INV-1 · CTE
Cultural Tensor Encoding
8-dimensional continuous tensors encoding cultural protocols injected into transformer attention layers.
INV-2 · CGA
Cultural Graph Attention
Parallel dual-attention: standard transformer self-attention + GAT on a 5,000-node cultural knowledge graph, fused via learned gate.
INV-3 · MHBO
Multi-Head Behavioral Output
4 simultaneous outputs from a single forward pass: response, tri-axial score, adversary simulation, branch prediction.
INV-4 · ABSP
Adversarial Behavioral Self-Play
Self-play training loop using native tri-axial score as reward signal — no external reward model required (≠ RLHF).
INV-5 · BES
Behavioral Embedding Space
Distance measures behavioral effectiveness, not semantic similarity. Contrastive learning on (response, outcome) pairs.
INV-6 · DLVP
Domain-Lock Vocabulary Pruning
80% vocabulary reduction preserving multilingual cultural tokens. Structural out-of-domain generation prevention.
INV-7 · TKCI
Tacit Knowledge Crystallization Index
Entropy-based metric measuring what fraction of tacit knowledge has been captured. Applicable as government KPI.
INV-8 · BTCP
Behavioral Time-Capsule Protocol
Cryptographic sealing of knowledge with temporal scarcity function. Value increases with expert aging.
INV-9 · CGNT
Cross-Generational Neural Transfer
Cosine distance in BES between mentor and learner signatures. Real-time transmission visualization.
INV-10 · SSEM
Silence Semantics Encoding Module
First system tokenizing para-verbal signals (pauses, hesitations, Japanese 間 ma) as behavioral tokens.
INV-11 · CIC
Collective Intelligence Crystallization
Convergence/divergence analysis across domain experts. Generates Wisdom Maps for knowledge landscapes.
INV-12 · AKST
Adversarial Knowledge Stress Test
Model plays adversarial learner to find cultural edge cases before DAO publication. Multi-level certification.
INV-13 · IGDT
Intergenerational Debt Token
Perpetual royalties to experts + historical mentors via lineage attribution. Cryptographic traceability.