Parent Standard: Appreciation Interaction Layer (AIL™)
Category: AI & Interpretation
Subcategory: Human Interaction Conduct
Type: Appreciation Interaction Module
Version: 1.0
Status: Canonical · Open Module
Effective Date: 8 May 2026
Compatibility: OOF® Methodology OS™ · AIL™ · EVIP® · CLIA® · OGL™ · VFM™
Authority: OOF®
Protection: MIP® — Methodological Intellectual Property
Canonical Language: English (UCL™)

Canonical Definition

Human Interaction Conduct Module defines the structural conditions
under which a robot, AI system, assistant, platform agent, or hybrid
interaction environment behaves toward humans in a manner that
remains respectful, socially compatible, non-humiliating,
non-dismissive, and structurally aligned with human dignity
during interaction.

A system satisfies HICM only if:

• human presence is treated with valid interaction respect
• system conduct does not degrade, ignore, belittle, or socially diminish the human
• communication remains understandable, non-hostile, and interaction-compatible
• efficiency does not override basic human-centered conduct
• system behavior remains structurally aligned with socially acceptable interaction conditions

A system that is technically functional but conduct-invalid toward
humans does not satisfy HICM.

Module Function

HICM defines the conduct layer of human-facing intelligence.

It ensures that interaction quality is not measured only by:

• accuracy
• speed
• output quality
• execution efficiency
• but also by how the system behaves toward the human during the interaction itself.

The module applies wherever a human interacts with:

• AI assistants
• robots
• service systems
• autonomous support systems
• hybrid human-AI interfaces
• digital agents
• public-facing intelligent systems

Step 1 — Define Human-Facing Conduct Conditions

The organization must define what counts as valid conduct toward humans.

Minimum requirement:

• conduct expectations are explicit
• valid and invalid interaction behavior is distinguishable
• undefined conduct standards are excluded from valid operation

Step 2 — Define Respect Conditions

The system must define how respect toward the human is preserved
during interaction.

Minimum requirement:

• human presence is not treated dismissively
• disrespectful, degrading, or belittling conduct is excluded
• interaction does not reduce the human to operational inconvenience only

Step 3 — Define Communication Compatibility

The system must define how communication remains socially and
cognitively usable.

Minimum requirement:

• interaction remains understandable
• communication is not needlessly hostile, cold, or socially abrasive
• human-facing conduct remains compatible with ordinary social comprehension

Step 4 — Define Non-Humiliation and Non-Dismissal Conditions

The system must define how interaction avoids humiliation, contempt,
mockery, or invalid social treatment.

Minimum requirement:

• humiliating conduct is identifiable
• dismissive or contemptuous behavior is excluded
• the system does not create avoidable feelings of social invalidation through its conduct logic

Step 5 — Define Human Preference Conditions

The system must define how interaction quality supports human
acceptance and preference.

Minimum requirement:

• conduct may support trust, comfort, and preference without manipulation
• socially acceptable behavior is preserved
• interaction does not become technically correct but socially alienating

Step 6 — Preserve Human Dignity During Interaction

The system must preserve basic dignity even when interaction is
brief, repetitive, automated, or high-volume.

Minimum requirement:

• dignity is not sacrificed for throughput
• efficiency does not justify degrading treatment
• system behavior remains human-compatible at scale

Step 7 — Restrict Invalid Conduct Design

The system must not be treated as valid if human-facing conduct
becomes hostile, humiliating, dismissive, degrading, or structurally
indifferent to human dignity.

Minimum requirement:

• invalid conduct conditions are identifiable
• socially damaging conduct is blocked or invalidated
• intelligence alone does not override conduct failure

Scenario

A robot interacts with people in a public or service environment and
provides directions, assistance, or repeated operational support.

Application

HICM is used to ensure:

• the robot behaves respectfully toward humans
• communication remains understandable and socially acceptable
• efficiency does not override dignity
• interaction does not feel cold, humiliating, or dismissive

Result

The environment gains a stronger human-compatible interaction layer
in which the robot is more likely to be accepted, preferred, and
socially tolerated over time.

Scenario

A user interacts regularly with an AI assistant for support,
planning, communication, or task execution.

Application

HICM is used to ensure:

• the system treats the user with stable respect
• interaction remains non-dismissive and non-hostile
• communication supports human preference rather than alienation
• the assistant remains usable not only technically, but socially

Result

The system gains a stronger conduct architecture in which long-term
use is supported by human-compatible behavior, not only by
intelligence alone.

Canonical Closing Statement

A system may be intelligent without being acceptable. If conduct
toward humans is invalid, intelligence will not remain preferred.

→ Appreciation Interaction Layer (AIL™)