Language
A structured symbolic system used to represent and communicate Meaning.
h/ai Primitive Language
Volume III
Information Primitives
Information primitives describe how Meaning is represented, transformed, preserved, and communicated throughout Human–AI interaction.
Overview
Information primitives model how information is represented, interpreted, transformed, and communicated independently of the participants, domains, behaviors, or temporal progression in which it occurs. They distinguish Modality (how information is conveyed) from Representation (how information is encoded), allowing Meaning to move across multiple forms without semantic loss.
This distinction becomes critical in multilingual, multimodal, and accessibility-aware systems where the same Meaning may move through speech, text, vision, gesture, captions, internal commands, and external systems simultaneously.
Primitive Definitions
Modality
The sensory or interaction channel through which information is acquired or delivered.
Representation
The encoding or structure used to express Meaning within or across modalities.
Meaning
The semantic content conveyed independent of language, modality, or representation.
Context
The situational interpretation attached to information within a specific interaction.
Transformation
Conversion between languages, modalities, or representations while preserving Meaning.
Modality Examples
Modality defines the communication channel, not the language or representation.
- Speech
- Text
- Vision
- Gesture
- Touch
- Haptic
- Audio
- Video
Representation Examples
Representation defines the encoding used to express Meaning.
- Human Languages
- English
- Japanese
- Italian
- Accessibility
- ASL
- Braille
- Machine Formats
- JSON
- XML
- Binary
- Symbolic
- Emoji
- Control
- System Command Language
Example: Cross-Modality Transformation
A user may communicate through vision using ASL while the system responds through speech using Japanese. The modality changes, the representation changes, but the underlying Meaning remains unchanged.
Input
Modality
Vision
Representation
ASL
↓
Meaning
↓
Output
Modality
Speech
Representation
Japanese
Example: Multilingual Restaurant Interaction
A single customer request may produce several simultaneous representations while preserving the same underlying Meaning.
Customer Input
Modality
Speech
Representation
Japanese
↓
Meaning
Customer wishes to order
a bagel and coffee.
↓
Avatar Response
Modality
Speech
Representation
Japanese
↓
Visual Interface
Modality
Text / Image
Representation
Japanese
↓
Caption Track
Modality
Text
Representation
English
↓
Kitchen Ticket
Modality
Text
Representation
Italian
↓
System Command
Modality
Internal Data
Representation
JSON
Language Contexts
Language is a primitive that may appear in multiple positions throughout an interaction, including user input, system output, internal processing, translation, and accessibility.
- Input Language: The language used to communicate with the system.
- Spoken Language: The language used for speech input or speech output.
- Displayed Language: The language shown within visual interfaces.
- Caption Language: The language used for translation or accessibility.
- System Language: The internal representation used for commands, data exchange, or processing.
- Output Language: The language used when communicating results to another participant or external system.
Relationship to Other Families
Agency
Agency identifies who is communicating. Information describes what is communicated.
Domain
Domain defines the structure of information. Information supplies values within that structure.
Behavior
Behavior reasons over Information to produce decisions and actions.
Temporal
Temporal determines when information is acquired, transformed, and communicated.
Information Principle
Meaning may move across languages, modalities, and representations without semantic loss. Information primitives describe how information changes form while preserving Meaning independently of the behaviors that later interpret it.