Three candidate worlds are compared through a declared evidence barrier before a candidate is retained or promoted.
Trinity
in GenOS.
Three candidate worlds are compared through a declared evidence barrier before a candidate is retained or promoted.
What it means
in GenOS.
Comparing isolated candidate worlds is related to controlled comparison and ablation design. A retained candidate is only as credible as the shared task, controls, evaluator, and evidence barrier.
Three candidate worlds are compared through a declared evidence barrier before a candidate is retained or promoted.
Choose candidate j maximizing measured utility Uⱼ only among candidates satisfying evidence threshold Eⱼ≥τ and budget Cⱼ≤C_max. The threshold and utility should be declared before inspecting outcomes.
Explore the mechanism: Trinity
A qualitative teaching model of this concept. It does not run GenOS or validate its implementation.
The modeled transition may proceed. Change the assumption and move through the stages to inspect the decision path.
How it works
at a glance.
Fork three candidate worlds
Three candidate worlds are compared through a declared evidence barrier before a candidate is retained or promoted.
Collect terminal evidence
Choose candidate j maximizing measured utility Uⱼ only among candidates satisfying evidence threshold Eⱼ≥τ and budget Cⱼ≤C_max. The threshold and utility should be declared before inspecting outcomes.
Compare and retain
Compare and retain. Comparing isolated candidate worlds is related to controlled comparison and ablation design. A retained candidate is only as credible as the shared task, controls, evaluator, and evidence barrier.
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.
The twelve variant paths share comparison, research, isolated snapshots and persisted resume guards. Targeted harnesses test their local contracts; the historical R3 campaign ended 12/12 ESCALATE, and a post-correction real-mission campaign remains unqualified.
Failure modes have not yet been separately cataloged for this entry; follow the source and evidence links before relying on the mechanism.
The mechanism
behind the analogy.
The design of experiments
Ronald A. Fisher · Oliver and Boyd
Original experimental-design treatment; GenOS comparisons need matched inputs and a declared measurement protocol.
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.
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.