research-document RFR-86C7841C
Create a shared benchmark and decision threshold: Beautiful Digital Experiences Research Journal — Cycle 1
RFR-86C7841C — Create a shared benchmark and decision threshold: Beautiful Digital Experiences Research Journal — Cycle 1
Research opportunity
Create a shared benchmark and decision threshold for the claims or recommendations in “Beautiful Digital Experiences Research Journal — Cycle 1.”
Background
The originating artifact is accepted by the repository publishing inventory with status “active.” Its Cycle frame section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/beautiful-digital-experiences/research-journal/2026-07-26-beautiful-digital-experiences-cycle-1.md
- Section:
Cycle frame - Specific assumption challenged: The source's treatment in “Cycle frame” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “- Cycle: 1 - Largest uncertainty: whether the project can define and measure aesthetic quality without collapsing it into liking, usability, fluency, or fashion. - Scope: operational definitions, construct boundaries, an initial scientific evidence pass, initialization of the 15 required hypotheses, and a falsificatio…”
- Reason this opportunity exists: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Unknowns
- How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Dependencies
Suggested REP and methodology
- Suggested REP:
REP-JR-BDE-001-BENCHMARK - Methodology: Curate representative cases, blind ground truth where possible, define baselines and uncertainty-aware metrics, and run reproducible benchmark evaluations.
- Expected outputs: Versioned benchmark, baseline implementations, scoring harness, datasheet, and adoption decision rule.
- Success criteria: Independent teams can reproduce scores and the benchmark discriminates meaningful quality differences without rewarding proxy gaming.
- Recommended agent:
research-engineering-agent - Estimated effort: Medium
- Expected knowledge gained: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Evaluation
| Dimension | Score (1–5) |
|---|---|
| Knowledge gain | 4 |
| Potential impact | 4 |
| Cross-project reuse | 5 |
| Scientific importance | 5 |
| Dependency cost | 5 |
| Implementation difficulty | 3 |
| Frontier score | 392 |
Confidence in this opportunity: moderate. Status: Open.