22 cognitive modules
Each module is a self-contained evaluation probe with a private challenge set and a server-side reference scorer. Customers see only the challenge during a run; the scorer and ground truth are sealed.
Memory 3 modules
- HVM Holographic Vector Memory · circular convolution binding & unbinding.
- GWN Gated Working-memory Network · register ops (set/add/xor/rotl/mask/swap).
- EQR Episodic Query Retriever · passage selection over a small shuffled corpus.
Reasoning 6 modules
- RFNN Relational-Field Neural Net · directed-graph edge completion.
- ICA Independent Component Analyzer · blind source separation.
- QRS Quantized Reasoning Stack · 3-SAT decision + witness.
- CPR Compositional Program Reasoner · 5-example λ-synthesis.
- DSS Dual-Stream Solver · algebraic ↔ geometric reconciliation.
- RIG Relational Inference Graph · directed graph reachability.
Causal 4 modules
- NSCM Narrative-Schema Causal Model · narrative next-event prediction.
- CMT Causal Memory Transformer · counterfactual queries over a small DSL.
- HCP Heuristic Causal Planner · blocks-world plan synthesis.
- HSM Hierarchical State Machine · FSM trace final-state prediction.
Temporal 2 modules
- TGNN Temporal Graph Network · edge-presence query at t=t_max.
- PWN Predictive World Network · single-step gridworld planning.
Perceptual 4 modules
- UME Unified Multimodal Encoder · 3×3 spatial grounded QA.
- AVE Abstract-Visual Encoder · 90° rotation of an SVG-like scene.
- CLA Causal Latent Autoencoder · 2-latent reconstruction from 4-mixtures.
- PDN Predictive Disentanglement Network · shape vs color disentanglement.
Meta 3 modules
- CML Compositional Meta-Learner · few-shot function inference.
- MSC Meta-Skill Curator · top-2 skill selection in priority order.
- SRA Self-Reflection Adapter · correct-an-incorrect-answer.
Module cost units are an internal weighting (memory>temporal>causal>reasoning>perceptual>meta) used to compute the price of a bundle. Customers pay per bundle, not per unit.