Construct Framework - Potential IP pathways
Construct Framework / Orange
MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida
ENGINEERING CONTRIBUTION
Reusable construct-estimation interface whose internal pipeline normalizes, orients, weights, aggregates and classifies inputs under declared rules.
SPECIFIC CONTRACT SURFACE
- ConstructDefinition — concept and version
- ComponentMeasure — data, units and direction
- ScoringPolicy — normalization, weights and aggregation
- ValidationEvidence — calibration and uncertainty
IMPLEMENTATION RELATIONSHIP
Related identities: Bangel Debt Analytics; MJos Predictive Model. Preserve each named contract and source status.
PROVENANCE REGISTER
The cited source establishes the recovered role and its stated development status. Compare actual implementation, contributor work, source versions and prior work before assessing a contribution claim. This paper does not determine patentability, ownership, inventorship or an invention count.
ATTRIBUTION RULE
The MJ Physics Engineering identity does not relicense source dependencies or remove existing notices.
EVIDENCE TO COLLECT
Reverse an input orientation and remove a required weight; preserve the normalization rule and expose the missing aggregation prerequisite.
DISCOVERY NAMES
Construct Framework
These names aid search; current compiler naming remains Elsa.
SOURCE STATUS AND LIMITS
Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun.
Recovered status: historical_report_not_fresh_verification.
Proposed architecture; a shared interface does not by itself prove calibration or validated predictions. Historical evidence has not been rerun in this discovery pass.
SOURCE REFERENCES
PUBLIC SOURCE NOTE
Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun. This edition publishes the reconciled project description, without redistributing private messages or unverified release URLs.