Understanding the building blocks of generative AI
AI Summary
This video presents a detailed overview of the five layers that compose the Generative AI (GenAI) system: infrastructure, models, platform, agents, and GenAI-powered applications. It begins by focusing on the user-facing application layer, illustrating how users can interact with AI through various apps like Gemini for workspace and Notebook LM. The video then delves into the agent layer, explaining the role of software agents that learn and achieve goals autonomously, making informed decisions without constant human input. Following this, the platform layer is introduced as the intermediary that facilitates communication between agents and models, providing essential tools for AI development, such as APIs and data management. The brain of the system is identified as the model layer, where complex algorithms analyze patterns in data, generate content, and perform translations. Finally, the infrastructure layer is discussed as the foundational element, consisting of the hardware and software required to support all other layers. The video emphasizes the importance for leaders to understand these interconnected layers to effectively guide teams in leveraging Generative AI for their endeavors.