MJos Predictive Model | First manifestation of the Bangel Language

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

MJOS-20260924-MJ-MEMORY-RECALL-GREY / Grey / Review draft

MJ Memory Recall - Terminology and reconciliation

New project sequence ยท proposed bindings

Scoped episodic recall and a separate self-healing evaluation seam.

MJ Memory Recall / Grey

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

PROJECT TERMINOLOGY
MJ Memory Recall: Scoped episodic recall and a separate self-healing evaluation seam.

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
- Episode: namespace + frame + observed_at + available_at + provenance
- Trace: actor + time + coordinates + units
- Recall: candidate + score + ambiguity + review
- Lifecycle: QUIESCE | SEAL | CHECKPOINT | DETACH | RECLAIM

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
- Catalog dimensions were read from current documentation, not recounted here.
- Geometry alone cannot identify an entity; 146 distinct complete assignments documented across the larger catalog.
- No user memory import, biological validation or physical memory reclamation claim.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED