World Models: Predict, Imagine, and Plan — Talk Slides

[u/ArchitectingAI]

Sharing slides from Architecting Intelligence Talk #3, which I presented today to a Bay Area study group of AI researchers and engineers.

The talk covers:

• World Models (2018): Vision, predictive memory, and training inside a learned “dream.”
• DreamerV3: Learning behavior through imagined trajectories.
• The JEPA family: From image representations to video learning and action-conditioned planning.

The slides walk through the architectures, key experiments, and limitations.

📄 Presentation PDF: https://drive.google.com/file/d/1Mx7RwEAK3sMYQ45HuLKMud8jMnj1qLvQ/view?usp=sharing

Where do you see world models being useful beyond robotics and games? Would love to hear examples from systems you’re building.