Intelx
Intelligence-First AI Development
Intelx is a framework for building ML systems that prioritize cognitive architecture over implementation mechanics. Systems that think, not just compute.
Where traditional ML frameworks optimize for computational efficiency, Intelx optimizes for cognitive coherence—building systems that understand their domain rather than merely processing its data.
The system capacity for understanding precedes its capacity for action. We build the thinking layer first, then descend into execution.
Planned Components
Feature Library
Reusable feature engineering patterns with semantic meaning. Features as cognitive primitives, not just transformations.
Real-time Executor
Inference engine designed for cognitive coherence. Processing that respects the system understanding of its domain.
Model Serving
Deployment infrastructure that maintains intelligence context across invocations. Stateful cognition, not stateless prediction.
Relationship to A.C.E
Intelx implements the A.C.E specification in production systems. Where A.C.E provides the conceptual framework—Arena, Agency, Cognition, Emergence—Intelx provides the executable infrastructure.
Think of A.C.E as the philosophy, Intelx as the practice.
Currently in development
Documentation and initial implementation emerging from production experience.
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