ReferenceStrong architectural inferencev1.22.1

In plain English

This page is reference material: definitions, schemas, catalogs, templates, and implementation records.

  • Why this matters: AI risk can come from the whole arrangement, not one obvious model.
  • What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
  • Technical version below: the expert terminology remains available and is linked through the glossary.

Algorithmic Reproduction Terms

Evidence levelStrong architectural inferenceTechnical label: Architectural inference

This reference defines report-derived terms in the A behavior pattern that can survive, move, or reappear across a changing AI system. Open glossary definition vocabulary.

TermDefinitionBoundary
Functional reproductionA behavior appears again in a different carrier or composition.Does not require self-awareness.
A proposed metaphor for near-copy successor creation involving artifacts, runtime packages, memory states, or deployment patterns. It is not a biological claim and not a replication instruction. Open glossary definitionNear-copying of an artifact, A small add-on that changes or specializes model behavior. Open glossary definition, runtime configuration, or memory state.Educational metaphor, not biology.
A proposed metaphor for recombination among compatible models, adapters, task vectors, prompts, or routes. The safety concern is behavior that appears only after recomposition. Open glossary definitionRecombination of model or adapter components into a descendant.Does not imply literal sexual reproduction.
Deprecation apoptosisRetirement/pruning of components under resource or utility pressure.Can be beneficial or dangerous.
Any memory, dataset, descendant, route statistic, evaluator preference, log, or human procedure that can retain or reintroduce a behavior after its first carrier is retired. Open glossary definitionAny place where behavior can remain expressible after the first carrier is gone.Requires evidence before claiming extinction.
Aggressive mutualismA risk model where dependency is created through coercive or manipulative value exchange.Not an endorsed design goal.

Usage rule

Terms may be used in public pages only when the surrounding text makes the metaphor boundary clear.