research-document RFR-93FA68CA
Map boundary conditions and failure regimes: Project Atlas Autonomous Research Report 001
RFR-93FA68CA — Map boundary conditions and failure regimes: Project Atlas Autonomous Research Report 001
Research opportunity
Map boundary conditions and failure regimes for the claims or recommendations in “Project Atlas Autonomous Research Report 001.”
Background
The originating artifact is accepted by the repository publishing inventory with status “Research synthesis with falsification log.” Its Remaining uncertainty section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/project-atlas/research-report/project-atlas-autonomous-research-report-001-relational-legibility.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 largest remaining uncertainty is quantitative: Can Atlas derive task-specific predictive ranges from combinations of visual angle, target size, similarity, eccentricity, semantic grouping, input method, and consequence without resorting to universal pixel rules?”
- 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-PROJECT-ATLAS-AUTONOMOUS-RESEARC-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.