[Market Trends] What are AI Agents? | IBM Technology
π Unleashing AI: Beyond Basic Models to Compound Systems
The video discusses the evolution of AI systems from basic models to more sophisticated compound AI systems, which integrate large language models with additional tools to solve complex problems more effectively. Traditional models are limited by the data they are trained on and struggle with adapting to new data without significant investment. Compound AI systems, however, utilize a modular approach where different components like database access, external programs, and memory capabilities enhance the AI's functionality. This approach allows AI agents to perform tasks that require reasoning, acting, and memory access, making them highly effective for complex and specific queries.