MJos Predictive Model | First manifestation of the Bangel Language

MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

MJOS-20260924-MJ-NEURAL-NET-GREY / Grey / Review draft

MJ Neural Net - Terminology and reconciliation

New project sequence · proposed bindings

Associative recall, relational discrimination and bounded source-grounded diagram overlays.

MJ Neural Net / Grey

MJos Predictive Model | First manifestation of the Bangel Language
MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

PROJECT TERMINOLOGY
MJ Neural Net: Associative recall, relational discrimination and bounded source-grounded diagram overlays.

MJos Predictive Model: umbrella project and first manifestation of the Bangel Language in this edition.
Bangel Language: typed expression layer.
Elsa: compiler.
JP: independently admitted representation; preserve its actual versioned protocol.
Joanna: runtime and execution evidence.
MJ: separate permission and resource authority.
UNKNOWN: unavailable or unsupported value, never numerical zero.

PROJECT TYPES
- Feature: Missing(reason) | Known(Real)
- Nodes: n1…n9
- Memory: identity + pattern + relation + context
- Review: request hash + status
- r0: PROVISIONAL

PROFILE RULE
Keep case-sensitive neural r0/r9 distinct from uppercase R-state semantics. Historical MJ-PBMEF build IDs are provenance, not current company branding. Existing evidence profiles retain their source-specific meanings.

EVIDENCE LIMITS
- Engineered computational model, not hippocampal biology or general natural-language prediction.
- Lowercase r0 remains provisional and distinct from uppercase R0.
- Synthetic comparison shows a recall/coverage tradeoff; not field accuracy or equal-coverage benefit.
- Diagram geometry and command mapping must retain separate namespaces.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED