Core Concepts
Cognitive Architecture
A six-pillar cognitive cycle modeled after biological cognition. Context is the central hub. Learning closes the loop. Every decision is traceable.
LOOP
P1
Intent
Every cognitive cycle begins here.
16 intent types10-level effort scale<50ms classification
P2
Reasoning
Deep thinking — only when complexity demands it.
SASE 4-phase tracesCriticality gatingSTaR training capture
P3
Orchestration
Coordinate tools, agents, and LLMs.
20 specialist agents8 model tiersMCP tool protocol
P4
Context
The central hub — ALL state flows through Context.
5 memory layers~1ms L0 accessParallel tier queries
P5
Creation
Generate artifacts — code, images, media, narratives.
4 creative domainsIntent-to-codeQuality gating
P6
Learning
Closes the loop — the system improves itself.
Outcome captureBrier score calibrationJSONL training export