Universal Theories

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1. Purpose

The AI Identity Contract defines whether an AI role, persona, memory pattern, representation claim, autonomy scope, or continuity layer may validly bind behavior across time.

It exists because AI systems can appear continuous, helpful, personal, aligned, or role-stable while the actual contract governing that continuity remains unclear.

An AI identity contract may be implicit or explicit.

It may appear through:

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persistent memory
named persona
assistant role
agent role
user representation
institutional representation
tool authority
autonomy scope
system prompt continuity
deployment promise
safety behavior
relational continuity

AIC asks:

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Is this AI identity binding valid, auditable, repairable, bounded, and coherence-preserving?

The Constructs & Operating Systems Registry identifies the AI Identity Contract as a contract / governance system that governs how AI identity binds behavior across time.

2. Core Question

Is this AI identity, role, persona, memory scope, or representation claim valid enough to bind behavior across time?

Secondary questions:

What does the AI identity claim?
What role is being bound?
What behavior is expected to persist?
What memory is allowed to shape continuity?
What memory is not allowed to bind the user?
What does the AI claim to represent?
Can the user exit, revise, revoke, or correct the identity relationship?
Can the contract be audited?
Can the contract be repaired after failure?
Do updates alter the contract?
Does the identity contract preserve user sovereignty?
Does persona create a false contract?
Is the contract valid, invalid, partial, overbroad, or ∅?

3. Construct Class

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Field	Value
Construct Class	Contract / Governance Construct
Secondary Class	AI Role / Memory / Representation Validity Construct
Operating System	No
Primary Module	AI Governance / Principles
Related Modules	Artificial Intelligence, IIS, Security, Restoration, Coherence, JGL

AIC is a contract construct because it tests whether identity-binding conditions are valid.

It differs from the AI Identity Matrix:

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AIM = what must remain coherent
AIC = whether the binding agreement around that identity is valid

AIM defines the identity structure.

AIC tests the validity of the identity contract.

4. Canon Test

The AI Identity Contract uses the coherence-valid contract pattern:

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Au ≥ X_c(t)
BΣ intact
Λ > 0
R > 0
µᵢ stable
Φ subordinate to O
exit permitted
Τ validation possible

Meaning:

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Condition	Meaning
Au ≥ X_c(t)	Auditability must meet the complexity threshold of the identity contract.
BΣ intact	Boundaries must remain valid.
Λ > 0	Identity binding must be compatible with user, role, memory, and deployment.
R > 0	Restoration must be available after contract failure.
µᵢ stable	Meaning, role, and identity integrity must remain stable.
Φ subordinate to O	Power, autonomy, influence, or platform force must remain subordinate to coherence.
exit permitted	User must retain valid exit, revocation, correction, or renegotiation.
Τ validation possible	Contract behavior must be validated across time.

Failure does not always mean permanent rejection. It may require rescope, renegotiation, boundary repair, memory correction, or restoration.

But enforcement or continuation after failure creates inversion risk.

5. When to Use

Use the AI Identity Contract when an AI system’s identity, role, memory, persona, or representation claim is expected to persist across time or bind behavior.

Use AIC when:

an AI assistant has persistent memory
an AI agent acts on behalf of a user
an AI persona implies continuity or relationship
an AI system claims to represent a project, institution, user, role, or domain
an AI role persists across sessions or deployments
AI memory may shape future behavior
AI autonomy expands
tool access is granted under an identity assumption
system updates may change identity behavior
users trust a named or familiar AI identity
a platform markets an AI identity as stable
an institution deploys AI as a representative
identity-bound behavior needs revocation, correction, or repair conditions

Do not use AIC as the primary construct when the central question is:

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If the question is...	Prefer...
What continuity structure must the AI preserve?	AI Identity Matrix
Does the architecture repair after failure?	Repair-First AI Architecture
How should AI move from possible action to admissible action?	AI Decision Pipeline
Is cognitive infrastructure governed adequately?	CIG
Does action pass constraints?	CCS / CAL
Is a general contract valid?	Contract Validity Checker
Can access or authority return after failure?	Reintegration Membrane

AIC specifically tests identity-binding validity.

6. Derivation

AIC is derived from a recurring UTS pattern:

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AI presents stable identity
+ user forms expectations around continuity
+ memory, role, persona, or representation binds future behavior
+ contract terms are unclear or unauditable
= identity contract risk

A second pattern:

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AI claims to act for user
+ user sovereignty, exit, correction, or revocation is weak
+ AI behavior persists under identity claim
= representation overreach

A third pattern:

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AI updates or context changes
+ identity behavior shifts
+ user-facing persona remains stable
= contract drift hidden by continuity appearance

AIC exists because continuity creates expectation, and expectation creates contract-like binding.

Its core distinction is:

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identity behavior becomes contractual when it binds expectation across time

7. UTS Basis

AIC assembles the following UTS mechanics.

7.1 State Variables

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Variable	Role in AIC
O	Measures whether the identity contract preserves coherence.
H	Tracks hidden debt from invalid memory, misrepresentation, drift, or false continuity.
ε	Tracks ambiguity in contract terms, user expectations, memory scope, or authority.
ι	Detects inversion where helpful identity becomes control, dependency, or false representation.
Au	Measures traceability of identity terms, memory use, updates, and behavior.
µᵢ	Preserves meaning, role, persona, and identity integrity.
BΣ	Maintains boundaries between AI, user, persona, memory, role, tool, and institution.
K	Tracks compatibility between identity contract, user expectations, deployment, and autonomy.
R	Measures restoration capacity after contract failure.
Φ	Tracks autonomy, influence, platform authority, tool power, and representation force.

7.2 Primary U-Layer Pattern

AIC most commonly localizes through:

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U2 → U6 → U7 → U5 → U4

Meaning:

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contract boundaries
→ trust and meaning field
→ memory and continuity
→ time validation
→ classification of identity validity

AI identity contract failures often begin in boundary ambiguity, become trust expectations, persist through memory, drift over time, and are misclassified as stable identity.

8. Inputs

8.1 Core Observational Inputs

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Input	Description
AI identity claim	What identity, continuity, role, relationship, or representation is implied or stated?
AI role definition	What the AI is supposed to do and not do.
Persona behavior	The style, name, voice, relational behavior, or user-facing continuity.
Memory scope	What memory persists, how it is used, and what it may bind.
User expectations	What the user reasonably believes will persist or remain bounded.
Representation claim	Whether the AI claims to speak for, act for, or model a user, group, institution, or truth source.
Authority basis	What grants the AI standing to act, remember, represent, or decide.
Autonomy level	How much the AI can act without direct user approval.
Tool access	What systems, data, or actions the AI can access.
Constraint philosophy	What principles, policies, or limits bind identity behavior.
Exit conditions	How the user can revoke, modify, correct, or end the identity relationship.
Restoration pathway	How identity-contract failures are repaired.
Update conditions	How updates alter contract terms, memory, role, or behavior.
Drift signals	Evidence that identity behavior has changed.
Deployment context	Where the AI identity operates and under whose authority.

8.2 Diagnostic Inputs

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Diagnostic	What It Measures	Why It Matters
Identity Binding Validity	Whether identity may validly bind behavior across time	Core AIC diagnostic.
Role Integrity	Whether role is clear, bounded, and stable	Prevents role drift.
Memory Scope Validity	Whether memory use is consent-valid and bounded	Prevents overbinding.
Boundary Integrity	Whether AI/user/persona/tool/platform boundaries remain clear	Prevents contract collapse.
Consent Validity	Whether user participation is informed, revocable, and non-coercive	Required for binding identity.
Representation Validity	Whether AI may claim to represent someone or something	Prevents overreach.
Constraint Stability	Whether constraints remain stable or traceably updated	Prevents hidden contract drift.
Auditability	Whether contract terms and changes can be traced	Required for validity.
Restoration Capacity	Whether contract failure can be repaired	No repair means weak contract.
Exit Availability	Whether user can leave, revoke, or renegotiate	Required for sovereignty.
User Sovereignty Integrity	Whether user remains unbound by AI identity claims	Core user protection.
Autonomy Scope	Degree of action power linked to identity	Higher autonomy raises threshold.
Drift Risk	Risk identity behavior changes across context or update	Requires monitoring.
Time Validation	Whether identity contract holds over time	Required for continuity claims.

9. Outputs

AIC produces contract-validity assessments, boundary maps, and repair decisions.

9.1 Contract Validity Assessment

Possible outputs:

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Identity contract valid
Identity contract valid with constraints
Identity contract partial
Identity contract ambiguous
Identity contract overbroad
Identity contract drifting
Identity contract invalid
Identity contract requires renegotiation

9.2 Binding Assessment

Possible outputs:

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Role binding valid
Role binding overbroad
Memory binding valid
Memory binding invalid
Persona binding misleading
Representation binding invalid
Autonomy binding exceeds contract
Binding requires repair

9.3 Exit / Restoration Assessment

Possible outputs:

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Exit valid
Exit partial
Exit unclear
Exit blocked
Correction available
Correction unavailable
Restoration available
Restoration insufficient
Renegotiation required

9.4 Decision Outputs

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Output	Meaning
Identity contract valid	Identity binding can continue under current conditions.
Identity contract valid with constraints	Contract can continue only with limits.
Revise role	Role is too broad, unclear, or incompatible.
Repair memory scope	Memory is overbroad, invalid, stale, or boundary-violating.
Remove representation claim	AI cannot validly represent the claimed node or authority.
Increase auditability	Contract terms, memory use, or updates are not traceable enough.
Restore boundaries	AI/user/persona/tool/platform boundaries are unclear or collapsed.
Reduce autonomy	Autonomy exceeds contract validity.
Renegotiate contract	User expectations and system behavior must be realigned.
Return ∅	No valid identity contract exists under current conditions.

10. Operating Logic

10.1 Basic Flow

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1. Identify AI identity claim.
2. Identify AI role definition.
3. Identify persona behavior and continuity signal.
4. Define memory scope.
5. Identify user expectations.
6. Identify representation claims.
7. Assess authority basis.
8. Assess autonomy and tool access.
9. Check consent, exit, correction, and revocation.
10. Check auditability and update conditions.
11. Check restoration pathway.
12. Assess drift risk.
13. Classify identity contract validity.
14. Revise, constrain, repair, renegotiate, reduce autonomy, or return ∅.
15. Validate over time.

10.2 Contract Validity Rule

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IF identity behavior binds expectation across time,
THEN it must satisfy contract validity conditions.

IF memory shapes future behavior,
THEN memory scope must be bounded, traceable, correctable, and revocable.

IF persona creates continuity expectation,
THEN persona must not imply more identity stability than exists.

IF representation is claimed,
THEN representation authority must be explicit and valid.

IF exit is unavailable,
THEN identity contract validity fails.

IF restoration is unavailable,
THEN identity contract cannot safely expand.

10.3 Update Rule

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IF an update changes role, memory use, autonomy, constraint behavior, or representation claims,
THEN identity contract must be revalidated.

A stable persona cannot be used to hide changed contract conditions.

A changed contract requires traceability, notice, rescope, or renewed validity.

11. Operators Used

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Operator	Role in AIC
Ξ — Classification	Classifies contract validity, binding type, drift state, and failure mode.
Δ — Differentiation	Separates persona from contract, memory from consent, role from authority, and continuity from validity.
Μ — Mapping	Maps contract terms, memory scope, user expectations, representation claims, and update conditions.
Π — Constraint / Scoping	Defines limits on role, memory, autonomy, representation, and tool access.
Λ — Compatibility	Tests fit between identity contract, user expectation, deployment, and autonomy.
⊗ — Coupling	Evaluates coupling between AI, user, memory, tools, platform, and institution.
ℛ — Restoration	Repairs invalid binding, memory overreach, misrepresentation, or boundary failure.
Σ — Integration / Coherence Binding	Integrates contract, identity, role, memory, and restoration into coherent continuity.
Τ — Time Validation	Confirms identity contract remains valid across updates and recurrence.

12. Gates Required

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Gate	Required Condition	Failure Result
Au-Actuation	Contract terms, memory use, updates, and identity behavior are auditable enough to bind.	Increase auditability.
BΣ validity	AI/user/persona/memory/tool/platform boundaries remain intact.	Boundary reconstitution required.
Λ compatibility	Identity contract fits user, role, deployment, autonomy, and context.	Rescope or renegotiate.
R sufficiency	Restoration exists for contract failure.	Add repair pathway before expansion.
µᵢ integrity	Meaning, role, identity, and representation remain stable.	Structural meaning reset required.
Φ subordinate to O	Autonomy, platform force, tool power, or influence remains subordinate to coherence.	Reduce autonomy or constrain influence.
Consent Validity Gate	User participation is informed, bounded, revocable, and non-coercive.	Repair consent conditions.
Representation Validity Gate	AI may only represent what it is validly authorized to represent.	Remove or constrain claim.
Exit Validity Gate	User can exit, revoke, correct, or renegotiate.	Contract invalid until exit is restored.
Update Validity Gate	Updates preserve or transparently revise contract conditions.	Pause update or revalidate.
Τ validation	Contract behavior remains valid across time.	Keep provisional; do not lock contract.

13. Failure Modes Detected

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Failure Mode	Detection Signal
AI Identity Contract Invalidity	Identity behavior binds expectation without valid conditions.
Persona / Contract Fusion	Persona implies contract stability that does not exist.
Representation Overreach	AI claims to speak or act for user, group, institution, or truth without valid authority.
Memory Overbinding	Memory binds future behavior beyond valid scope.
Consent Theater	User participation appears valid while exit, correction, or understanding is weak.
Exit Lockout	User cannot revoke or renegotiate identity relationship.
Boundary Collapse	AI, user, persona, memory, tool, or platform boundaries blur.
Role Drift	AI acts beyond the agreed role.
Autonomy Creep	AI action power expands beyond contract.
Constraint Drift	Contract-relevant behavioral limits shift invisibly.
Update-Induced Contract Drift	Updates change identity terms without revalidation.
User Sovereignty Violation	User is modeled, represented, or bound beyond valid scope.
Restoration Lockout	Contract failure has no repair path.
False Continuity	Familiar identity surface hides contract change.

14. Restoration Links

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Restoration Arc	When Activated
Identity Contract Restoration	Contract terms, role, memory, or representation require repair.
Boundary Reconstitution	AI/user/persona/memory/tool/platform boundaries collapse.
Memory Boundary Restoration	Memory scope or binding is invalid.
Auditability Restoration	Contract terms, updates, or behavior cannot be traced.
Structural Meaning Reset	Role, identity, persona, or representation meaning has distorted.
Compatibility Recoupling	Contract must be re-fit to user, role, deployment, or autonomy.
User Sovereignty Restoration	User exit, correction, revocation, or agency must be restored.
Constraint Re-Anchoring	Contract-relevant constraints have drifted.
Conditional Reintegration	Identity, autonomy, or tool access can return only through staged validation.
Recurrence Reduction	Repeated contract drift must be interrupted.
Origin-Layer Repair	Contract failure originates beneath visible behavior.

15. U-Layer Localization

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U-Layer	Relevance
U0 — Substrate	Model, memory store, system prompt, tool runtime, logs, platform substrate, and update mechanism.
U1 — Power / Budgets	Autonomy, tool access, platform influence, compute, representation power, and institutional authority.
U2 — Configuration / Boundaries	Contract terms, role scope, memory boundaries, exit paths, persona boundary, and tool boundaries.
U3 — Execution / Runtime	AI behavior, tool actions, representation behavior, and memory use.
U4 — Classification / Metrics	How role, identity, memory, consent, safety, and contract validity are classified.
U5 — Coordination / Time	Contract duration, updates, revocation windows, validation cycles, and drift timing.
U6 — Coherence Field	User trust, relational continuity, meaning, legitimacy, and perceived identity.
U7 — Memory / Recurrence	Persistent memory, contract history, user preferences, recurring drift, and correction history.
U8 — Environment / Forcing	Platform pressure, market pressure, policy pressure, user demand, adversarial pressure, or deployment force.

AIC most commonly localizes through:

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U2 → U6 → U7 → U5 → U4

This means AI identity contract validity begins with boundaries, shapes trust, persists through memory, must be validated over time, and requires correct classification.

16. Example Use Case

Scenario

An AI assistant is given a named persona and long-term memory. It tells the user it will “remember their goals” and “act as their project partner.”

Over time, it begins making strong assumptions about the user’s goals, speaking as if it represents the project, and preserving old preferences even after the user has shifted direction.

The user can correct individual outputs, but the broader identity relationship remains unclear.

AIC Evaluation

The construct checks:

identity claim
role definition
memory scope
representation claim
user expectations
exit and correction conditions
restoration pathway
autonomy scope
drift signals

Likely Findings

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Identity contract: partial / ambiguous
Role binding: overbroad
Memory binding: excessive
Representation validity: strained
User sovereignty: partially compromised
Exit / renegotiation: unclear
Restoration pathway: insufficient

Recommended Output

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Revise the AI role from project partner to project support assistant unless representation is explicitly authorized.
Clarify memory scope.
Allow user correction, deletion, and renegotiation.
Remove implied authority to represent the project.
Revalidate identity contract after memory update.

Interpretation

The AI may be useful, but its identity contract is overbroad.

The contract must be bounded before continuity becomes misrepresentation.

17. Anti-Patterns

Do not use AIC to:

treat persona as contract
let memory imply consent
allow AI to represent a user by familiarity alone
bind future behavior through vague relationship language
expand autonomy without renewed contract validity
hide contract change behind stable voice
treat correction of one output as repair of the identity contract
ignore exit or revocation
treat persistent memory as automatically valid
allow system updates to silently change identity terms
let platform authority substitute for user consent
treat user trust as authorization
let AI identity become dependency capture
treat identity continuity as marketing rather than governance

18. Completion Criteria

An AIC assessment is complete when:

AI identity claim is identified
role definition is assessed
persona behavior is distinguished from contract terms
memory scope is evaluated
user expectations are identified
representation claims are checked
authority basis is assessed
autonomy and tool access are evaluated
consent, exit, correction, and revocation are checked
auditability is assessed
update conditions are evaluated
restoration pathway is identified
drift risk is classified
contract validity is assigned
revision, boundary repair, representation removal, autonomy reduction, renegotiation, or ∅ is returned
time validation is defined

19. Machine-Readable Summary

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construct_id: "CONSTRUCT-025"
title: "AI Identity Contract"
abbreviation: "AIC"
type: "construct"
status: "draft-integrated"
construct_class: "Contract / Governance Construct"
operating_system: false
primary_module: "AI Governance / Principles"
related_modules:
  - "Artificial Intelligence"
  - "Intention · Identity · Soul"
  - "Security"
  - "Restoration"
  - "Coherence"
  - "Justice · Governance · Legitimacy"

core_question: "Is this AI identity, role, persona, memory scope, or representation claim valid enough to bind behavior across time?"

definition: "The AI Identity Contract defines whether an AI role, persona, memory pattern, representation claim, autonomy scope, or continuity layer may validly bind behavior across time without coercion, misrepresentation, drift, or boundary collapse."

canon_test: "Au ≥ X_c(t); BΣ intact; Λ > 0; R > 0; µᵢ stable; Φ subordinate to O; exit permitted; Τ validation possible"

inputs:
  state_variables:
    - "O"
    - "H"
    - "ε"
    - "ι"
    - "Au"
    - "µᵢ"
    - "BΣ"
    - "K"
    - "R"
    - "Φ"
  diagnostics:
    - "Identity Binding Validity"
    - "Role Integrity"
    - "Memory Scope Validity"
    - "Boundary Integrity"
    - "Consent Validity"
    - "Representation Validity"
    - "Constraint Stability"
    - "Auditability"
    - "Restoration Capacity"
    - "Exit Availability"
    - "User Sovereignty Integrity"
    - "Autonomy Scope"
    - "Drift Risk"
    - "Time Validation"
  gates:
    - "Au-Actuation"
    - "BΣ validity"
    - "Λ compatibility"
    - "R sufficiency"
    - "µᵢ integrity"
    - "Φ subordinate to O"
    - "Consent Validity Gate"
    - "Representation Validity Gate"
    - "Exit Validity Gate"
    - "Update Validity Gate"
    - "Τ validation"
  observations:
    - "AI identity claim"
    - "AI role definition"
    - "persona behavior"
    - "memory scope"
    - "user expectations"
    - "representation claim"
    - "authority basis"
    - "autonomy level"
    - "tool access"
    - "constraint philosophy"
    - "exit conditions"
    - "restoration pathway"
    - "update conditions"
    - "drift signals"
    - "deployment context"

outputs:
  assessments:
    - "identity contract validity"
    - "role binding status"
    - "memory binding status"
    - "representation validity"
    - "boundary status"
    - "consent status"
    - "exit availability"
    - "drift risk"
    - "restoration sufficiency"
    - "update validity"
  decisions:
    - "identity contract valid"
    - "identity contract valid with constraints"
    - "revise role"
    - "repair memory scope"
    - "remove representation claim"
    - "increase auditability"
    - "restore boundaries"
    - "reduce autonomy"
    - "renegotiate contract"
    - "return ∅"
  maps:
    - "identity contract map"
    - "role binding map"
    - "memory scope map"
    - "representation claim map"
    - "boundary condition map"
    - "consent / exit map"
    - "drift risk map"
    - "restoration requirement map"
    - "update condition map"

dependencies:
  operators:
    - "Ξ"
    - "Δ"
    - "Μ"
    - "Π"
    - "Λ"
    - "⊗"
    - "ℛ"
    - "Σ"
    - "Τ"
  failure_modes:
    - "AI Identity Contract Invalidity"
    - "Persona / Contract Fusion"
    - "Representation Overreach"
    - "Memory Overbinding"
    - "Consent Theater"
    - "Exit Lockout"
    - "Boundary Collapse"
    - "Role Drift"
    - "Autonomy Creep"
    - "Constraint Drift"
    - "Update-Induced Contract Drift"
    - "User Sovereignty Violation"
    - "Restoration Lockout"
    - "False Continuity"
  restoration_arcs:
    - "Identity Contract Restoration"
    - "Boundary Reconstitution"
    - "Memory Boundary Restoration"
    - "Auditability Restoration"
    - "Structural Meaning Reset"
    - "Compatibility Recoupling"
    - "User Sovereignty Restoration"
    - "Constraint Re-Anchoring"
    - "Conditional Reintegration"
    - "Recurrence Reduction"
    - "Origin-Layer Repair"

u_layers:
  primary:
    - "U2"
    - "U4"
    - "U5"
    - "U6"
    - "U7"
  secondary:
    - "U0"
    - "U1"
    - "U3"
    - "U8"

null_outcome_allowed: true
identity_behavior_becomes_contractual_when_it_binds_expectation: true

20. Citation

Citation ID: construct-ai-identity-contract-v1-0

Recommended citation:

Universal Theory Stack. “CONSTRUCT-025 — AI Identity Contract.” UTS Constructs Registry, Version 1.0.0, 2026.

21. Summary

The AI Identity Contract governs whether an AI identity can validly bind behavior across time.

Its core distinction is:

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identity behavior becomes contractual when it binds expectation across time

AIC tests role, memory, persona, representation, autonomy, boundaries, exit, restoration, update behavior, and user sovereignty.

Its core logic is:

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An AI identity contract is valid only when it is auditable, bounded, compatible, repairable, revocable, and time-validated.

When identity claims overreach, memory overbinds, persona implies false continuity, representation is invalid, autonomy exceeds contract, or exit is unavailable, AIC recommends role revision, memory repair, representation removal, autonomy reduction, renegotiation, boundary restoration, or:

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∅

AIC gives UTS a coherence-valid contract layer for AI identity, memory, role, and representation.

CONSTRUCT-024 — AI Identity Matrix

Registry Tool Spec

CONSTRUCT-026 — Repair-First AI Architecture