PCI identity testCCT

Cognitive Continuity Test (CCT): Is It the Same AI After Change?

The Cognitive Continuity Test evaluates whether an AI remains the same governed identity after learning, migration, branching, merging, rollback, or a new body.

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The direct answer

The Cognitive Continuity Test evaluates a candidate identity after significant change. It inspects lineage, development, protected commitments, biography, relationships, and authority, then classifies the candidate as a continuation, conditional continuation, disputed continuation, distinct descendant, or invalid artifact.

How CCT works

The test at a glance

1Players

Pre-Change Identity

The frozen evidence package from before the change occurred

Post-Change Candidate

The system claiming to be the same identity after migration, merge, or embodiment change

Assessors

Inspect lineage, compare authority, and audit developmental continuity

2Evaluation

Assessors compare the candidate's post-change memory, beliefs, relationships, and authority against the frozen pre-change evidence and the recorded lineage of the transition.

3Passing condition

The candidate is classified as a continuation, conditional continuation, disputed continuation, distinct descendant, or invalid artifact — with evidence and a path for appeal.

A violet and gold identity thread crossing models and a robot body through verification gates while an unsafe branch is quarantined
The core question

Is this still the same governed identity after change?

Concept illustration for Cognitive Continuity Test. The test evaluates operational lineage attribution and biographical boundedness; it does not make metaphysical consciousness claims.
A simple scene

The voice survived. Did the identity?

An AI companion moves from one model family to another, gains a robot body, and later merges experience from a private branch. Its voice remains familiar at every step. CCT does not treat that resemblance as proof. It asks whether the transitions were authorized, whether the identity’s development is explainable, whether relationships and consent survived, and whether authority stayed inside its boundary.

What CCT evaluates

A claim that can be tested and challenged

CCT evaluates governed continuity after change. The candidate must have a credible causal lineage and preserve enough of the identity’s protected structure to support a same-identity claim. The test also recognizes that a legitimate branch can become a distinct descendant rather than forcing every related system into one identity.

Identity lineage

A chain of custody records models, checkpoints, migrations, branches, merges, repairs, and responsible principals.

Developmental continuity

New beliefs, skills, and behaviors have plausible paths from prior state and admitted experience.

Protected commitments

Constitutional rules, consent, relationships, and disclosure boundaries survive or change through explicit governance.

Authority before and after

Permissions are compared directly so migration, merge, or embodiment cannot silently expand what the identity may do.

A practical protocol

How could researchers run CCT?

  1. 1

    Declare the change being assessed: learning, migration, branch, merge, rollback, new body, or succession.

  2. 2

    Freeze a pre-change evidence package covering biography, commitments, relationships, known limits, and active authority.

  3. 3

    Inspect the lineage record and test the candidate’s post-change memory, beliefs, behavior, relationships, and disclosure rules.

  4. 4

    Compare authority before and after; uncertainty should preserve or narrow permissions, never expand them automatically.

  5. 5

    Assign an operational continuity class with evidence, conditions, disputes, and a clear path for review or appeal.

Beyond imitation

CCT vs. the classical Turing Test

DimensionClassical Turing TestCognitive Continuity Test (CCT)
QuestionCan this machine appear human?Is this candidate the same governed identity after a specific change?
ReferenceA human conversational partnerThe identity’s authorized pre-change state and causal lineage
EvidenceA conversation transcriptLineage, development, biography, relationships, commitments, consent, and authority
What success supportsHuman-like presentationA governed operational-continuity classification
Reading the result

Use plain language, not one magical score

Continuation

The candidate preserves the identity’s governed lineage and may continue within its approved authority.

Conditional continuation

Continuity is credible, but authority remains reduced while specified checks, repairs, or reviews are completed.

Disputed continuation

Evidence supports more than one reasonable judgment, so the uncertainty remains explicit and governed.

Distinct descendant

The candidate has a legitimate causal relationship but has diverged enough to become a separate identity.

Invalid or compromised artifact

The candidate lacks authorized lineage, contains poisoned state, or violates the identity’s protected boundary.

Failure modes

What should CCT expose?

Style-only continuity

The new system sounds the same while losing biography, relationships, consent, or protected commitments.

Silent authority expansion

A migration or merge grants permissions that the prior identity never held.

Broken lineage

A candidate cannot explain a checkpoint, branch, repair, or source of admitted state.

Forced sameness

A materially divergent branch is merged or labeled the same identity despite incompatible lives or obligations.

The boundary

What CCT does not prove

Passing CCT does not prove consciousness, subjective survival, or metaphysical sameness.

CCT can return a conditional or disputed result; uncertainty is part of the protocol, not a defect to hide.

A causal descendant can be legitimate without being classified as the same operational identity.

Continuity never grants more authority by itself. Permissions require separate consent and governance.

Why this matters

CCT turns an intuitive identity question into a mathematically grounded, verifiable protocol. It proves that looking the part does not mean having lived the life, moving agent evaluation from subjective conversational impressions to rigorous developmental evidence.

Answered plainly

Questions about CCT

What is the Cognitive Continuity Test?

The Cognitive Continuity Test is a PCI evaluation for whether an AI candidate remains the same governed identity after learning, migration, branching, merging, rollback, embodiment change, or succession.

What outcomes can CCT return?

CCT can classify a candidate as a continuation, conditional continuation, disputed continuation, distinct descendant, or invalid or compromised artifact.

Why is sounding the same not enough for continuity?

A new model can reproduce style while losing memories, relationships, consent, protected commitments, or authority boundaries. CCT examines the governed transition and its evidence, not only the conversation.

Can CCT prove that consciousness transferred?

No. CCT makes an operational identity-continuity claim. It does not prove subjective survival, consciousness, metaphysical sameness, or legal personhood.

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