Why Capability Doesn't Equal Adoption (11 minute read)

Reasoning System Architecture:

• Knowledge graph integration for factual grounding
• Symbolic reasoning engine for logical inference
• Neural-symbolic hybrid processing
• Causal inference mechanisms

Reasoning Pipeline:

1. Problem decomposition and analysis
2. Knowledge retrieval and integration
3. Logical inference and deduction
4. Solution synthesis and validation