research-document RFR-6ACA0F31
Map boundary conditions and failure regimes: Operationalizing Product Legibility
RFR-6ACA0F31 — Map boundary conditions and failure regimes: Operationalizing Product Legibility
Research opportunity
Map boundary conditions and failure regimes for the claims or recommendations in “Operationalizing Product Legibility.”
Background
The originating artifact is accepted by the repository publishing inventory with status “complete.” Its Remaining Uncertainty section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/product-genome/canonical/product-genome-research-execution-package-run-02.md
- Section:
Remaining Uncertainty - Specific assumption challenged: The source's treatment in “Remaining Uncertainty” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “The protocol can reliably structure measurement, but three major questions remain: - How should scores be normalized across products with radically different tasks? - How should learning over repeated use alter the legibility profile? - What thresholds should define pass, caution, and failure for non-safety-critical c…”
- 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-OPERATIONALIZING-PRODUCT-LEGIBIL-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.