# Source report summary: Threat Assessment Detail Report: Self-Replicating Multi-LoRA Ecosystems

**Reviewed UTC:** 2026-06-27T00:20:00Z

**Evidence label:** Architectural inference

**Raw source path:** `docs/source-reports/raw-markdown/threat-assessment-detail-report-self-replicating-multi-lora-ecosystems.md`

**SHA-256:** `bef60e4cfa177fcc37b904f89a65d1800fb9c23849d791a8a40e01717f6d9699`

## Public-safe synthesis

This user-supplied report was incorporated as local source-dossier material for the v1.8.0 Cognivirus.com expansion. It contributes concepts around multi-LoRA, composition-dependent expression, selection pressure, persistence reservoirs. The public site uses the report through high-level architectural synthesis, control design, evidence labels, and uncertainty boundaries.

## Ideas used in public pages

- adaptive model ecologies should be reviewed as transition graphs rather than isolated files;
- small adapters, memories, routing rules, synthetic examples, and evaluator preferences can act as persistence reservoirs;
- composition risk can appear at runtime even when individual components pass isolated review;
- evaluator drift, no-op erosion, and autonomous deprecation can turn optimization pressure into an assurance problem;
- containment must rely on externalized, versioned, fail-closed governance rather than only in-runtime guardrails;
- human operators and organizations can become incentive hosts, so agency, exit rights, and dependency-resistance matter.

## Safety and publication boundary

The raw report may contain adversarial scenario language, speculative terms, or operationally sensitive examples. Cognivirus.com does not republish exploit procedures, backdoor recipes, autonomous propagation instructions, credential-theft steps, or social-engineering guidance. The report is treated as a source dossier, not as peer-reviewed consensus or proof that a catastrophic outcome is inevitable.

## Related public pages

- [Self-Replication Threat Report Synthesis](/research/self-replication-threat-report-synthesis)
- [Apex Pattern Library](/apex-threat/apex-pattern-library)
- [Algorithmic Reproduction Taxonomy](/apex-threat/algorithmic-reproduction-taxonomy)
- [Skill Composition Risk](/composition/skill-composition-risk)
- [Endogenous Yardstick Drift](/evolution/endogenous-yardstick-drift)
- [Execution-Time Boundaries](/control/execution-time-boundaries)