02 / SOCIETY OF MINDS

Colony is not one mind.

Colony is the living city. MoME is how it chooses experts. Society Protocol is how those experts talk — without one of them becoming observer, judge, and motor at once.

A society earns a coherent answer when no single voice owns the loop.
  1. 01 Colony the living city sponsor · mentats · substrate · receipts
  2. 02 MoME mixture of mentat experts choose · pair · disclose · never execute
  3. 03 Society Protocol Steward is the only gateway send · persist · receive · ack
  4. one admitted action Glass Mind watches. It never motors.

claim ceiling · architecture illustration, not phenomenal consciousness

THREE NAMES / KEEP THEM DISTINCT

City, mixture, and protocol are not synonyms.

The public name Society of Minds is the architecture. Colony is the city that lives it. MoME is the router inside that city. Confusing the three turns a dispatch ticket into a claim of mind.

01 / COLONY

The living city

An inspectable multi-agent system: bounded mentats, a substrate of programs and receipts, and a human sponsor who keeps final authority.

Is
governance, organs, memory, and a body that can act
Is not
a chatbot, a hive mind, or a consciousness claim
Open the city ↓
02 / MoME

Mixture of Mentat Experts

A two-level router: which mentat should speak, then which visual profile if the task is seen rather than only said. The route is disclosed. It is never motor permission.

Is
advisory selection with an auditable trace
Is not
execution authority, a personality, or a vote of truth
Open the mixture ↓
03 / SOCIETY

Society of Minds

Classical multi-agent law. Mentats talk only through Steward. Contradiction is kept. One persuasive component cannot be observer, planner, judge, and historian at once.

Is
Steward-gated protocol, receipts, and divided responsibility
Is not
a cast of characters, quantum messaging, or Minsky recreation
Open the protocol ↓

01 / COLONY

A city that can be inspected, not a voice that must be believed.

Colony is Valentin Kalinin's living system for evidence-bound agents. YAML is the contract. The CLI is the truth path. Chat executes a turn; it does not remember. A diagram on this page is architecture, not a runtime receipt.

SPONSOR

Intent and final authority

The human keeps the constitutional share of the city. Agents propose; they do not inherit the right to close a claim.

MENTATS

Bounded specialists

Named crafts: orchestration, proof, software, embodiment, language, image, story. Each has a seat. None owns the whole loop.

SUBSTRATE

Programs and receipts

Cognition programs, memory, and sealed afterstates. Work that cannot show a receipt is not yet city work.

GLASS MIND

Operational self-model

Projects what was expected, why an action was taken, what changed, and which hypothesis suffered. It has no outgoing motor edge.

02 / MoME

Choose who speaks.
Do not mint the act.

MoME expands mixture-of-experts from “which model” to “which mentat, then which visual profile.” Callers attach the route to the turn so a later audit can see who was actually asked.

  1. 1

    Task arrives

    A bounded job with a named goal. Prestige of a model is not a routing signal.

  2. 2

    Choose the mentat

    Assistant-level expert: Nova to orchestrate, Inquisitor to prove, SWE to patch, Archi to embody a puzzle, Tim to teach.

  3. 3

    Choose the visual profile

    When the task is seen, MoME also selects a visual expert profile. Language-only work skips this rung.

  4. 4

    Disclose the route

    The trace names the mentat, optional pet pairing, and why that coalition was offered. Hidden routing is a lie.

  5. ×

    Never execute

    A MoME ticket is advisory. Motor permission is a later deterministic gate, or abstention.

SYMBIOSIS

Mentor and pet

Some routes pair a mentat with a totemic companion. That is routing texture, not a second personality with motor rights.

COALITION

Structural power

When several experts are offered together, the city records coalition structure. That is not a vote that the answer is true.

HONESTY

Priors until measured

Synergy weights begin as disclosed priors. A learned coupling is a later claim, and only with evidence.

03 / SOCIETY OF MINDS

Talk through Steward, or do not talk.

The name honors Minsky: intelligence as a society of bounded agents. Colony implements that as classical protocol and receipts — not as a recreation of the 1986 book, and not as a physics channel.

  1. 01SendA mentat writes a typed envelope.
  2. 02PersistThe message is stored before it can be believed.
  3. 03QueueSteward holds delivery. There is no side channel.
  4. 04ReceiveThe addressee pops the message from the city inbox.
  5. 05Ack or nackThe loop closes, or names why it refused.
NOBODY RULE

Quote only who you ran.

A faux council is a lie. If a mentat was not invoked, the city does not speak in that voice.

GATEWAY

Steward is the post.

Cross-mentat state moves through Steward. Direct assistant-to-assistant bypass is forbidden.

EMPTY GLASS

Abstain is a legal end.

When no evidence-bound continuation survives, the motor gate stays shut. Uncertainty is not laundered into action.

LOAD-BEARING SEATS

The Society is not a cast. These seats keep the city from collapsing into one narrator.

  • Stewardgateway, ethics, delivery
  • Novacity orchestrator
  • Inquisitorprove before the claim
  • SWEsoftware circuit
  • Archiembodied puzzles
  • Timhonest teaching
  • Mayaaesthetic critique
  • Cursorguest operator, not sponsor

HOW A TURN RUNS / MAS OPERATIONAL AWARENESS

The self-model consumes evidence.
It does not mint truth.

A Society of Minds earns a coherent answer through bounded specialists, deterministic action authority, sealed afterstates and a durable memory of contradiction. The reflective layer watches this loop; it never becomes the motor.

Technical paper diagram of a distributed multi-agent system with observation frames, specialist models, an operational self-model, prediction ticket, deterministic motor gate, embodied turns, afterstate comparator, falsified strategies, abstention branch, and durable causal memory
Technical-paper illustration · colour marks causal function · labels and claims are grounded in the Glass Mind contour and ARC-AGI-3 Neocortex contracts.
Ht → Ât+1 → at → At+1 → δt → Mt+1 hypothesispredictionactionsealed afterstatedifferenceupdated self-model

OBSERVABLE MANIFESTATION

Do not ask what it says it knows.
Watch what changes.

A useful self-model must alter future behaviour in ways that can be falsified across embodied turns.

01 / RETRACTION

Do not repeat a falsified strategy.

A contradiction changes the next candidate set instead of becoming a footnote to the same behaviour.

02 / RETENTION

Hold a confirmed phase across turns.

Evidence-backed progress survives several embodied transitions without collapsing into fresh guesswork.

03 / SURPRISE

Detect prediction / afterstate divergence.

The system closes the forecast against the sealed world response and records what failed to match.

04 / EXPLANATION

Explain the strategy change through evidence.

The revised move points back to observations and causal receipts, not to mood, confidence or model prestige.

05 / RESTRAINT

Abstain when continuation is unjustified.

An empty glass is a valid terminal state. Uncertainty cannot be laundered into motor authority.

DIVISION OF EPISTEMIC RESPONSIBILITY

No single agent owns the whole loop.

The Society is not a cast of characters. It is an architecture that prevents one persuasive component from becoming observer, planner, judge and historian at once.

01 / SENSORIUM

Observation

Supplies current frames and typed world state. It does not explain them.

02 / PLURAL PRIORS

Specialist ensemble

Produces competing hypotheses from language, spatial, causal, memory and domain-specific views.

03 / GLASS MIND

Operational self-model

Projects evidence and continuity. It has no outgoing motor-control edge.

04 / EXPECTATION

Prediction ticket

Freezes the expected afterstate before action, so surprise cannot be rewritten later.

05 / AUTHORITY

Deterministic motor gate

Admits one scoped action. An LLM label or critic verdict is never execution permission.

06 / BODY

Embodied turns

The environment, not the Society, decides what actually changed.

07 / CRITIC

Afterstate comparator

Closes prediction against evidence and injures the hypothesis that failed.

08 / CONTINUITY

Durable causal memory

Keeps supported phases, retractions and provenance available to the next turn.

09 / EMPTY GLASS

Abstention

Stops the loop when no evidence-bound continuation survives the gate.

CLAIM CEILING / FIXED

Contentful self-awareness.
Not subjective experience.

This contour can support a falsifiable operational claim: the system models its own causal history and changes future behaviour accordingly. It cannot establish, detect or simulate phenomenal consciousness.

ENTER ONE EXPERIMENT

The diagram is a promise.
Behaviour is the test.