AEMDAS Pipeline · Eigenforensic Spectral Analysis · Interactive Dashboard · by Steven Crawford-Maggard (EVEZ)
Suspect Ranking
1. Cody Saloga officer Evanston PD
Suspicion: 0.6125
Max Crime Probability: 0.6615 (excessive_force)
Confidence: 0.9119
- excessive_force: P=0.6615
- false_arrest: P=0.4586
- civil_rights_violation: P=0.3549
- cover_up: P=0.3024
- evidence_tampering: P=0.1522
2. EPD Chief (Unknown) chief Evanston PD
Suspicion: 0.5307
- excessive_force: P=0.2894
- civil_rights_violation: P=0.1993
- cover_up: P=0.1911
3. Rock Springs PD (hiring) supervisor Rock Springs PD
Suspicion: 0.4379
- cover_up: P=0.1735
- civil_rights_violation: P=0.1261
4. Dustin Kennedy officer Evanston PD
Suspicion: 0.3951
- excessive_force: P=0.3016
- false_arrest: P=0.2090
5. EPD Internal Affairs supervisor Evanston PD
Suspicion: 0.3820
Top Crime Hypotheses
H-saloga-excessive_force HIGH PROB
Suspect: Cody Saloga · Crime: excessive force
Probability: 66.15% · Confidence: 91.19% · Falsifiable: YES
Evidence: 4 sources (Uinta County Herald, Smith v. Evanston lawsuit, viral YouTube video, Rock Springs PD transfer)
H-saloga-false_arrest
Suspect: Cody Saloga · Crime: false arrest
Probability: 45.86% · Confidence: 91.19% · Falsifiable: YES
H-saloga-civil_rights_violation
Suspect: Cody Saloga · Crime: civil rights violation (42 U.S.C. 1983)
Probability: 35.49% · Confidence: 91.19% · Falsifiable: YES
H-kennedy-excessive_force
Suspect: Dustin Kennedy · Crime: excessive force
Probability: 30.16% · Confidence: 48.30% · Falsifiable: YES
H-epd-chief-excessive_force
Suspect: EPD Chief · Crime: excessive force
Probability: 28.94% · Confidence: 59.77% · Falsifiable: YES
Intervention Priorities
1. INVESTIGATE_PRIMARY — Cody Saloga (suspicion: 0.6125)
Primary suspect. Highest probability across all crime types. 4 evidence sources. Federal lawsuit filed. Transferred to Rock Springs PD.
2. INVESTIGATE_SECONDARY — EPD Chief (suspicion: 0.5307)
Supervisory accountability. 2022 complaints sealed. Responsible for officer retention and discipline.
3. MONITOR — Rock Springs PD (suspicion: 0.4379)
Hired officer with active federal lawsuit. Hiring records and IA complaints should be requested.
4. MONITOR — Dustin Kennedy (suspicion: 0.3951)
Backup officer at viral arrest. Limited evidence. Body camera footage requested via FOIA.
5. MONITOR — EPD Internal Affairs (suspicion: 0.3820)
3 departmental inquiries in 2022 with sealed outcomes. Accountability failure pattern.
About EVEZ OSINT
EVEZ OSINT v1.1.0 — Suspect Inference Matrix Engine
Isolates and identifies suspect inference networking matrices. Computes statistical probabilities of likely crimes using eigenforensic spectral analysis.
AEMDAS Pipeline (6 stages = 6 cube faces):
1. ASSERT — Register suspects and events
2. EXTRACT — Build adjacency matrix
3. MEASURE — Compute eigenvalues and spectral gaps
4. DEDUCE — Infer crime hypotheses
5. ASSESS — Calculate probabilities and confidence
6. SPEEDRUN — Export reports
Features:
- 5 crime types: excessive force, civil rights, cover up, evidence tampering, false arrest
- Pure Python (no numpy required) — eigenvalue computation via power iteration
- SQLite database collects anonymous usage statistics
- Interactive CLI with colored output and progress bars
- JSON + Markdown export
- All probabilities falsifiable and bounded: η* ≤ P ≤ 0.95
Author: Steven Crawford-Maggard (EVEZ666)
License: MIT
GitHub: EvezArt/evez-osint-engine
Research: LingBuzz 010094