AI Systems Maturity
From simple patterns to autonomous agents
Architecture & Reasoning Evolution
Agent Architecture
Prompt
→
Context
→
RAG
→
Agentic RAG
→
Self-improving
Visualization 1
Interaction & Autonomy
Single-shot
→
Multi-turn
→
Tool-use
→
Planning
→
Autonomous
Visualization 2
Prompt Engineering
Static
→
Templates
→
Graphs
→
Dynamic Gen
Visualization 3
Memory & Knowledge
Memory Systems
No Memory
→
Session
→
Vector
→
Long-term
→
Lifelong
Visualization 4
Knowledge Representation
Docs
→
Embeddings
→
Hybrid
→
Graph+RAG
→
World Model
Visualization 5
Types of Knowledge
Hard-coded
→
Retrieved
→
Reasoned
→
Synthesized
Visualization 6
Planning & Control
Planning Mechanisms
Response
→
CoT
→
ToT
→
Plan-Execute
→
Reflective
Visualization 7
Agentic Logic
If-Else
→
LLM Logic
→
Routing
→
Decomp
→
Task Graph
Visualization 8
Workflow Automation
Manual
→
Orchestrated
→
Agent Swarms
Visualization 9