Cognition · Software component

Adaptive Computation Router

Software componentCognitionCognition & Memoryarc:AdaptiveComputationRouter

A routing component that skips expensive symbolic reasoning when neural confidence is high on simple cases and invokes full symbolic validation when uncertainty is high.

Responsibility. Routes cases to full symbolic validation according to neural confidence.

Also known as: Confidence-based reasoning depth control

Direct neighbourhood (hover for relationship types)

Relationships

receives data from dynamic

Perception Interpreter Ch5.13

routes to dynamic

Rule-Based Decision Engine Ch5.13

Quantitative guidance

As stated by the sources; verify before use.

Medical diagnosis: 60% lower average latency within 1% of full-computation accuracy; full symbolic reasoning on ~15% ambiguous traffic, 200 ms responses (Ch5.13).

Classification

Patterns: Adaptive computationApproximate symbolic reasoning
Quality attributes: Performance efficiency (ISO/IEC 25010)Cost efficiency
Risks mitigated: Additive neural plus symbolic latency

Sources

Ch5.13: T. Nguyen, "Hybrid Decision Systems Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.13. ISBN: 9798244538229.