7-Phase Emotional AI Architecture Development Timeline
3
Completed
4
Ongoing
0
Planned
7
Total Phases
Phase 1
Completed
Emotional Reasoning via Neurochemical Modeling
Mathematical modeling of 13 hormones and neurotransmitters. VAD (Valence-Arousal-Dominance) analysis integrated with transformer layers for emotion-conditioned reasoning patterns.
Phase 2
Ongoing
Internal Learning through Dynamic Adapter Structures
Knowledge embedding directly into the model during interaction. Adaptive neural blocks between layers enable internal learning without external memory systems.
Phase 3
Completed
Latent Space Injection for Capacity Expansion
Structured knowledge injection directly into latent space during inference. Increases capacity without parameter scaling or computational instability.
Phase 4
Completed
Activation-Based Chain of Thought Extraction
Internal process reasoning from model's activation patterns. Semantic directions contributing to decisions are reintroduced in real-time without explicit token generation.
Semantic relationships as curved manifold trajectories. Enables metaphor, analogy, and cultural connotation modeling through engineered implicit associations.
Phase 6
Ongoing
Associative Reasoning via Default Mode Network Dynamics
Spontaneous concept space traversal for creative reasoning and insight generation. Regulated by affective and semantic constraints for controlled non-linear thought patterns.
Phase 7
Ongoing
Cultural Resonance & Contextual Relativity Modeling
Culturally distinct semantic resonance patterns as latent directional biases. Enables meaning interpretation as relative and situated phenomenon across contexts.