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ApplicationsRecords and decisions

Governed statistical analysis

Every step named, run and replayable.

STATUS: CONCEPTTRL 6 Operational Baseline
Sparse Energy Gating

What it ignores vs. When it speaks

Tactical edge systems cannot waste compute or bandwidth. The model spends energy only when evidence satisfies strict mission criteria.

Quiet by default (98%+ sparsity)

What it ignores

Nothing is skipped quietly. Steps outside the declared vocabulary cannot run.

ZERO PACKETS TRANSMITTED • LOCAL POWER PRESERVED
Verified Trigger Event

Result: 1,248 records

Filter → dedupe → join → count

Replay available

FULL PROVENANCE & EVIDENCE ATTACHED
4-Move Gating Architecture

How it decides

Every incoming sensory event moves through four verifiable operational phases:

01

Ignore

Arbitrary or unapproved statistical operations outside the declared transformation grammar cannot run.

02

Recruit

Analysis executes as an ordered sequence of named, deterministic steps (filter → dedupe → join → count).

03

Refuse

Any pipeline step failing mathematical or schema validation halts the run rather than propagating error.

04

Record

The entire transformation sequence is recorded with cryptographic provenance and full replay capability.

Maturity & Interfaces

Technical Readiness & Stack Architecture

ConceptEmpirical Validation

Measured Benchmark Results

In interpretDB work, omitting one deduplication guard moved an answer by 25% with every validation passing. That is the failure this guards against.

Defensible claims backed by reproducible telemetry
Stack & Protocols

Interfaces & Deployment

Deterministic PipelinesAudit ReplayGovernance SpineStatistical Integrity
DEPLOYMENT: CLOUD • ON-PREM • AIR-GAPPED / DDIL