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71 · Evolution & Ecology

Stigmergy
in GenOS.

Coordination through traces deposited in a shared environment and read by later work.

IMPLEMENTATIONExperimental
RUNTIME INTEGRATIONCallable
EVIDENCEUnit tested
LAST REVIEWED SOURCEGenOS 5091f70 ↗

Bounded stigmergic traces and routing services exist; population-scale benefit and persistence behavior are not broadly qualified.

Documentation markers describe linked material, not verified GenOS behavior. Simulation and benchmark flags remain partial until a concept-specific artifact is linked.

DOCUMENTATION
  • Science
  • Mathematics
  • Interactive model
  • Mechanism steps
  • Benchmark
  • FR explanation
DEFINITION AND SCIENCE

What it means
in GenOS.

IN ONE SENTENCE

Coordination through traces deposited in a shared environment and read by later work.

BIOLOGICAL / SCIENTIFIC BASIS

Stigmergy describes coordination mediated by modifications to a shared environment, first studied in termite nest construction. Software traces offer an analogy; correctness depends on access, freshness, attribution, and conflict handling.

BIOLOGICAL INSPIRATION · WHY THIS ANALOGY

Termites can coordinate through environmental traces. Software traces similarly carry signals, but need freshness, provenance and conflict controls.

GENOS TRANSLATION

Coordination through traces deposited in a shared environment and read by later work.

MATHEMATICAL / LOGICAL MODEL

A trace field can be modeled as τₓ(t+1)=(1−ρ)τₓ(t)+Δₓ(t), with evaporation rate ρ and deposited signal Δ. This is a candidate design equation, not a claim about every stigmergic system.

ANIMATED DIAGRAM · INTERACTIVE MODEL

Explore the mechanism: Stigmergy

A qualitative teaching model of this concept. It does not run GenOS or validate its implementation.

01 / 03
Current transition · Step 1Deposit environmental trace

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.

01

Deposit environmental trace

Coordination through traces deposited in a shared environment and read by later work.

02

Read and decay traces

A trace field can be modeled as τₓ(t+1)=(1−ρ)τₓ(t)+Δₓ(t), with evaporation rate ρ and deposited signal Δ. This is a candidate design equation, not a claim about every stigmergic system.

03

Adapt local route

Adapt local route. Stigmergy describes coordination mediated by modifications to a shared environment, first studied in termite nest construction. Software traces offer an analogy; correctness depends on access, freshness, attribution, and conflict handling.

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.

IMPLEMENTATION DETAIL

Bounded stigmergic traces and routing services exist; population-scale benefit and persistence behavior are not broadly qualified.

FAILURE MODES

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.

STIGMERGIC COORDINATION THROUGH ENVIRONMENTAL TRACES · 1959

La reconstruction du nid et les coordinations interindividuelles chez Bellicositermes natalensis et Cubitermes sp. La théorie de la stigmergie : essai d'interprétation du comportement des termites constructeurs

Pierre-Paul Grassé · Insectes Sociaux 6, 41–80

Introduces stigmergy in the study of termite nest reconstruction; shared software traces are a design analogy, not evidence of biological equivalence.

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.