research-document DFR-B17C28E5B65F
Frontier analysis — Composition Science Atlas Research Framework — Project Atlas / Research Framework / Composition Science Atlas Research Framework V1
Frontier analysis — Composition Science Atlas Research Framework — Project Atlas / Research Framework / Composition Science Atlas Research Framework V1
Knowledge boundary
- Source: content/projects/project-atlas/research-framework/composition-science-atlas-research-framework-v1.md
- Status: canonical-candidate
- Discipline: Theory
- Confidence: Medium-High
- Primary objective: This document defines how research from architecture, perception science, neuroscience, typography, painting, film, music, cartography, industrial design, human factors, linguistics, biology, systems engineering, and other disciplines enters the Composition Science knowledge system. Its purpose is not merely to standardize reports. It is to make findings comparable without erasing the differences between disciplines. The framework must allow future research agents to determine: 1. What a discip…
- Primary claims/evidence: - Atlas should be organized as an evidence graph, not only as a folder hierarchy or encyclopedia. - Every discipline should be studied through a common question set, but discipline-specific methods and vocabulary must be preserved. - Cross-disciplinary agreement must be tested for shared ancestry before it counts as independent convergence. - “Universal principles” should begin as hypotheses and earn promotion through causal explanation, boundary testing, prediction, and replication. - Translat…
- Methodology: Not yet assigned. The current body of work is pre-unification and should be treated as a collection of candidate principles rather than a settled theory.
- Limitations/known uncertainties: Largest Remaining Unknown: Can cross-disciplinary similarities be reduced to common causal mechanisms, or are many of them only metaphorical similarities created by broad language such as hierarchy, rhythm, balance, and flow? Falsification Gate: - The strongest conclusion has at least one stated failure condition. - Evidence that would disprove or narrow the claim is specified. - Negative findings are retained. Remaining Uncertainty: The framework has not yet been tested against a complete research pilot.
Five highest-value opportunities
| Rank | Record | Category | Frontier score |
|---|---|---|---|
| 1 | RFR-A3BFB7B4 — Independent validation of the central claim | Validation | 493 |
| 2 | RFR-F1024584 — Calibrate construct and measurement validity | Measurement | 492 |
| 3 | RFR-2C33B54D — Test cross-population and cross-context transfer | Accessibility | 492 |
| 4 | RFR-6A7A72AF — Map boundary conditions and failure regimes | Experimentation | 491 |
| 5 | RFR-E69DBA45 — Create a shared benchmark and decision threshold | Tooling | 392 |
Challenge and confidence decay
The source was challenged for construct validity, independent replication, boundary conditions, transfer, and comparative baselines. Confidence should decay when the source lacks a dated replication, when its technology or target population changes, or when later artifacts report contradictory findings. Revalidation is recommended before treating context-bound recommendations as universal.