Example
A worker finishes a known subtask: a typed signal or structured handoff may suffice. If agents disagree on a term's meaning, a short verbal exchange may be needed. A sensitive decision may go to a person.
52 · Collective Intelligence
Communication ecology
in GenOS.
Signals and channels that let agents coordinate through bounded, typed communication patterns.
EXPLAINER
How do agents choose a channel?
Before sending anything, policy considers necessity, recipients, encoding and cost. It can choose silence. Otherwise it selects a channel suited to the information and the required evidence of reception.
| Level | Channel | Use |
|---|---|---|
| 0 | Silence | No new information or action needed |
| 1 | Stigmergy | Leave a trace in shared state |
| 2 | Zero-text signal | Send a typed event to a receptor |
| 3 | Direct structured | Send a contract or fingerprint |
| 4 | Compiled dialect | Use an agreed symbol |
| 5 | Micro-utterance | One verbal turn, capped at 200 tokens |
| 6 | Bounded dialogue | Up to eight turns and 2,000 tokens |
| 7 | Human | Escalate a decision that needs a person |
What delivery does not prove
Technical delivery proves neither understanding nor correct execution. Acknowledgment can progress from transport through meaning, action, verification and, where required, human confirmation.
GenOS documents overall integration as partial: not every mission checkpoint is wired in production, and real token use is not automatically measured for every cycle.
DEFINITION AND SCIENCE
What it means
in GenOS.
Signals and channels that let agents coordinate through bounded, typed communication patterns.
Communication systems depend on channel capacity, timing and noise. GenOS uses typed signals and bounded channels; the ecology metaphor does not imply biological communication.
Signals and channels that let agents coordinate through bounded, typed communication patterns.
A message m=(type, source, target, payload, time) is deliverable only if channel policy P(m)=allow. Measure delivery rate as acknowledged/eligible messages over a stated window.
ANIMATED DIAGRAM · INTERACTIVE MODEL
01 / 03Explore the mechanism: Communication ecology
A qualitative teaching model of this concept. It does not run GenOS or validate its implementation.
01Emit typed signalINPUT
02Select permitted channelMECHANISM
03Observe receipt and responseCONDITIONAL OUTCOME
Current transition · Step 1Emit typed signal
The modeled transition may proceed. Change the assumption and move through the stages to inspect the decision path.
PROCESS AND USE
How it works
at a glance.
Emit typed signal
Signals and channels that let agents coordinate through bounded, typed communication patterns.
Select permitted channel
A message m=(type, source, target, payload, time) is deliverable only if channel policy P(m)=allow. Measure delivery rate as acknowledged/eligible messages over a stated window.
Observe receipt and response
Observe receipt and response. Communication systems depend on channel capacity, timing and noise. GenOS uses typed signals and bounded channels; the ecology metaphor does not imply biological communication.
RUNTIME IMPLEMENTATION
What is connected,
and how far.
The linked, versioned GenOS source defines this concept's supported operations and limits. The status axes describe the implementation and evidence recorded for this entry; they do not establish general mission success, scientific equivalence or behavior beyond that scope.
Typed signals, persisted deliveries and bounded receiver paths are connected; delivery is at least once and not every receiver is registered at startup.
Failure modes have not yet been separately cataloged for this entry; follow the source and evidence links before relying on the mechanism.
PRIMARY RESEARCH · MECHANISM LEVEL
The mechanism
behind the analogy.
Time, Clocks, and the Ordering of Events in a Distributed System
Leslie Lamport · Communications of the ACM 21(7), 558–565
Defines a partial order of events and logical clocks. A published run without event timestamps cannot be reconstructed into a causal timeline from this result alone.
Open publication ↗Primary research describes the cited mechanism; specific technologies may instead cite their original technical documentation. These sources provide context and do not validate the GenOS implementation.
EVIDENCE AND LIMITS
Scope and validation boundaries
The linked, versioned GenOS source defines this concept's supported operations and limits. The status axes describe the implementation and evidence recorded for this entry; they do not establish general mission success, scientific equivalence or behavior beyond that scope.