What You Need to Know Before
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Starts 8 June 2025 00:20
Ends 8 June 2025
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1 hour 6 minutes
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Overview
Explore cognitive maps, LLMs, world models, and understanding in this insightful talk by Dileep George from Google DeepMind on the future of language models.
Syllabus
- Introduction to Cognitive Maps
- Language Models (LLMs)
- World Models
- Understanding in AI
- Dileep George's Insights
- Future Directions
- Conclusion
Definition and historical context
Role of cognitive maps in AI and human cognition
Applications in navigation and reasoning
Overview of language models
Evolution of LLMs: From basic NLP to GPT and beyond
Key architectures and techniques
Concept and significance of world models
Comparison with cognitive maps
Use cases in prediction and decision-making
Defining understanding and its challenges
How LLMs and world models contribute to understanding
Recent advancements and breakthroughs
Contributions to the field from Google DeepMind
Vision for the future of AI in context of understanding
Emerging trends in cognitive and AI research
Integration of cognitive maps, LLMs, and world models
Ethical and practical considerations
Summary of key takeaways
Open questions and areas for further exploration
Subjects
Computer Science
