terminology

AI Graded Governance and Universal Access Terminology Standards

Document Positioning: This document unifies terminology usage standards for the Web showcase layer, ensuring consistent concepts and unified expression while preserving the tone of research draft, public discussion, and open questions.

Update Rule: Any new terminology, terminology change, or obsolescence must be synchronized with this table.


I. Obsolete Terminology (Prohibited in New Writing)

Obsolete TermReplacement TermReason for Obsolescence
Level 1-5Baseline Universal Layer/Restricted Operation Layer/Professional Execution Layer/Risk Decision Layer/System Definition LayerEliminate numerical numbering, weaken hierarchy metaphor
LevelRisk Threshold/Stair PositionAvoid technocratic numbering system
HierarchyRisk Threshold/Stair PositionAvoid hierarchy associations
Low-Authority LayerBaseline Service User/Universal LayerEliminate "authority = rank" implication
High-Authority LayerHigh-Risk Threshold HolderPrecise role description, avoid identity labels
Low-Authority PersonBaseline Service UserUnified
High-Authority PersonHigh-Risk Threshold HolderUnified
UpgradeThreshold Unlocking/Capability DevelopmentWeaken progressivist ideology
Upgrade PathCapability Development PathEmphasize growth rather than climbing
Upgrade ChannelThreshold Unlocking Channel (mechanism documents) / Capability Development Channel (manifesto, social contract)Contextual differentiation
Hierarchy SolidificationThreshold Access SolidificationPrecise mechanism description
Cross-LayerCross-ThresholdUnified
90% Quality BaselineQuality BaselineEliminate specific numbers, avoid precision illusion
Stairway UniversalismAI Graded Governance and Universal AccessAvoid misreading as a new political ideology or faction
ManifestoResearch Draft / Problem FrameworkReduce declarative and finalizing tone
Political ManifestoTechnical Ethics and Public Policy DiscussionClarify that the Web layer is not a mobilizing political text
Democratic ConstraintMulti-Stakeholder Institutional ConstraintReduce institutional overclaiming and emphasize procedural participation
Technological ColonialismCross-National Capability-Access InequalityShift from accusatory language to mechanism-risk analysis
Anti-Technocratic AristocracyPreventing Excessive Concentration of Capability-Definition PowerShift from camp critique to governance risk
Public MovementPublic Policy DiscussionAvoid mobilizing language

II. Retained Terminology (Continue using, but must follow usage standards)

TermUsage StandardProhibited Variants
Risk-Graded Permission ModelRefers to risk threshold gradient, not capability level. Ensure context clearly defines this when usingCapability ladder, rank ladder, permission ladder in public titles
Capability CertificationPre-authority unlocking assessment, containing three-dimensional assessment (technical, social coordination, ethical judgment)Assessment, evaluation, qualification exam
Safety EncapsulationBaseline service users' restrictive AI function access mechanismEncapsulation (used alone)
Spillover FeedbackMechanism for high-authority advantages flowing back to baseline layerFeedback (used alone unless context is clear)
Quality BaselineBaseline service minimum alarm line, not long-term justice line90% baseline, performance baseline
Risk ThresholdOperation authority level corresponding to different risk scenariosLevel, hierarchy
Baseline Service UserCitizens enjoying baseline universal layer servicesLow-authority layer, low-authority person
High-Risk Threshold HolderOperators obtaining Risk Decision Layer or System Definition Layer authorityHigh-authority layer, high-authority person
Human Rights Protection ChannelEmergency service mechanism bypassing normal certification in life-and-death scenariosEmergency channel, privilege channel
Chronic Under-ProvisioningState where baseline services do not collapse but long-term stably lag behindQuality gap, service downgrade
Threshold Access SolidificationPhenomenon where specific groups long-term monopolize specific risk thresholdsClass solidification, rank solidification

III. Contextually Differentiated Terminology

The following terms adopt different expressions according to document type:

ConceptMechanism Design DocumentsManifesto/Social Contract/Theoretical Foundations
Authority ElevationThreshold UnlockingCapability Expansion
Ascension ChannelThreshold Unlocking ChannelCapability Development Channel
Authority ReductionThreshold DowngradeResponsibility Adjustment

IV. New Terminology Approval Process

  1. Proposal: When any author needs to use new terminology in a document, first search this table for equivalent terminology
  2. Argumentation: If new terminology is indeed needed, must explain:
    • Why existing terminology is insufficient
    • What problem the new terminology solves
    • The new terminology's relationship with the existing concept network
  3. Recording: After confirmation, write the new terminology into the appropriate section of this table
  4. Synchronization: Update all related documents referencing this concept

VI. Special Notes

On Publicly Downgrading the "Stairway" Metaphor

The Web showcase layer no longer uses "stairway" as a public-facing main title, and prioritizes "risk-graded permission model." This is because:

  1. Public expression needs to reduce hierarchy associations: "Stairway" can be misread as capability ranking, ascension narrative, or a new status order.
  2. Grading still needs to remain: Completely removing grading would obscure the fact that high-risk AI capabilities do require responsibility, audit, and access conditions.
  3. Critique documents continue supervision: Foucault's and Sandel's critiques of the stairway metaphor remain valid; these critiques are retained in theoretical foundation documents as continuous tension reminders.

On "Baseline Service User" vs. "Universal Layer"

Priority is given to "baseline service user" because it:

  • Emphasizes "usage" relationship rather than "belonging" relationship
  • Avoids the hierarchy implication of the word "layer"
  • Forms a symmetrical verb-object structure with "high-risk threshold holder"

In contexts emphasizing emotional connection (such as social contract), "universal layer citizen" may be used at discretion.


Institutional Engineering Honesty: Any terminology is constructive. This standard does not pursue "the most correct terminology," but "the least bad terminology"—maintaining balance between operability, precision, and anti-hierarchization.