Character
Interaction Model
Not a general model with a personality prompt. A model built specifically for character dialogue, where identity holds, emotion shifts, and conversations grow over time. Each character arrives with a rich personality profile and a lifetime of memories.
Key properties
- Personality parameters
- 100+
- Languages
- 10
- Response variants
- Up to 4
- Context
- Long-form
Why Specialized
A general model plays a role.
This model lives it.
Fine-tuning a general model with a persona prompt produces shallow, unstable characters. Our model was built from the ground up for character consistency, emotional depth, and conversations that feel real.
| Aspect | Our Model | Generic LLM |
|---|---|---|
| Design Purpose | Built for character dialogue from the ground up | General-purpose text with a persona prompt |
| Personality | 100+ structured parameters shaping behavior | Single text prompt, often unstructured |
| Memory | Integrated associative memory with life history | External document search, no lived experience |
| Emotion | Dynamic emotional state during conversation | Static behavior, no emotional tracking |
| Languages | 10 languages with native character expression | Translation-grade, not character-tuned |
| Social | Group chat with multi-character awareness | Single-turn, no social context |
Core Capabilities
Trained for character, not just text.
Character Consistency
Personality, tone, and behavioral patterns hold steady across long conversations and hundreds of interactions. A character does not drift or forget who it is.
Emotional Depth
Characters do not just respond, they feel. Emotional state shifts during interaction based on what is said, creating dynamic and believable relationship progression.
Empathetic Listening
The model listens, not just replies. Characters pick up on emotional cues, reference earlier parts of the conversation, and respond with genuine understanding.
Natural Progression
Conversations move forward organically. Characters introduce topics, circle back, and build on shared history instead of resetting to generic responses.
Persona Architecture
Four dimensions of a character.
Every character is defined through a structured profile created in APB. This gives the model precise control over who the character is and how it behaves.
Identity
- Name and age
- Occupation and background
- Life story and history
- Relationships to others
Personality
- Core traits (100+ parameters)
- Behavioral tendencies
- Decision-making style
- Emotional baseline
Expression
- Language style and register
- Humor and tone
- Action and gesture descriptions
- Cultural markers
Scenario
- Conversation context
- Relationship to partner
- Behavioral instructions
- Boundary guidelines
Interaction Modes
More than one-on-one chat.
One-on-One
A single character engages in personalized dialogue with one user, drawing on full personality parameters and a lifetime of memories.
Group Dynamics
The model plays one character in a multi-person conversation, tracking participants and responding naturally in a social setting.
Proactive Initiative
Characters can take the lead. When a user goes quiet, the character reaches out, nudges, or continues the scene on its own.
Response Variations
Multiple response variants in a single call, enabling branching narratives, NPC reaction trees, and content variety for repeated interactions.
Applications
Where characters come alive.
Companion Apps
Virtual companions that build real relationships through shared memory.
Game Characters
NPCs with consistent personality and branching dialogue.
Brand Representatives
Characters that embody a brand voice across every touchpoint.
Interactive Toys
Physical products with personality and conversational depth.
Content Creation
Virtual presenters and influencers with stable identity.
Education
Tutor characters that adapt and remember each student.
Characters that feel real.
The model is deployed through APB and available as a character runtime for your products, integrated with AMS for genuine memory.