computing history.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Inequality in Healthcare: Using AI and Data Science to Reduce Disparities

A talk on trying—and often failing—to use AI and data science to reduce inequality and improve healthcare.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

AI and Law: Implications for Society and Legal Systems

A former California Supreme Court justice examines how AI’s history and capabilities raise questions for legal institutions, tort law, and public policy.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

How Can You Trust Machine Learning?

A three-pillar framework—clarity, competence, and alignment—for making machine-learning systems more explainable, rigorously evaluated, and trustworthy.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Leveraging Human Input to Enable Robust AI Systems

Explores how human input can help AI systems handle uncertainty about intent and produce safer, more robust behavior.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

Explores how Groq’s tensor streaming processor uses dataflow and deterministic stream programming to scale deep learning computation across chips.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Stanford Seminar - Changing the Solar Constant at Earth to a Solar Variable

A proposal to prototype space-based sunshades near the Sun–Earth L1 point as a contingency for reducing global warming.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Safety and Liveness of Robot Behaviors

See how formal specifications and synthesis can help robots guarantee safe behavior while remaining responsive to changing situations.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Distributional Representations and Scalable Simulations for Real-to-Sim-to-Real

The talk presents distributional state representations for deformable objects and scalable simulation methods for real-to-sim-to-real workflows.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Stanford Seminar - Forecasting and Predicting the Future

A seminar on forecasting the future through discussions of misinformation, scientific claims, current events, and open-source intelligence.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Stanford Seminar - Emerging Risks and Opportunities From Large Language Models

Examines privacy and brittleness risks in large language models through two case studies, alongside an overview of potential harms.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Stanford Seminar - Deploying Autonomous Service Mobile Robots, and Keeping Them Autonomous

Research advances help service robots stay autonomous in changing human environments by anticipating perception failures and adapting their behavior to user needs.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Stanford Seminar - Robot Manipulation in the Logistics Industry

How dexterous robot manipulators handle variable objects and human-oriented workflows in production logistics, from palletizing to parcel singulation.

• YouTube
• 51 minutes
• Self-Paced
• Free Video