Cutting-Edge
Explore the frontiers of AI. Study the latest research, emerging techniques, and future directions.
Prerequisites
Complete Level 9: AI Ethics & Safety
🎯What You'll Learn
- ✓Constitutional AI and RLHF
- ✓Mixture of experts models
- ✓Diffusion models for generation
- ✓Neural scaling laws
- ✓Emerging AI research areas
💪Skills You'll Gain
🏆Learning Outcomes
📖Interactive Modules (10)
Multimodal Foundation Models
Explore multimodal foundation models like GPT-4V processing text, image, and audio.
Mixture of Experts (MoE)
Learn Mixture of Experts architecture for scaling models with sparse activation.
Constitutional AI Advanced
Advanced Constitutional AI techniques for safe, aligned language models.
Neural Architecture Search
Understand neural architecture search (NAS) for automatically designing optimal architectures.
Continual Learning
Master continual learning, enabling models to learn new tasks without forgetting previous knowledge.
Meta-Learning
Learn meta-learning or learning to learn, training models that adapt quickly to new tasks.
Neurosymbolic AI
Explore neurosymbolic AI combining neural networks with symbolic reasoning.
AI for Science
Discover AI applications in scientific research: protein folding, drug discovery, climate modeling.
Embodied AI
Understand embodied AI, robots and agents that interact with physical world.
Future of AI
Explore future AI trends: AGI, quantum AI, brain-computer interfaces, and emerging technologies.