AI Agents Are Not Binary - They Live on a Spectrum

The term "AI agent" has become overly broad, lacking useful meaning as it applies to systems with vastly different levels of autonomy. A more precise understanding involves recognizing that agentic systems exist on a spectrum defined by their autonomy across reasoning, retrieval, tool use, memory, and reflection.