Visual Engineering Research

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research-document RFR-D2B5152B

Map boundary conditions and failure regimes: Atlas Perceptual Measurement Layer

Identifier
RFR-D2B5152B
Research Area
General Research
Status
Open
Version
0.1
Priority
medium
Updated
2026-07-22
Source
research/frontier/records/RFR-D2B5152B.md

RFR-D2B5152B — Map boundary conditions and failure regimes: Atlas Perceptual Measurement Layer

Research opportunity

Map boundary conditions and failure regimes for the claims or recommendations in “Atlas Perceptual Measurement Layer.”

Background

The originating artifact is accepted by the repository publishing inventory with status “Proposed Canonical Foundation.” Its Purpose section provides the immediate evidence boundary.

Evidence trace

  • Origin document: content/projects/project-atlas/research-note/df-atlas-color-005-perceptual-measurement-layer.md
  • Section: Purpose
  • Specific assumption challenged: The source's treatment in “Purpose” is sufficiently supported for its intended scope.
  • Supporting evidence excerpt: “Define how Project Atlas records, transforms, compares, validates, and communicates color measurements without pretending that one color space solves every problem. The layer is designed to support: - design tokens - web components - visual research - accessibility - material and architectural color - image and displa…”
  • Reason this opportunity exists: The conditions under which the documented recommendation weakens, reverses, or creates a competing cost.

Unknowns

  • The conditions under which the documented recommendation weakens, reverses, or creates a competing cost.

Dependencies

Suggested REP and methodology

  • Suggested REP: REP-ATLAS-PERCEPTUAL-MEASUREMENT-LAY-BOUNDARY
  • Methodology: Use a factorial stress test across task, user, context, device, and consequence variables; model interactions rather than relying on aggregate means.
  • Expected outputs: Boundary-condition matrix, failure taxonomy, interaction model, and revised scope statement.
  • Success criteria: At least one credible failure regime is tested and the valid operating envelope is quantitatively described.
  • Recommended agent: experimentation-research-agent
  • Estimated effort: Medium
  • Expected knowledge gained: The conditions under which the documented recommendation weakens, reverses, or creates a competing cost.

Evaluation

Dimension Score (1–5)
Knowledge gain 4
Potential impact 5
Cross-project reuse 5
Scientific importance 5
Dependency cost 5
Implementation difficulty 4
Frontier score 491

Confidence in this opportunity: moderate. Status: Open.