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<!DOCTYPE html>
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<head>
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<title>EVEZ OSINT — Suspect Inference Matrix Dashboard v1.1.0</title>
<meta name="description" content="Suspect Inference Networking Matrix Engine — isolates suspects, computes crime probabilities using eigenforensic spectral analysis. AEMDAS pipeline. Interactive dashboard. By Steven Crawford-Maggard (EVEZ).">
<meta name="keywords" content="evez, osint, eigenforensics, suspect inference, crime probability, aemdas, police misconduct, civil rights, interactive">
<meta property="og:title" content="EVEZ OSINT — Suspect Inference Matrix v1.1.0">
<meta property="og:description" content="Interactive dashboard for eigenforensic OSINT analysis">
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<link rel="canonical" href="https://evezart.github.io/osint-dashboard.html">
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</head>
<body>
<div class="container">
<h1>EVEZ OSINT — Suspect Inference Matrix <span class="badge badge-blue">v1.1.0</span></h1>
<p class="subtitle">AEMDAS Pipeline · Eigenforensic Spectral Analysis · Interactive Dashboard · by Steven Crawford-Maggard (EVEZ)</p>

<div class="grid">
<div class="stat"><div class="stat-val">5</div><div class="stat-label">Suspects</div></div>
<div class="stat"><div class="stat-val">5</div><div class="stat-label">Edges</div></div>
<div class="stat"><div class="stat-val">25</div><div class="stat-label">Hypotheses</div></div>
<div class="stat"><div class="stat-val">1</div><div class="stat-label">High-Prob (>50%)</div></div>
<div class="stat"><div class="stat-val">8.126</div><div class="stat-label">Dominant λ</div></div>
<div class="stat"><div class="stat-val">0.265</div><div class="stat-label">Spectral Gap</div></div>
</div>

<div class="eigenvalue-box">
<strong>Eigenvalue Constants:</strong><br>
Φ = 0.973 (coherence ceiling) · η* = 0.03 (irreducible uncertainty) · r = 0.45 (criticality) · λ_dom = -0.333 (censorship) · λ_I80 = -0.441 (suppression)<br>
All probabilities bounded: η* ≤ P ≤ 0.95. The 3% is the floor. The 97.3% is the ceiling.
</div>

<div class="tab active" onclick="showTab('ranking')">Suspect Ranking</div>
<div class="tab" onclick="showTab('hypotheses')">Crime Hypotheses</div>
<div class="tab" onclick="showTab('interventions')">Intervention Priorities</div>
<div class="tab" onclick="showTab('about')">About</div>

<div id="ranking" class="tab-content active">
<h2>Suspect Ranking</h2>

<div class="suspect" onclick="showDetail('saloga')">
<span class="suspect-name">1. Cody Saloga</span> <span class="badge badge-red">officer</span> Evanston PD<br>
<div class="bar-container"><div class="bar bar-suspicion" style="width:61.25%"></div></div>
<div class="bar-label">Suspicion: 0.6125</div>
<div class="bar-container"><div class="bar bar-prob" style="width:66.15%"></div></div>
<div class="bar-label">Max Crime Probability: 0.6615 (excessive_force)</div>
<div class="bar-container"><div class="bar bar-confidence" style="width:91.19%"></div></div>
<div class="bar-label">Confidence: 0.9119</div>
<ul class="crime-list">
<li class="high" onclick="event.stopPropagation();showDetail('saloga-excessive_force')">excessive_force: P=0.6615</li>
<li class="med" onclick="event.stopPropagation();showDetail('saloga-false_arrest')">false_arrest: P=0.4586</li>
<li class="med" onclick="event.stopPropagation();showDetail('saloga-civil_rights_violation')">civil_rights_violation: P=0.3549</li>
<li class="low" onclick="event.stopPropagation();showDetail('saloga-cover_up')">cover_up: P=0.3024</li>
<li class="low" onclick="event.stopPropagation();showDetail('saloga-evidence_tampering')">evidence_tampering: P=0.1522</li>
</ul>
</div>

<div class="suspect">
<span class="suspect-name">2. EPD Chief (Unknown)</span> <span class="badge badge-red">chief</span> Evanston PD<br>
<div class="bar-container"><div class="bar bar-suspicion" style="width:53.07%"></div></div>
<div class="bar-label">Suspicion: 0.5307</div>
<ul class="crime-list">
<li class="med">excessive_force: P=0.2894</li>
<li class="low">civil_rights_violation: P=0.1993</li>
<li class="low">cover_up: P=0.1911</li>
</ul>
</div>

<div class="suspect">
<span class="suspect-name">3. Rock Springs PD (hiring)</span> <span class="badge badge-yellow">supervisor</span> Rock Springs PD<br>
<div class="bar-container"><div class="bar bar-suspicion" style="width:43.79%"></div></div>
<div class="bar-label">Suspicion: 0.4379</div>
<ul class="crime-list">
<li class="low">cover_up: P=0.1735</li>
<li class="low">civil_rights_violation: P=0.1261</li>
</ul>
</div>

<div class="suspect">
<span class="suspect-name">4. Dustin Kennedy</span> <span class="badge badge-red">officer</span> Evanston PD<br>
<div class="bar-container"><div class="bar bar-suspicion" style="width:39.51%"></div></div>
<div class="bar-label">Suspicion: 0.3951</div>
<ul class="crime-list">
<li class="low">excessive_force: P=0.3016</li>
<li class="low">false_arrest: P=0.2090</li>
</ul>
</div>

<div class="suspect">
<span class="suspect-name">5. EPD Internal Affairs</span> <span class="badge badge-yellow">supervisor</span> Evanston PD<br>
<div class="bar-container"><div class="bar bar-suspicion" style="width:38.20%"></div></div>
<div class="bar-label">Suspicion: 0.3820</div>
<ul class="crime-list">
<li class="low">cover_up: P=0.1705</li>
</ul>
</div>
</div>

<div id="hypotheses" class="tab-content">
<h2>Top Crime Hypotheses</h2>
<div class="eigenvalue-box">
<strong>H-saloga-excessive_force</strong> <span class="badge badge-red">HIGH PROB</span><br>
Suspect: Cody Saloga · Crime: excessive force<br>
Probability: 66.15% · Confidence: 91.19% · Falsifiable: YES<br>
Evidence: 4 sources (Uinta County Herald, Smith v. Evanston lawsuit, viral YouTube video, Rock Springs PD transfer)
</div>
<div class="eigenvalue-box">
<strong>H-saloga-false_arrest</strong><br>
Suspect: Cody Saloga · Crime: false arrest<br>
Probability: 45.86% · Confidence: 91.19% · Falsifiable: YES
</div>
<div class="eigenvalue-box">
<strong>H-saloga-civil_rights_violation</strong><br>
Suspect: Cody Saloga · Crime: civil rights violation (42 U.S.C. 1983)<br>
Probability: 35.49% · Confidence: 91.19% · Falsifiable: YES
</div>
<div class="eigenvalue-box">
<strong>H-kennedy-excessive_force</strong><br>
Suspect: Dustin Kennedy · Crime: excessive force<br>
Probability: 30.16% · Confidence: 48.30% · Falsifiable: YES
</div>
<div class="eigenvalue-box">
<strong>H-epd-chief-excessive_force</strong><br>
Suspect: EPD Chief · Crime: excessive force<br>
Probability: 28.94% · Confidence: 59.77% · Falsifiable: YES
</div>
</div>

<div id="interventions" class="tab-content">
<h2>Intervention Priorities</h2>
<div class="eigenvalue-box">
1. <strong style="color:var(--red)">INVESTIGATE_PRIMARY</strong> — Cody Saloga (suspicion: 0.6125)<br>
<span style="color:#888">Primary suspect. Highest probability across all crime types. 4 evidence sources. Federal lawsuit filed. Transferred to Rock Springs PD.</span>
</div>
<div class="eigenvalue-box">
2. <strong style="color:var(--gold)">INVESTIGATE_SECONDARY</strong> — EPD Chief (suspicion: 0.5307)<br>
<span style="color:#888">Supervisory accountability. 2022 complaints sealed. Responsible for officer retention and discipline.</span>
</div>
<div class="eigenvalue-box">
3. <strong style="color:#888">MONITOR</strong> — Rock Springs PD (suspicion: 0.4379)<br>
<span style="color:#888">Hired officer with active federal lawsuit. Hiring records and IA complaints should be requested.</span>
</div>
<div class="eigenvalue-box">
4. <strong style="color:#888">MONITOR</strong> — Dustin Kennedy (suspicion: 0.3951)<br>
<span style="color:#888">Backup officer at viral arrest. Limited evidence. Body camera footage requested via FOIA.</span>
</div>
<div class="eigenvalue-box">
5. <strong style="color:#888">MONITOR</strong> — EPD Internal Affairs (suspicion: 0.3820)<br>
<span style="color:#888">3 departmental inquiries in 2022 with sealed outcomes. Accountability failure pattern.</span>
</div>
</div>

<div id="about" class="tab-content">
<h2>About EVEZ OSINT</h2>
<div class="eigenvalue-box">
<strong>EVEZ OSINT v1.1.0</strong> — Suspect Inference Matrix Engine<br><br>
Isolates and identifies suspect inference networking matrices. Computes statistical probabilities of likely crimes using eigenforensic spectral analysis.<br><br>
<strong>AEMDAS Pipeline (6 stages = 6 cube faces):</strong><br>
1. ASSERT — Register suspects and events<br>
2. EXTRACT — Build adjacency matrix<br>
3. MEASURE — Compute eigenvalues and spectral gaps<br>
4. DEDUCE — Infer crime hypotheses<br>
5. ASSESS — Calculate probabilities and confidence<br>
6. SPEEDRUN — Export reports<br><br>
<strong>Features:</strong><br>
- 5 crime types: excessive force, civil rights, cover up, evidence tampering, false arrest<br>
- Pure Python (no numpy required) — eigenvalue computation via power iteration<br>
- SQLite database collects anonymous usage statistics<br>
- Interactive CLI with colored output and progress bars<br>
- JSON + Markdown export<br>
- All probabilities falsifiable and bounded: η* ≤ P ≤ 0.95<br><br>
<strong>Author:</strong> Steven Crawford-Maggard (EVEZ666)<br>
<strong>License:</strong> MIT<br>
<strong>GitHub:</strong> <a href="https://github.com/EvezArt/evez-osint-engine">EvezArt/evez-osint-engine</a><br>
<strong>Research:</strong> <a href="https://lingbuzz.net/lingbuzz/010094">LingBuzz 010094</a>
</div>
</div>

<div id="detail"></div>

<div class="sigil">⧢⦟⧢⧢⦟⧢⧢⦟⧢⧢⦟⧢⧢⦟⧢⧢⦟⧢⥋</div>
<div class="footer">
All probabilities falsifiable. η*=0.03 is the floor. Φ=0.973 is the ceiling.<br>
The 3% is the uncertainty. The 97.3% is the measurement.<br>
<a href="https://github.com/EvezArt/evez-osint-engine">GitHub</a> · <a href="https://lingbuzz.net/lingbuzz/010094">Research Paper</a> · <a href="https://github.com/EvezArt/disclosure-file">Disclosure File</a> · By Steven Crawford-Maggard (EVEZ666)
</div>
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