Building Intelligent Systems with MoE, Multimodality, and Crowd of Agents

Explore the future of artificial intelligence in this 47-minute talk from the Data Science Festival MayDay event 2024. Delve into the complexities of building intelligent systems using a combination of Mixture of Experts (MoE), multimodality, and crowd of agents. Discover why the path to Artificial General Intelligence (AGI) requires more than a single algorithm or model, and learn about the importance of integrating various models, modalities, agents, and prompt engineering techniques to create accurate and useful AI systems. Gain insights into practical methods and tools for constructing composite systems that can check and complement each other. Suitable for technical practitioners, this session provides a comprehensive overview of cutting-edge approaches in AI development and their real-world applications.