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🛡️ AI Safety & Ethics

Alignment, interpretability, AI risks, and building safe AI systems

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MIT 24-Hour Challenge 2026
AI Safety & Ethics ⚡ AI Lesson
MIT 24-Hour Challenge 2026
MIT OpenCourseWare Beginner 6mo ago
Lecture 18: Applying Data Science and Artificial Intelligence to Managing Biomedical Portfolios
AI Safety & Ethics ⚡ AI Lesson
Lecture 18: Applying Data Science and Artificial Intelligence to Managing Biomedical Portfolios
MIT OpenCourseWare Intermediate 9mo ago
The Ethics of a Free Market
AI Safety & Ethics ⚡ AI Lesson
The Ethics of a Free Market
MIT OpenCourseWare Beginner 4mo ago
Lecture 11: Contagious Structure in Projection Theory
AI Safety & Ethics ⚡ AI Lesson
Lecture 11: Contagious Structure in Projection Theory
MIT OpenCourseWare Intermediate 10mo ago
AI + Open Education Initiative: AI Literacies and Evaluation
Research Papers Explained ⚡ AI Lesson
AI + Open Education Initiative: AI Literacies and Evaluation
MIT OpenCourseWare Beginner 11mo ago
14: Individual, Professional, and Institutional Values
AI Safety & Ethics ⚡ AI Lesson
14: Individual, Professional, and Institutional Values
MIT OpenCourseWare Beginner 4y ago
Lecture 4: Sequences; Convergence
AI Safety & Ethics ⚡ AI Lesson
Lecture 4: Sequences; Convergence
MIT OpenCourseWare Beginner 1y ago
Lecture 13: Open and Closed Sets; Coverings; Compactness
Mathematical Foundations ⚡ AI Lesson
Lecture 13: Open and Closed Sets; Coverings; Compactness
MIT OpenCourseWare Intermediate 1y ago
18: Codes of Ethics (cont.)
AI Safety & Ethics ⚡ AI Lesson
18: Codes of Ethics (cont.)
MIT OpenCourseWare Beginner 4y ago
Lecture 32: Live Action Games
AI Safety & Ethics ⚡ AI Lesson
Lecture 32: Live Action Games
MIT OpenCourseWare Intermediate 1y ago
Lecture 11: Extreme and Intermediate Value Theorem; Metric Spaces
AI Safety & Ethics ⚡ AI Lesson
Lecture 11: Extreme and Intermediate Value Theorem; Metric Spaces
MIT OpenCourseWare Beginner 1y ago
7: Case Studies: Finish Challenger Case; Ford Pinto Case
AI Safety & Ethics ⚡ AI Lesson
7: Case Studies: Finish Challenger Case; Ford Pinto Case
MIT OpenCourseWare Beginner 4y ago
Lecture 25: Control, Part 2
AI Safety & Ethics ⚡ AI Lesson
Lecture 25: Control, Part 2
MIT OpenCourseWare Beginner 2y ago
Lecture 9: Computational imaging: a survey of medical and scientific applications
Computer Vision ⚡ AI Lesson
Lecture 9: Computational imaging: a survey of medical and scientific applications
MIT OpenCourseWare Intermediate 3y ago
11: Case Studies: B. F. Goodrich A7D Air Force Brakes
AI Safety & Ethics ⚡ AI Lesson
11: Case Studies: B. F. Goodrich A7D Air Force Brakes
MIT OpenCourseWare Beginner 4y ago
Introduction to Ethics in Machine Learning
AI Safety & Ethics ⚡ AI Lesson
Introduction to Ethics in Machine Learning
MIT OpenCourseWare Beginner 5y ago
Lecture 5: The Kilian-Micali Protocol, Part 1
Cybersecurity ⚡ AI Lesson
Lecture 5: The Kilian-Micali Protocol, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lec16: Foraging behaviors
AI Safety & Ethics ⚡ AI Lesson
Lec16: Foraging behaviors
MIT OpenCourseWare Intermediate 2y ago
Ethics of AI Bias (full video)
AI Safety & Ethics ⚡ AI Lesson
Ethics of AI Bias (full video)
MIT OpenCourseWare Intermediate 3y ago
Lecture 2: Modern optics and lenses; ray-matrix operations; context enhanced imaging - Part 1
Computer Vision ⚡ AI Lesson
Lecture 2: Modern optics and lenses; ray-matrix operations; context enhanced imaging - Part 1
MIT OpenCourseWare Intermediate 3y ago
Lecture 11: Coded imaging
AI Safety & Ethics ⚡ AI Lesson
Lecture 11: Coded imaging
MIT OpenCourseWare Intermediate 3y ago
Lecture 16: Fast Convolution, Low Pass Filter Approximations, Integral Images (US 6,457,032)
AI Safety & Ethics ⚡ AI Lesson
Lecture 16: Fast Convolution, Low Pass Filter Approximations, Integral Images (US 6,457,032)
MIT OpenCourseWare Intermediate 4y ago
12: First Principles of Engineering Ethics
AI Safety & Ethics ⚡ AI Lesson
12: First Principles of Engineering Ethics
MIT OpenCourseWare Beginner 4y ago
13: Solving Ethical Problems: Discussion of Heroes, Journeys, and Virtue in Mythology
AI Safety & Ethics ⚡ AI Lesson
13: Solving Ethical Problems: Discussion of Heroes, Journeys, and Virtue in Mythology
MIT OpenCourseWare Beginner 4y ago
Lecture 17: State-Dependent Preferences, Projection, and Attribution Bias
AI Safety & Ethics ⚡ AI Lesson
Lecture 17: State-Dependent Preferences, Projection, and Attribution Bias
MIT OpenCourseWare Intermediate 4y ago
Case Studies with Data: Mitigating Gender Bias on the UCI Adult Dataset
AI Safety & Ethics ⚡ AI Lesson
Case Studies with Data: Mitigating Gender Bias on the UCI Adult Dataset
MIT OpenCourseWare Beginner 5y ago
Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning
AI Safety & Ethics ⚡ AI Lesson
Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning
MIT OpenCourseWare Beginner 5y ago
Lecture 33: Ethics in Games
AI Safety & Ethics ⚡ AI Lesson
Lecture 33: Ethics in Games
MIT OpenCourseWare Intermediate 1y ago
Lecture 30: Clients for Assignment 3 Visit
AI Safety & Ethics ⚡ AI Lesson
Lecture 30: Clients for Assignment 3 Visit
MIT OpenCourseWare Advanced 1y ago
Do the Rich Deserve Their Wealth? Exploring the Case for Luck Insurance
AI Safety & Ethics ⚡ AI Lesson
Do the Rich Deserve Their Wealth? Exploring the Case for Luck Insurance
MIT OpenCourseWare Intermediate 1y ago
Lecture 12: Ethics and Markets
AI Safety & Ethics ⚡ AI Lesson
Lecture 12: Ethics and Markets
MIT OpenCourseWare Intermediate 1y ago
Lecture 11: Regulating the Tech Giants
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Regulating the Tech Giants
MIT OpenCourseWare Intermediate 1y ago
Lecture 08: Estimation of Demand, Supply, and Market Power, Part 2
AI Safety & Ethics ⚡ AI Lesson
Lecture 08: Estimation of Demand, Supply, and Market Power, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 16: Secrecy and Security in the Nuclear Age
AI Safety & Ethics ⚡ AI Lesson
Lecture 16: Secrecy and Security in the Nuclear Age
MIT OpenCourseWare Intermediate 3y ago
21: Planning for Public Seminar; Terminology (cont.)
AI Safety & Ethics ⚡ AI Lesson
21: Planning for Public Seminar; Terminology (cont.)
MIT OpenCourseWare Beginner 4y ago
20: Ethical Terminology
AI Safety & Ethics ⚡ AI Lesson
20: Ethical Terminology
MIT OpenCourseWare Beginner 4y ago
23. Fairness
ML Fundamentals ⚡ AI Lesson
23. Fairness
MIT OpenCourseWare Beginner 5y ago
18. Trap of Routine Assessment
Systems Design & Architecture ⚡ AI Lesson
18. Trap of Routine Assessment
MIT OpenCourseWare Beginner 1y ago
Lecture 15: Derivatives; Laws for Differentiation
AI Safety & Ethics ⚡ AI Lesson
Lecture 15: Derivatives; Laws for Differentiation
MIT OpenCourseWare Intermediate 1y ago
Lecture 5: Refractive Index Diagnostics I
Computer Vision ⚡ AI Lesson
Lecture 5: Refractive Index Diagnostics I
MIT OpenCourseWare Intermediate 2y ago
23. Successful Disasters: Date Rape (audio only)
Mental Health & Wellbeing Practice ⚡ AI Lesson
23. Successful Disasters: Date Rape (audio only)
MIT OpenCourseWare Beginner 3y ago
12. Intelligence: How Do We Know You Are Smart? (audio only)
AI Safety & Ethics ⚡ AI Lesson
12. Intelligence: How Do We Know You Are Smart? (audio only)
MIT OpenCourseWare Beginner 3y ago
Lecture 9: "Cameras We Cannot Picture": a survey of the computational imaging field
AI Safety & Ethics ⚡ AI Lesson
Lecture 9: "Cameras We Cannot Picture": a survey of the computational imaging field
MIT OpenCourseWare Intermediate 3y ago
23: Human Flourishing
AI Safety & Ethics ⚡ AI Lesson
23: Human Flourishing
MIT OpenCourseWare Beginner 4y ago
4. Risk Stratification, Part 1
ML Fundamentals ⚡ AI Lesson
4. Risk Stratification, Part 1
MIT OpenCourseWare Beginner 5y ago
Lecture 20: Omitted Variable Bias
Data Analytics & Business Intelligence ⚡ AI Lesson
Lecture 20: Omitted Variable Bias
MIT OpenCourseWare Intermediate 2y ago
20. The Toxic Power of Data and Experiment
AI Safety & Ethics ⚡ AI Lesson
20. The Toxic Power of Data and Experiment
MIT OpenCourseWare Beginner 1y ago
Lecture 8: Convergence Tests for Series; Power Series
AI Safety & Ethics ⚡ AI Lesson
Lecture 8: Convergence Tests for Series; Power Series
MIT OpenCourseWare Intermediate 1y ago