LLMs are the foundation of most modern AI agents. They provide language understanding, generation, and increasingly, reasoning capabilities.
Key Capabilities
- Text generation and completion
- Question answering
- Summarization
- Code generation
- Reasoning (emergent)
Limitations
- Knowledge cutoff dates
- Hallucination tendency
- Context window limits
- Computational cost