□
Square — Belief Manifold
M_KG: Knowledge graph, sessions, fork history. The memory of the system.
△
Triangle — Logic Manifold
M_L: Triadic agents (Retriever, Reasoner, Generator). Generates parallel fork hypotheses.
○
Circle — Learning Loop
C_{t+1} = C_t + α∇V. Gradient descent over the entire cognitive architecture.
⬠
Pentagon — Discovery Engine
Pattern extraction, graph centrality, insight synthesis. Feeds back to Square and Triangle.
⬡
Hexagon — Orchestration
6-service coordination: Context, Fork Router, Confidence, State Sync, Mode Selector, Trace.
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Heptagon — Affective-Predictive
S: M_L→[-1,1]^5 (affect). P: M_L→ℝ^4 (prediction). Emotional and temporal intelligence.
Σ
Language — Projection Layer
π_NLU: Σ*→Ĉ and π_NLG: Ĉ→Σ*. Language as coordinate chart, not cognition.