teal papers / BarTide collection

MJ Neural Net - IF / HOW / THEN logic

MJOS-20260924-MJ-NEURAL-NET-TEAL

MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida

Updated collection edition: BarTide branding and navigation added September 26, 2026. The original paper text below retains its historical scope. Inclusion does not claim its research is implemented in BarTide.

New project sequence · proposed bindings

MJ Neural Net / Teal

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

IF / HOW / THEN
IF
Cue features, memory timing and known relational context pass the closed input contract.
HOW
Run bounded association; preserve missing features; compare entity/relation/context; bind independent review.
THEN
Return a provisional advisory candidate or HOLD; retain downstream DENY and no actuation permission.

EVIDENCE GATES
Bind the request to its exact source/profile and permitted scope. Validate required fields and units before comparison. Preserve UNKNOWN and reject incompatible or stale evidence. A failed authority check remains DENY; absent supporting evidence remains HOLD.

PROJECT-SPECIFIC CONSTRAINTS
- 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.

RECONCILIATION
Store the actual result separately from a later outcome. Append discrepancies without changing the earlier prediction or receipt. This is a newly authored documentary logic contract, not a report of an executed Bangel adapter.

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.

Original references: See paper text and source PDF.