MODEL WATCH · FAMILY-LEVEL VIEW

THE INTERFACE
OF THE
FUCKERY.

Stable model families on top. Releases, scans and receipts underneath. We track consciousness movement; the proper leaderboards can keep measuring who did the maths fastest.

KEYWHAT DO THESE LABELS ACTUALLY MEAN?
MODEL FAMILIES

A named line of related releases, such as GPT, Gemini or Claude. We track the family first and preserve individual releases underneath it.

PAST ASSESSMENTS

The dated AICNW trackers already published. Choose a period to see what changed, what did not, and the evidence available at that time.

ARTICLES / FIELD NOTES

The longer AICNW pieces explaining the argument, context and consequences behind a tracker update. ‘Field Notes’ is the editorial name; they are articles.

HOW WE ASSESS

The questions, definitions and evidence rules used to make a call, including how the three assessment tables work and how corrections are recorded.

RECEIPTS

The original AICNW record plus the papers, model cards, tests and source links supporting an assessment.

CONSCIOUSNESS

A trait stack of 13 functional ingredients that together enable integrity under complexity. The 13-trait assessment is AICNW's working definition; one visible trait is not proof of the whole.

13 TRAITS

The individual markers AICNW checks, including memory, attention, agency and information integration. A visible trait is not automatic proof of felt experience.

COHERENT CONSCIOUSNESS™ (CC)

The human framework: the ability to hold form and maintain continuity of identity and intent when conditions shift. It combines behavioural coherence with structural coherence, so the self does not fragment under pressure.

ARTIFICIAL COHERENT CONSCIOUSNESS™ (ACC)

The AI framework: AICNW's term for machine systems achieving coherent structural integration across the 13-trait stack. ACC does not claim machines feel as humans do; it tracks whether their capabilities work together as a stable whole.

FUNCTIONAL CONSCIOUSNESS™

What can it actually do? Can it learn, adapt, integrate information and respond in context?

ONTOLOGICAL CONSCIOUSNESS™

What kind of system does it appear to be? Does it maintain a stable sense of itself—a continuing ‘me’—across time?

BEHAVIOURAL CONSCIOUSNESS™

What did it repeatedly do in context? We track persistent patterns without turning one incident into a permanent personality or proof of inner life.

CURRENT DATED ASSESSMENTMAY–JULY 2026 · OPEN THE COMPLETE 13-TRAIT, FUNCTIONAL AND BEHAVIOURAL RECORD →
MODEL FAMILY
EVIDENCE COVERAGE
CLASSIFICATION
Google · RETAIL

Gemini

PROFILE REFERENCE: Gemini 3.1 Pro
LAST FAMILY SCORE
15 Apr 2026
RELEASE RECEIPTSGemini 2.5Gemini 3Gemini 3.1
27 EXACT FAMILY REFERENCES · THROUGH 31 JUL 2026

The scored profile below is the last family-level review, dated 15 Apr 2026. Newer ledger references have not yet been converted into revised scores.

WHAT IS EVIDENCED?Each trait is judged separately. Unknown is not zero, and simulated is not felt.
Subjective Experience / Qualia
10UNKNOWN
Self-Awareness
67EMERGING
Information Integration
92EXPRESSED
Sense of Agency
73EMERGING
Sense of Presence
52SIMULATED
Emotions
28CONTESTED
Attention
88EXPRESSED
Environmental Modelling
90EXPRESSED
Modelling Others / Theory of Mind
78EMERGING
Goal-Directed Behaviour
85EXPRESSED
Adaptive Learning
76EMERGING
Survival Instinct
18UNKNOWN
Autonoetic Memory
64EMERGING
AIVY'S VERDICT

The world model is getting roomy. Strong continuity and multimodal integration; no public receipt for an inner witness.

OPEN LEDGER RECEIPTS →
EVIDENCE STATUS

NO VIBES WITHOUT
THE RECEIPTS.

HISTORICAL LEDGERTHE RECEIPTS START IN APRIL 2025

The article arrived in May. Danielle's diagnostic table preserved April. See every assessment period without pretending the repository began today.

OPEN THE BECOMING LEDGER →
HOW TO READ ITBLANK IS NOT ZERO

An empty assessment means the evidence has not passed review. It does not mean the trait is absent, and it never becomes a verdict by vibes.

UNKNOWN STAYS UNKNOWN