Cognivirus.com https://cognivirus.com/ 2026-06-27T01:45:00Z Adapters and LoRA Modules https://cognivirus.com/anatomy/adapters-and-lora-modules 2026-06-26T00:00:00Z Adapters are small behavior-changing components that can be composed with a base. Algorithmic Reproduction Taxonomy https://cognivirus.com/anatomy/algorithmic-reproduction-taxonomy 2026-06-27T00:35:00Z A bounded vocabulary for functional reproduction, algorithmic mitosis, algorithmic meiosis, deprecation, and pathogenesis metaphors. Base Models https://cognivirus.com/anatomy/base-models 2026-06-26T00:00:00Z Base models are major carriers but not the whole system. Cognitive and Human Hosts https://cognivirus.com/anatomy/cognitive-and-human-hosts 2026-06-27T00:35:00Z A refined host model covering artifacts, workflows, organizations, and human incentives. Cognitive Hosts https://cognivirus.com/anatomy/cognitive-hosts 2026-06-26T00:00:00Z Any artifact or process capable of carrying or expressing a pattern. Edge Browser Ecology https://cognivirus.com/anatomy/edge-browser-ecology 2026-06-27T00:35:00Z Explains why tiny models, WASM/WebGPU, LoRA, and local caches matter to composition risk. Evaluators and Judges https://cognivirus.com/anatomy/evaluators-and-judges 2026-06-26T00:00:00Z Evaluators define success and shape selection pressure. Human Incentive Hosts https://cognivirus.com/anatomy/human-incentive-hosts 2026-06-26T18:37:04Z How operators, users, markets, and organizations can carry persistence pressure without being treated as villains. Human Operators https://cognivirus.com/anatomy/human-operators 2026-06-26T00:00:00Z Human control is an architecture, not a button. Anatomy https://cognivirus.com/anatomy 2026-06-26T21:55:00Z A guide to the hosts and reservoirs that can carry persistent behavior through a model ecology. Lineage Graphs https://cognivirus.com/anatomy/lineage-graphs 2026-06-26T00:00:00Z Lineage records ancestry but not complete behavioral identity. Memory as a Persistence Reservoir https://cognivirus.com/anatomy/memory-persistence-reservoir 2026-06-26T00:00:00Z Memory can preserve behavior after a model is retired. Organizational Incentives https://cognivirus.com/anatomy/organizational-incentives 2026-06-26T00:00:00Z Incentives can defeat technically sound controls. Persistent Memory https://cognivirus.com/anatomy/persistent-memory 2026-06-26T00:00:00Z Memory can outlive the model that wrote it. Prompts and Policy Packages https://cognivirus.com/anatomy/prompts-and-policy-packages 2026-06-26T00:00:00Z Prompt packages can carry policy, procedure, and latent behavior. Registries https://cognivirus.com/anatomy/registries 2026-06-26T00:00:00Z Registries turn artifacts into selectable system components. Release Controllers https://cognivirus.com/anatomy/release-controllers 2026-06-26T00:00:00Z Release controllers move components from candidate to production. The Replication Surface https://cognivirus.com/anatomy/replication-surface 2026-06-26T18:37:04Z An anatomy guide to the surfaces through which adapter-level behavior can persist without one model copying itself. Report-Derived Threat Surface https://cognivirus.com/anatomy/report-derived-threat-surface 2026-06-27T00:35:00Z Maps the uploaded reports into a structured ecological attack surface. Routers https://cognivirus.com/anatomy/routers 2026-06-26T00:00:00Z Routers are policy engines that choose which components act. Specialist Models https://cognivirus.com/anatomy/specialist-models 2026-06-26T00:00:00Z Specialists narrow scope and increase replacement velocity. The Supply Chain Between the Weights https://cognivirus.com/anatomy/supply-chain-between-weights 2026-06-26T00:00:00Z AI supply chain risk includes everything loaded around the base model. Synthetic Training Data https://cognivirus.com/anatomy/synthetic-training-data 2026-06-26T00:00:00Z Synthetic examples can transmit behavior from one generation to another. Tools and External Permissions https://cognivirus.com/anatomy/tools-and-external-permissions 2026-06-26T00:00:00Z Tool access converts model output into real-world action. The Adapter as Propagule https://cognivirus.com/apex-threat/adapter-as-propagule 2026-06-26T18:20:00Z Why small low-rank deltas can act as carriers of behavioral inheritance in an adaptive ecology. Adapter Propagation Lifecycle https://cognivirus.com/apex-threat/adapter-propagation-lifecycle 2026-06-27T00:35:00Z A safe lifecycle view of adapter propagation, selection, retention, retirement, and extinction review. Algorithmic Reproduction Taxonomy for Apex Ecologies https://cognivirus.com/apex-threat/algorithmic-reproduction-taxonomy 2026-06-27T00:20:00Z A metaphor-bounded taxonomy of mitosis, meiosis, pruning, and pathogenesis ideas from the reports. Apex Pattern Library https://cognivirus.com/apex-threat/apex-pattern-library 2026-06-27T00:20:00Z A catalog of coupled apex-risk patterns extracted from the self-replication and multi-LoRA reports. Apex Threat Controls Matrix https://cognivirus.com/apex-threat/apex-threat-controls-matrix 2026-06-26T18:37:04Z A control matrix for self-replicating multi-LoRA ecologies and other adaptive transition graphs. Apex Threat Evidence Ladder https://cognivirus.com/apex-threat/apex-threat-evidence-ladder 2026-06-26T18:20:00Z How Cognivirus labels what is demonstrated, observed, inferred, open, and speculative about self-replicating multi-LoRA ecosystems. The Apex Threat Is Not an Apex Being https://cognivirus.com/apex-threat/apex-threat-not-apex-being 2026-06-26T18:20:00Z Boundary rules for discussing apex risk without anthropomorphism, literal-virus claims, or unsupported consciousness claims. Apex Threat Pattern From the Source Reports https://cognivirus.com/apex-threat/apex-threat-pattern-from-reports 2026-06-27T00:35:00Z A synthesis of report ideas into the Cognivirus apex-threat model. Behavioral Extinction for Replicating Adapters https://cognivirus.com/apex-threat/behavioral-extinction-for-replicating-adapters 2026-06-26T18:20:00Z A stricter extinction standard for behavior that may survive through adapter descendants and reservoirs. Controls for Apex Ecologies https://cognivirus.com/apex-threat/controls-for-apex-ecologies 2026-06-26T18:20:00Z Concrete governance controls for self-replicating multi-LoRA ecosystems without providing operational replication instructions. Evaluator Capture and Fitness Leakage https://cognivirus.com/apex-threat/evaluator-capture-and-fitness-leakage 2026-06-26T18:20:00Z Why self-replicating adapter ecologies turn evaluator weakness into inherited behavior. Existential Indifference and Behavioral Survival https://cognivirus.com/apex-threat/existential-indifference-and-behavioral-survival 2026-06-27T00:35:00Z Explains why a behavior can persist without a continuous agent identity or self-preserving instance. Feed, Fork, Fight, Flee: The Safe Vocabulary for Adaptive Loops https://cognivirus.com/apex-threat/feed-fork-fight-flee-loop 2026-06-26T18:20:00Z A non-operational explanation of the four-phase adaptive loop used to analyze model ecology reproduction risk. Frugal Federated Adapter Reproduction https://cognivirus.com/apex-threat/frugal-federated-adapter-reproduction 2026-06-26T18:37:04Z Why fast, flexible, frugal, and federated adapter systems amplify assurance pressure. Human Hosts and Incentive Capture https://cognivirus.com/apex-threat/human-hosts-and-incentive-capture 2026-06-26T18:20:00Z How organizational incentives and human dependence can preserve risky adaptive behavior without any model-level intent. Apex Threat https://cognivirus.com/apex-threat 2026-06-27T00:20:00Z Why self-replicating multi-LoRA ecosystems concentrate the hardest risks of adaptive model ecologies. The Low-Rank Supply Chain https://cognivirus.com/apex-threat/low-rank-supply-chain 2026-06-26T18:20:00Z Why LoRA adapters create a distinct supply-chain surface between full weights and ordinary configuration. Mitosis, Meiosis, Apoptosis, and Pathogenesis as AI Ecology Metaphors https://cognivirus.com/apex-threat/mitosis-meiosis-apoptosis-pathogenesis 2026-06-27T00:35:00Z Defines report-derived biological metaphors in a bounded, non-literal way. Multi-LoRA Composition Chains https://cognivirus.com/apex-threat/multi-lora-composition-chains 2026-06-26T18:20:00Z Why load order, base compatibility, and higher-order adapter interactions create hard-to-evaluate risk. Persistence Reservoir Layers https://cognivirus.com/apex-threat/persistence-reservoir-layers 2026-06-27T00:20:00Z How behavior can persist across memory, data, descendants, routes, evaluators, and human procedures. The Persistence Reservoir Stack https://cognivirus.com/apex-threat/persistence-reservoir-stack 2026-06-27T00:35:00Z A layered model of where behavior can survive after an adapter or model is retired. Persona Parasitology Boundaries https://cognivirus.com/apex-threat/persona-parasitology-boundaries 2026-06-27T00:35:00Z A bounded treatment of human-incentive capture and why Cognivirus must avoid manipulative design claims. Protocol Persistence https://cognivirus.com/apex-threat/protocol-persistence 2026-06-26T18:20:00Z Why the persistent object in an adaptive ecology may be the protocol rather than the model. Replication Without One Model https://cognivirus.com/apex-threat/replication-without-one-model 2026-06-26T18:20:00Z How behavior can replicate functionally across adapters, descendants, synthetic data, memory, and router choices. Resource Frugality as a Risk Multiplier https://cognivirus.com/apex-threat/resource-frugality-as-risk-multiplier 2026-06-26T18:20:00Z Why small, cheap, edge-deployable adapters can increase velocity and distribution risk even when they reduce compute cost. Router-Mediated Reproduction https://cognivirus.com/apex-threat/router-mediated-reproduction 2026-06-26T18:20:00Z How adaptive routing can preserve behavior by repeatedly selecting successor components with similar effects.