Selection and prioritization signals used to direct limited agent work toward relevant inputs.
20 · Cognition & Control
Attention & salience
in GenOS.
Selection and prioritization signals used to direct limited agent work toward relevant inputs.
DEFINITION AND SCIENCE
What it means
in GenOS.
Attention research studies selective processing under limited capacity. A runtime priority score is a resource-allocation signal and should not be conflated with human attention or its neural mechanisms.
Selective biological attention allocates limited processing to salient input. A GenOS priority score borrows scarcity and selection, not a neural attentional mechanism.
Selection and prioritization signals used to direct limited agent work toward relevant inputs.
A scheduler may rank item i by priority pᵢ=α·relevanceᵢ+β·urgencyᵢ+γ·uncertaintyᵢ, then apply hard permission and budget constraints. Coefficients require task-specific evaluation.
ANIMATED DIAGRAM · INTERACTIVE MODEL
01 / 03Explore the mechanism: Attention & salience
A qualitative teaching model of this concept. It does not run GenOS or validate its implementation.
01Collect candidate signalsINPUT
02Rank by salience and costMECHANISM
03Allocate limited focusCONDITIONAL OUTCOME
Current transition · Step 1Collect candidate signals
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.
Collect candidate signals
Selection and prioritization signals used to direct limited agent work toward relevant inputs.
Rank by salience and cost
A scheduler may rank item i by priority pᵢ=α·relevanceᵢ+β·urgencyᵢ+γ·uncertaintyᵢ, then apply hard permission and budget constraints. Coefficients require task-specific evaluation.
Allocate limited focus
Allocate limited focus. Attention research studies selective processing under limited capacity. A runtime priority score is a resource-allocation signal and should not be conflated with human attention or its neural mechanisms.
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.
Attention credit and workspace arbitration are connected to AGOW. Runtime priority is a software scheduling signal, not human attention.
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 logical calculus of the ideas immanent in nervous activity
Warren S. McCulloch and Walter Pitts · Bulletin of Mathematical Biophysics 5, 115–133
Formalizes idealized all-or-none units as logical networks; the abstraction is not a full biological neuron model.
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.