Building Adaptive AI Agents — Course Glossary Key terms for building AI agents that improve over time through behavior adaptation, knowledge adaptation, and weight adaptation. Foundations Agent A system that takes in information from its environment, reasons about what to do next using an LLM, and uses tools to act on that environment. An agent that also has memory can retain useful experience from past interactions instead of starting fresh each time. Harness The software scaffolding th...