A pathology category for safeguards that overreact to legitimate runtime behavior.
90 · Immunity & Medicine
Autoimmune failure
in GenOS.
A pathology category for safeguards that overreact to legitimate runtime behavior.
DEFINITION AND SCIENCE
What it means
in GenOS.
Autoimmune disease involves immune responses against self components. The software metaphor describes safeguards that flag authorized behavior; measure false positives before intervention.
Autoimmunity illustrates that a defensive response can harm the host. The software lesson is to measure false positives and require proportional containment.
A pathology category for safeguards that overreact to legitimate runtime behavior.
False-positive rate FPR=FP/(FP+TN) on a declared authorized-behavior set. A response gate should account for both harm from intervention and missed threats.
ANIMATED DIAGRAM · INTERACTIVE MODEL
01 / 03Explore the mechanism: Autoimmune failure
A qualitative teaching model of this concept. It does not run GenOS or validate its implementation.
01Detect self-directed alertINPUT
02Estimate false positiveMECHANISM
03Reduce harmful responseCONDITIONAL OUTCOME
Current transition · Step 1Detect self-directed alert
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.
Detect self-directed alert
A pathology category for safeguards that overreact to legitimate runtime behavior.
Estimate false positive
False-positive rate FPR=FP/(FP+TN) on a declared authorized-behavior set. A response gate should account for both harm from intervention and missed threats.
Reduce harmful response
Reduce harmful response. Autoimmune disease involves immune responses against self components. The software metaphor describes safeguards that flag authorized behavior; measure false positives before intervention.
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.
Some immune and autoimmune detection/response paths are executable and tested. Coverage does not establish complete threat detection or biological fidelity.
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.
A modification of Jerne's theory of antibody production using the concept of clonal selection
Frank Macfarlane Burnet · Australian Journal of Science 20, 67–69; original paper reprinted in Nature Immunology
Biological basis for adaptive recognition and memory; GenOS threat policies do not implement lymphocyte selection.
Open publication ↗Design of fault-tolerant computers
Algirdas Avižienis · AFIPS Fall Joint Computer Conference, 733–743
Original fault-tolerance design work. It motivates software failure analysis but does not validate a GenOS pathology label.
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.