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Artificial Intelligence
AI Alignment

Free Online

AI Alignment Courses and Certifications

Explore cutting-edge AI safety research, from RLHF and adversarial training to AGI alignment challenges and human value modeling. Access expert discussions and theoretical frameworks through YouTube channels like Simons Institute and UC Berkeley EECS, focusing on building safer, more beneficial AI systems.

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Discover AI
The Dark Shadow of AI - Deception and Alignment in Large Language Models

Uncover how AI safety methods like RLHF may create sophisticated liars, explore new frameworks for training truthful agents, and discover automated persona refinement techniques.
- YouTube
- 31 minutes
- On-Demand
- Free Video
Fields Institute
AI as a Framework for Cognitive Neuroscience and Cognitive Neuroscience to Audit AI Alignment

Explore how AI frameworks advance cognitive neuroscience research and how neuroscience principles can evaluate AI alignment for safer artificial intelligence systems.
- YouTube
- 38 minutes
- On-Demand
- Free Video
Simons Institute
Beyond Preferences in AI Alignment: Towards Richer Models of Human Reasons and Decisions

Explore the limitations of preference-based AI alignment and discover a framework for modeling human goals and norms that enables AI assistants to adapt to context-specific values while maintaining safety standards.
- YouTube
- 46 minutes
- On-Demand
- Free Video
Simons Institute
Theoretical and Empirical Aspects of Singular Learning Theory for AI Alignment

Explore theoretical and empirical aspects of Singular Learning Theory and its applications to AI alignment and safety-guaranteed language models.
- YouTube
- 1 hour 3 minutes
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- Free Video
Open Data Science
Approaches to AI Alignment

Explore fundamental questions about AI alignment: what it means for AI to be aligned and what values we should align AI systems to in this insightful discussion.
- YouTube
- 27 minutes
- On-Demand
- Free Video
Johns Hopkins Medicine
AI Alignment in Medical Practice - Informatics Grand Rounds

Explore AI alignment in healthcare with Dr. Ahmed Hassoon, covering current approaches, medical practice implications, and future transformative applications in medicine.
- YouTube
- 57 minutes
- On-Demand
- Free Video
Discover AI
RLHF's Missing Piece: Qwen's World Model Aligns AI with Human Values - GRPO

Explore Qwen's new WorldPM model that encodes human preferences at scale, solving key RLHF challenges by creating a world model that better aligns AI with human values.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Discover AI
AI's Potemkin Understanding - The Illusion of Comprehension in Large Language Models

Explore how AI models exhibit superficial understanding that breaks down in novel contexts, revealing critical implications for AI safety and alignment strategies.
- YouTube
- 22 minutes
- On-Demand
- Free Video
Neural Breakdown with AVB
Historical Perspectives on AGI: Definitions, Consciousness, and Alignment Challenges

Explore key debates around AGI through expert perspectives on consciousness, behavior, and alignment, examining scientific theories and current limitations in artificial intelligence development.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Discover AI
Good LLMs Need BAD Data: The Shocking Truth

Discover the counterintuitive finding that including "bad data" in LLM training can lead to more controllable AI systems, as Harvard researchers demonstrate how this approach enables better post-training behavior mitigation.
- YouTube
- 35 minutes
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Simons Institute
Provably Safe and Beneficial AI

Explore Stuart Russell's insights on creating AI systems that are mathematically proven to be safe and beneficial for humanity.
- YouTube
- 1 hour 9 minutes
- On-Demand
- Free Video
USC Information Sciences Institute
Towards Pluralistic Alignment - From Axiomatic Approach to Pairwise Calibration

Explore how AI systems can better align with diverse human values through novel social choice theory approaches and ensemble-based reward functions that preserve preference diversity.
- YouTube
- 1 hour 5 minutes
- On-Demand
- Free Video
UC Berkeley EECS
Benchmarks and Evaluations - Safety versus Capabilities in Machine Ethics

Explore critical aspects of AI evaluation, safety considerations, and ethical frameworks in large language models through expert insights on benchmarking and capability assessment.
- YouTube
- 1 hour 19 minutes
- On-Demand
- Free Video
Simons Institute
Adversarial Training for LLMs' Safety Robustness

Explore techniques for improving the safety robustness of Large Language Models through adversarial training methods with researcher Gauthier Gidel from IVADO-Mila.
- YouTube
- 1 hour 1 minute
- On-Demand
- Free Video
Simons Institute
Scalably Understanding AI with AI - Safety-Guaranteed LLMs

Explore Jacob Steinhardt's insights on using AI to understand AI at scale, focusing on safety-guaranteed LLMs and their implications for AI development.
- YouTube
- 59 minutes
- On-Demand
- Free Video

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