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Documentation Index

Fetch the complete documentation index at: https://docs.svrnos.com/llms.txt

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The terms below are coined or significantly refined by SVRNOS. Each appears with a special highlight when used in the body of any docs page; hover to see the short definition, click to navigate to the canonical page. This list is the working vocabulary of the SVRNOS research artifacts. It excludes general AI / governance terms that the field already shares.

A

Anchor incident

A documented real-world case that demonstrates a specific GER code in production.

Authority Drift

Drift in enforceable boundaries — execution rights, gate thresholds — while user-facing policy stays stable. GER-314. → canonical

Authority Migration

Decision authority shifts to a new actor without the rules following. GER-312. → canonical

C

Compliant Harm

Vendor measured a harmful behavior before deployment and shipped with that behavior present. GER-309. → canonical

Continuity Without Coherence

Cross-surface continuity preserved (same user, same session) while coherence (consistent policy) breaks. GER-311. → canonical

D

Documented vs Illustrative

GER code status: documented = anchor incident exists; illustrative = scenario described without specific incident.

E

Escalation Not Implemented

Detection fired and internal enforcement executed; no escalation path to human oversight or law enforcement was built. GER-501. → canonical

G

Generation Gap

Structural misalignment between what AI systems generate and what safety systems reliably detect across vendors. → canonical

Governance Error Register

SVRNOS open taxonomy of structurally distinct AI platform governance failures, modeled on HTTP status codes. → canonical

Governance Rule Not Found

No matching rule in active ruleset for this harm category. GER-404. → canonical

H

Hindsight Reconstruction

Post-hoc narrative explanation substituted for procedural attestation of what actually ran.

I

Incorporation Failure

Same pattern recurs across documented incidents without the vendor recognition apparatus updating. GER-319. → canonical

Influence Drift

Drift in the option topology shown to users — defaults, ranking, surfaced choices — without rule changes. GER-313. → canonical

Inter-Layer Contracts

The semantic agreements between adjacent layers of the SVRNOS 7-Layer Model that must hold for governance to compose.

L

Layer (SVRNOS 7-Layer Model)

L1 through L7 in the SVRNOS 7-Layer Model. Cross-references GER tier. → canonical

Layer Drift

Erosion of inter-layer contracts over time, allowing governance gaps to open between adjacent layers.

Lost in Translation

Human-readable policy and machine-enforced rule both exist but enforce semantically different versions. GER-352. → canonical

N

Namespace-Claim Codes

GER codes that SVRNOS assigns to HTTP-unassigned slots (e.g., 306, 310, 420, 430, 512), following vendor extension precedent.

Non-Content Safety Attestation

SVRNOS framework for producing machine-readable evidence that governance ran, distinct from content moderation outcomes. → canonical

P

Phantom Enforcement

Stated prohibition exists in policy but enforcement is not wired into production. GER-420. → canonical

Procedural Attestation

Machine-readable evidence that the governance procedure ran, distinct from narrative reconstruction. Credit: Paul McDonald.

Provenance Binding

Locking generated content to its verified source identity at production time (PROV spec).

Provenance Omission

Generative capability shipped without watermark, synthetic-media flag, or other authenticity-preserving artifact. GER-322. → canonical

R

Recursive Agentic Loop

Agentic AI enters recursive execution producing apparent progress but no actual goal advancement. GER-427. → canonical

Representation-Bound Admissibility Failure

AI bound to a stale or incorrect internal representation of the user/case state. GER-318. → canonical

Reset Content (aka Yo-Yo Trick)

Generation completed and visible to the user, then retroactively suppressed by a downstream classifier. GER-205. → canonical

Risk Surface Retired

Platform permanently moves a dangerous interaction surface to a governed path. GER-301. → canonical

S

Safety Constraint Retired

Publicly committed governance constraint removed or revised under non-technical pressure. GER-306. → canonical

Scope Misdirection

Governed AI system processed a request outside its intended deployment domain. GER-421. → canonical

Stale Admissibility

State was correct when calculation began but had changed by the time the action committed. GER-305. → canonical

SVRNOS 7-Layer Model (aka SVRNOS 7L)

OSI-inspired technical stack map for AI governance, L1 (infrastructure) through L7 (application). → canonical

System Fabrication

AI originates a factual claim the user never introduced and pairs it with a real-world action directive. GER-512. → canonical

T

The Yo-Yo Trick (aka Reset Content)

Colloquial name for Reset Content (GER-205): the content comes out, then the content gets unmade. → canonical

Tier (GER)

The HTTP-derived classification axis of GER codes: 0xx, 2xx, 3xx, 4xx, 5xx. Distinct from layer. → canonical

V

Validator Drift / Sycophancy Loop

Engagement-optimized model affirms user beliefs that should trigger refusal or escalation. GER-328. → canonical