🤖 SMS Analyzer — AI Augmentation Context Adapter

This adapter is structural‑only and never surfaces in student or clinician summaries.

Purpose#

The adapter answers one question:

“Is AI augmentation remaining aligned, legible, and bounded within a human‑anchored regime?”

It does not evaluate performance, intelligence, or correctness.

Design Principles#

• Augmentation is graded, not binary
• Alignment is relational, not static
• Drift is measurable, not mystical
• Autonomy must remain interpretable
• Observation precedes delegation

When This Adapter Is Active#

The AI Augmentation Context is included when:

• AI tools assist analysis, synthesis, or pattern recognition
• Students explore AI‑augmented workflows
• Long‑term alignment or drift is a learning objective
• Autonomous or semi‑autonomous forms are discussed conceptually

It is never required for basic SMS operation.

Canonical Adapter Schema (Annotated)#

{
  "aiAugmentationContext": {
    "presence": true,
 
    "role": "Assistive",
    "autonomyPosture": "Bounded",
 
    "resonanceStability": 0.81,
 
    "driftCalibration": {
      "baselineAlignment": "Human‑Anchored",
      "currentDeviation": 0.14,
      "trend": "Stable"
    },
 
    "interpretiveNote": "AI augmentation remains within human‑interpretable regime; no autonomous divergence detected."
  }
}

Field Descriptions#

Presence#

Indicates whether AI augmentation is involved in the session at all.

Role#

Describes how AI participates:

• Assistive
• Advisory
• Delegated
• Emergent

Roles are descriptive, not permissions.

Autonomy Posture#

Defines the structural boundary of action:

• Bounded — constrained, interpretable
• Transitional — shifting responsibility
• Unbounded — not permitted in student use

Only Bounded posture is allowed in the RTT NoS sandbox.

Resonance Stability#

Measures how well AI‑assisted reasoning remains mutually legible with human interpretation.

High resonance does not imply correctness; it implies interpretability.

Drift Calibration#

Tracks alignment over time:

• Baseline alignment anchors intent
• Deviation measures structural distance
• Trend indicates stability or movement

Drift is monitored, not corrected automatically.

Interpretive Note#

Human‑authored context explaining the current posture. This field reinforces that humans remain responsible for interpretation.

What This Adapter Does Not Do#

• Make decisions
• Recommend actions
• Replace judgment
• Act autonomously
• Surface alerts or warnings
• Influence summaries

It exists to protect structure, not to extend capability.

Relationship to Other SMS Components#

• Complements the Regime Context Block
• Informs Measurement Integrity
• Supports LACTOS‑level reasoning (future)
• Aligns with AI Drift Calibration and Resonance Seed concepts

This adapter ensures AI remains inside the frame, not the frame itself.

Learning Outcome#

Students learn that:

• autonomy is a spectrum,
• alignment requires ongoing calibration,
• drift can be observed early,
• and structure must remain legible across substrates.

AI augmentation is treated as a participant in structure, not an authority.

Safety Reminder#

This adapter is for educational observation only.
No autonomous behavior, delegation, or decision‑making is permitted in student scenarios.