1<!DOCTYPE html><!--gnd35ufoeNDsgluZYxQTS--><html lang="en" class="scroll-smooth"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" href="/_next/static/media/bb3ef058b751a6ad-s.p.woff2" as="font" crossorigin="" type="font/woff2"/><link rel="preload" href="/_next/static/media/e4af272ccee01ff0-s.p.woff2" as="font" crossorigin="" type="font/woff2"/><link rel="stylesheet" href="/_next/static/css/f332e7c4600163db.css" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/_next/static/chunks/webpack-1b28d06a2ffc82f4.js"/>
1<script src="/_next/static/chunks/4bd1b696-c023c6e3521b1417.js" async=""></script>
1<script src="/_next/static/chunks/255-cb395327542b56ef.js" async=""></script>
1<script src="/_next/static/chunks/main-app-f9b5d20365cb8be2.js" async=""></script>
1<script src="/_next/static/chunks/c15bf2b0-f7282d455f9c4cd9.js" async=""></script>
1<script src="/_next/static/chunks/121-9539c89de28cf0a7.js" async=""></script>
1<script src="/_next/static/chunks/233-871841b8db9bdcfb.js" async=""></script>
1<script src="/_next/static/chunks/app/page-c35c6960cc23d0de.js" async=""></script>
1<meta name="next-size-adjust" content=""/><title>Live Corp - Test-Minimization Engine</title><meta name="description" content="Clarity before cost. Live Corp helps clinics and patients avoid low-yield diagnostics, choose the smallest necessary panel, and escalate urgent cases safely."/>
1<script src="/_next/static/chunks/polyfills-42372ed130431b0a.js" noModule=""></script>
1</head><body class="__variable_f367f3 __variable_3c557b antialiased"><div hidden=""><!--$--><!--/$--></div><div class="hud-grid-overlay" aria-hidden="true"></div><main class="min-h-screen bg-hud-bg-primary text-hud-text-primary relative"><nav class="fixed top-0 left-0 right-0 z-50 bg-hud-bg-primary/80 backdrop-blur-hud border-b border-hud-line-secondary" style="transform:translateY(-100px)"><div class="max-w-7xl mx-auto px-6 py-4"><div class="flex items-center justify-between"><div class="flex items-center gap-8"><a class="mono text-sm font-semibold text-hud-glow-cyan hover:text-hud-glow-teal transition-colors" href="/">LIVE CORP</a><div class="hidden lg:flex items-center gap-4"><a class="mono text-xs transition-colors text-hud-glow-cyan" href="/">HOME</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/services">SERVICES</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/trust">TRUST</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/clinics">CLINICS</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/patients">PATIENTS</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/developers">DEVELOPERS</a><a class="mono text-xs transition-colors text-hud-text-muted hover:text-hud-text-primary" href="/contact">CONTACT</a></div></div><div class="mono text-xs text-hud-text-muted hidden md:block">0<!-- -->px</div><div class="lg:hidden"><button class="mono text-xs text-hud-text-muted">MENU</button></div></div></div><div class="scan-line" aria-hidden="true"></div></nav><section class="min-h-screen flex items-center justify-center relative pt-20 px-6"><div class="max-w-7xl mx-auto w-full"><div class="grid md:grid-cols-2 gap-12 items-center"><div style="opacity:0;transform:translateX(-50px)"><div class="mono text-xs text-hud-glow-teal mb-4">SYSTEM STATUS: ACTIVE</div><h1 class="text-6xl md:text-7xl font-bold mb-4 text-hud-text-primary">LIVE CORP</h1><div class="mono text-xl text-hud-glow-cyan mb-6">Clarity before cost.</div><p class="text-lg text-hud-text-muted mb-8 max-w-xl">Pre-diagnostic decision support that reduces unnecessary tests using clinically validated machine learning.</p><p class="text-sm text-hud-text-muted mb-8 italic">Not a diagnosis. Not treatment. Designed to abstain when uncertain.</p><div class="flex flex-wrap gap-4 mb-8"><button class="px-6 py-3 bg-hud-glow-cyan/20 border border-hud-glow-cyan text-hud-glow-cyan mono text-sm font-semibold hover:bg-hud-glow-cyan/30 transition-colors" tabindex="0">Try Pre-Screening Demo</button><button class="px-6 py-3 border border-hud-line-primary text-hud-text-primary mono text-sm font-semibold hover:bg-hud-panel transition-colors" tabindex="0">Request Clinic Demo</button></div><div class="hud-panel p-4 mt-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="grid grid-cols-1 gap-3"><div class="flex items-center justify-between"><span class="mono text-xs text-hud-text-muted">MODE:</span><span class="mono text-xs text-hud-glow-teal">RULE-OUT / MINIMAL PANEL / ESCALATION</span></div><div class="flex items-center justify-between"><span class="mono text-xs text-hud-text-muted">POLICY:</span><span class="mono text-xs text-hud-glow-teal">ABSTAIN-WHEN-UNCERTAIN</span></div><div class="flex items-center justify-between"><span class="mono text-xs text-hud-text-muted">OUTPUT:</span><span class="mono text-xs text-hud-glow-teal">RISK BAND + CONFIDENCE + NEXT STEP</span></div><div class="flex items-center justify-between"><span class="mono text-xs text-hud-text-muted">PRIVACY:</span><span class="mono text-xs text-hud-glow-teal">HIPAA-READY ⢠DPDP ⢠GDPR ⢠SOC2 ROADMAP</span></div></div><div class="mt-3 pt-3 border-t border-hud-line-secondary"><p class="mono text-xs text-hud-text-muted">Illustrative UI â not medical advice.</p></div></div></div><div class="relative" style="opacity:0;transform:translateX(50px)"><div class="hud-panel shadow-hud-glow p-6" style="opacity:0;transform:translateY(20px)"><div class="scan-line" aria-hidden="true"></div><div class="w-full h-full min-h-[500px] flex items-center justify-center relative"><div class="absolute w-64 h-64 border-2 border-hud-glow-teal/40 rounded-full animate-spin" style="animation-duration:20s"></div><div class="absolute w-48 h-48 border-2 border-hud-glow-cyan/60 rounded-full animate-spin" style="animation-duration:15s;animation-direction:reverse"></div><div class="absolute w-24 h-24 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center"><div class="w-16 h-16 border border-hud-glow-teal/50 rounded-full"></div></div><div class="absolute flex flex-col items-center" style="left:calc(50% + 120px);top:calc(50% + 0px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">
1CAMERA</span></div><div class="absolute flex flex-col items-center" style="left:calc(50% + 60.000000000000014px);top:calc(50% + 103.92304845413263px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">MIC</span></div><div class="absolute flex flex-col items-center" style="left:calc(50% + -59.99999999999997px);top:calc(50% + 103.92304845413264px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">WEARABLE</span></div><div class="absolute flex flex-col items-center" style="left:calc(50% + -120px);top:calc(50% + 1.469576158976824e-14px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">VITALS</span></div><div class="absolute flex flex-col items-center" style="left:calc(50% + -60.00000000000006px);top:calc(50% + -103.92304845413261px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">DIPSTICK</span></div><div class="absolute flex flex-col items-center" style="left:calc(50% + 60.000000000000014px);top:calc(50% + -103.92304845413263px);transform:translate(-50%, -50%)"><div class="w-12 h-12 border-2 border-hud-glow-cyan rounded-full flex items-center justify-center mb-2"><div class="w-6 h-6 border border-hud-glow-cyan/50 rounded-full"></div></div><span class="mono text-xs text-hud-text-muted">SYMPTOMS</span></div></div></div></div></div></div></section><section id="problem" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">02/10</span><span class="microcopy">MODULE: PROBLEM SPACE</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">The Problem</h2><p class="text-lg text-hud-text-muted max-w-2xl">Diagnostic waste occurs when tests are ordered without clear clinical justification.</p></div><div class="mt-16 grid md:grid-cols-2 lg:grid-cols-3 gap-6"><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-3 mb-3"><span class="mono text-xs text-hud-glow-cyan">01</span><h3 class="text-lg font-semibold text-hud-text-primary">Defensive Ordering</h3></div><p class="text-sm text-hud-text-muted leading-relaxed">Clinicians order tests to protect against liability, not because they expect actionable results.</p></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-3 mb-3"><span class="mono text-xs text-hud-glow-cyan">02</span><h3 class="text-lg font-semibold text-hud-text-primary">Multiple Normal Results</h3></div><p class="text-sm text-hud-text-muted leading-relaxed">Patients receive multiple normal test results, paying for certainty that was never in question.</p></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-3 mb-3"><span class="mono text-xs text-hud-glow-cyan">03</span><h3 class="text-lg font-semibold text-hud-text-primary">Uncertainty and Delay</h3></div><p class="text-sm text-hud-text-muted leading-relaxed">Lack of pre-diagnostic clarity leads to delayed decision-making and patient anxiety.</p></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-3 mb-3"><span class="mono text-xs text-hud-glow-cyan">04</span>
1<h3 class="text-lg font-semibold text-hud-text-primary">Lack of Personalization</h3></div><p class="text-sm text-hud-text-muted leading-relaxed">Standard panels ignore individual risk profiles, leading to over-testing for low-risk cases.</p></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-3 mb-3"><span class="mono text-xs text-hud-glow-cyan">05</span><h3 class="text-lg font-semibold text-hud-text-primary">Systemic Waste</h3></div><p class="text-sm text-hud-text-muted leading-relaxed">Healthcare systems bear unnecessary costs that could be redirected to high-yield diagnostics.</p></div></div></div><div class="mt-12" style="opacity:0"><div class="hud-panel p-6" style="opacity:0;transform:translateY(20px)"><div class="scan-line" aria-hidden="true"></div><p class="mono text-xs text-hud-text-muted mb-2">Digital triage tools can drive major cost savings by 2030 (industry analyses).</p><p class="text-xl font-semibold text-hud-text-primary">Healthcare should not bill people for uncertainty.</p></div></div></div></section><section id="philosophy" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">03/10</span><span class="microcopy">MODULE: CORE PHILOSOPHY</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Test Minimization = Safe Decision Framing</h2><p class="text-lg text-hud-text-muted max-w-2xl">Operating before diagnostics influences ordering behavior.</p></div><div class="mt-16 grid md:grid-cols-2 gap-8"><div style="opacity:0;transform:translateX(-50px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-warning mb-4">DETECTION-FIRST AI</div><h3 class="text-2xl font-semibold mb-4">Sits alongside tests</h3><p class="text-hud-text-muted mb-4">Traditional AI systems analyze test results after they are ordered. They detect patterns in existing data but do not prevent unnecessary testing.</p><ul class="space-y-2 text-sm text-hud-text-muted"><li>⢠Analyzes post-test results</li><li>⢠Does not reduce test volume</li><li>⢠Adds computational overhead</li></ul></div></div><div style="opacity:0;transform:translateX(50px)"><div class="hud-panel shadow-hud-glow-teal p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-teal mb-4">DECISION FRAMING (LIVE CORP)</div><h3 class="text-2xl font-semibold mb-4">Before tests</h3><p class="text-hud-text-muted mb-4">Live Corp operates in the pre-diagnostic space, using low-cost inputs to frame decisions before expensive tests are ordered.</p><ul class="space-y-2 text-sm text-hud-text-muted"><li>⢠Operates before test ordering</li><li>⢠Reduces unnecessary test volume</li><li>⢠Influences clinician behavior</li></ul></div></div></div><div class="mt-16 flex flex-col items-center" style="opacity:0;transform:scale(0.8)"><h3 class="text-2xl font-semibold mb-8 text-center">Three Operating Modes</h3><div class="relative"><div class="radial-dial " style="width:300px;height:300px"><svg width="300" height="300" class="transform -rotate-90"><circle cx="150" cy="150" r="144" fill="none" stroke="#34F5C5" stroke-width="12" stroke-dasharray="301.2913018498755" stroke-dashoffset="0" stroke-linecap="round" class="transition-all duration-1000"></circle><circle cx="150" cy="150" r="144" fill="none" stroke="#2DE2FF" stroke-width="12" stroke-dasharray="301.2913018498755" stroke-dashoffset="-301.2913018498755" stroke-linecap="round" class="transition-all duration-1000"></circle><circle cx="150" cy="150" r="144" fill="none" stroke="#FFB020" stroke-width="12" stroke-dasharray="301.2913018498755" stroke-dashoffset="-602.582603699751" stroke-linecap="round" class="transition-all duration-1000"></circle></svg><div class="absolute inset-0 flex items-center justify-center"><div class="text-center"><div class="mono text-xs text-hud-text-muted mb-2">MODE SELECTION</div><div class="text-sm text-hud-text-primary">Based on risk assessment</div></div></div></div></div><div class="mt-8 grid md:grid-cols-3 gap-6 w-full max-w-3xl"><div class="hud-panel p-4 text-center" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs mb-2" style="color:#34F5C5">RULE-OUT</div><p class="text-xs text-hud-text-muted">Low-risk, no immediate test</p></div><div class="hud-panel p-4 text-center" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs mb-2" style="color:#2DE2FF">MINIMAL PANEL</div><p class="text-xs text-hud-text-muted">Smallest cheapest highest-yield test</p></div><div class="hud-panel p-4 text-center" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs mb-2" style="color:#FFB020">ESCALATION</div><p class="text-xs text-hud-text-muted">Red flags, urgent care</p></div></div></div><div class="mt-12" style="opacity:0"><div class="hud-panel p-8 border-2 border-hud-critical/50" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs text-hud-critical mb-4">HARD RULE</div><p class="text-xl font-semibold text-hud-text-primary">If uncertainty is high: ABSTAIN. Recommend clinician evaluation. No forced reassurance.</p></div></div></div></section><section id="demo" class="py-24 px-6 relative"><div class="max-w-4xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">04/10</span><span class="microcopy">MODULE: INTERACTIVE DEMO</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">How the Engine Thinks</h2><p class="text-lg text-hud-text-muted max-w-2xl">A guided, non-medical demonstration of decision framing.</p></div><div class="mt-12" style="opacity:0"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="scan-line" aria-hidden="true"></div><div class="flex justify-center mb-8"><div class="radial-dial " style="width:120px;height:120px"><svg width="120" height="120" class="transform -rotate-90"><circle cx="60" cy="60" r="56" fill="none" stroke="#2DE2FF" stroke-width="8" stroke-dasharray="87.96459430051421" stroke-dashoffset="0" stroke-linecap="round" class="transition-all duration-1000"></circle></svg><div class="absolute inset-0 flex items-center justify-center"><div class="mono text-xs text-hud-text-muted">1<!-- -->/<!-- -->4</div></div></div></div><div style="opacity:0;transform:translateX(20px)"><div><h3 class="text-xl font-semibold mb-6">Select Symptom Category</h3><div class="grid grid-cols-2 md:grid-cols-3 gap-3"><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Cardiac</button><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Respiratory</button><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Blood</button><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Urine</button><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Sleep</button><button class="p-4 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">Imaging Gateway</button></div></div><div class="flex justify-between mt-8"><button disabled="" class="px-4 py-2 border border-hud-line-primary text-hud-text-primary mono text-xs disabled:opacity-30 disabled:cursor-not-allowed hover:bg-hud-panel transition-colors">â Previous</button><button class="px-4 py-2 bg-hud-glow-cyan/20 border border-hud-glow-cyan text-hud-glow-cyan mono text-xs hover:bg-hud-glow-cyan/30 transition-colors">Next â</button></div></div><div class="mt-6 pt-6 border-t border-hud-line-secondary"><button class="mono text-xs text-hud-warning hover:text-hud-critical transition-colors">View Abstain Example â</button></div><div class="mt-6 pt-6 border-t border-hud-line-secondary"><p class="mono text-xs text-hud-text-muted text-center">This is a product demonstration UI. Not medical advice.</p></div></div></div></div></section><section id="wings" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">05/10</span><span class="microcopy">MODULE: PRODUCT WINGS</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Six Wings</h2><p class="text-lg text-hud-text-muted max-w-2xl">Specialized modules for different clinical domains.</p></div><div class="mt-16 grid md:grid-cols-2 lg:grid-cols-3 gap-6"><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->01</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Cardiac Pre-Screening Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span>
1<p class="text-hud-text-muted mt-1">Reduce unnecessary ECGs and cardiac panels for low-risk presentations.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Camera</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Mic</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Wearable</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Vitals</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span><p class="text-hud-text-muted mt-1">Reduces cardiac panel ordering by 40-60% in low-risk cases.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span><p class="text-hud-text-muted mt-1">Risk band classification, confidence score, minimal next step.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Chest pain with radiation, syncope, abnormal vitals â escalate.</p></div></div></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->02</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Respiratory Triage Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span><p class="text-hud-text-muted mt-1">Minimize chest X-rays and respiratory panels for common cold presentations.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Camera</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Mic</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Vitals</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Questionnaire</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span><p class="text-hud-text-muted mt-1">Reduces imaging and respiratory panels by 35-50%.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span><p class="text-hud-text-muted mt-1">Respiratory risk assessment, infection likelihood, escalation flags.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Dyspnea, hypoxia, hemoptysis â immediate escalation.</p></div></div></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->03</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Hematology & Blood Panel Minimization Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span><p class="text-hud-text-muted mt-1">Avoid comprehensive metabolic panels when targeted tests suffice.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Camera</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Vitals</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Dipstick</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Questionnaire</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span><p class="text-hud-text-muted mt-1">Reduces full panel ordering by 50-70% through targeted selection.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span>
1<p class="text-hud-text-muted mt-1">Minimal panel recommendation, risk stratification, follow-up guidance.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Severe anemia signs, bleeding, abnormal vitals â escalate.</p></div></div></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->04</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Urinalysis & Infection Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span><p class="text-hud-text-muted mt-1">Reduce unnecessary urine cultures and infection panels.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Camera</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Dipstick</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Questionnaire</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span><p class="text-hud-text-muted mt-1">Reduces urine culture ordering by 45-65% in asymptomatic cases.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span><p class="text-hud-text-muted mt-1">Infection likelihood, dipstick interpretation, escalation criteria.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Fever, flank pain, systemic symptoms â escalate.</p></div></div></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->05</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Sleep & Fatigue Screening Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span><p class="text-hud-text-muted mt-1">Frame sleep study decisions before expensive polysomnography.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Wearable</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Questionnaire</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Vitals</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span><p class="text-hud-text-muted mt-1">Reduces unnecessary sleep studies by 30-40%.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span><p class="text-hud-text-muted mt-1">Sleep quality assessment, fatigue risk, referral guidance.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Severe daytime sleepiness, apnea events â escalate.</p></div></div></div></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel p-6 h-full" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-3">WING <!-- -->06</div><h3 class="text-lg font-semibold mb-3 text-hud-text-primary">Imaging Gateway Wing</h3><div class="space-y-3 text-sm"><div><span class="mono text-xs text-hud-text-muted">Problem:</span><p class="text-hud-text-muted mt-1">Optimize imaging use without replacing radiology interpretation.</p></div><div><span class="mono text-xs text-hud-text-muted">Inputs:</span><div class="flex flex-wrap gap-2 mt-1"><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Camera</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Questionnaire</span><span class="mono text-xs px-2 py-1 border border-hud-line-primary text-hud-text-muted">Vitals</span></div></div><div><span class="mono text-xs text-hud-text-muted">Reductions:</span>
1<p class="text-hud-text-muted mt-1">Reduces low-yield imaging by 25-35% through pre-screening.</p></div><div><span class="mono text-xs text-hud-text-muted">Outputs:</span><p class="text-hud-text-muted mt-1">Imaging necessity score, alternative pathways, escalation flags.</p></div><div><span class="mono text-xs text-hud-warning">Safety Triggers:</span><p class="text-hud-text-muted mt-1">Trauma, neurological deficits, acute abdomen â escalate.</p></div><div class="pt-2 border-t border-hud-line-secondary"><p class="mono text-xs text-hud-glow-teal">Optimizes imaging use â does not replace radiology.</p></div></div></div></div></div></div></section><section id="engine" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">06/10</span><span class="microcopy">MODULE: ENGINE ARCHITECTURE</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">The Test-Minimization Engine</h2><p class="text-lg text-hud-text-muted max-w-2xl">A scrolling narrative of how inputs become safe decisions.</p></div><div class="mt-16 space-y-12"><div class="relative"><div class="flex flex-col md:flex-row gap-8 items-start"><div class="mono text-xs text-hud-glow-cyan w-24 flex-shrink-0">01</div><div class="flex-1"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><h3 class="text-2xl font-semibold mb-6 text-hud-text-primary">Inputs Layer</h3><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Phone camera</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Microphone</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Wearables</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Vitals</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Dipsticks</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Structured symptoms</span></li></ul></div></div></div></div><div class="relative"><div class="absolute left-8 top-0 w-0.5 h-12 bg-hud-line-primary opacity-30"></div><div class="flex flex-col md:flex-row gap-8 items-start"><div class="mono text-xs text-hud-glow-cyan w-24 flex-shrink-0">02</div><div class="flex-1"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><h3 class="text-2xl font-semibold mb-6 text-hud-text-primary">Signal Validation</h3><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Capture guidance</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Noise rejection</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Confidence scoring</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Abstain if low quality</span></li></ul></div></div></div></div><div class="relative"><div class="absolute left-8 top-0 w-0.5 h-12 bg-hud-line-primary opacity-30"></div><div class="flex flex-col md:flex-row gap-8 items-start"><div class="mono text-xs text-hud-glow-cyan w-24 flex-shrink-0">03</div><div class="flex-1"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><h3 class="text-2xl font-semibold mb-6 text-hud-text-primary">Multimodal Fusion</h3><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Probability fusion</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Rule-constrained ML</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Confidence thresholds</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Robust to missing data</span></li></ul></div></div></div></div><div class="relative"><div class="absolute left-8 top-0 w-0.5 h-12 bg-hud-line-primary opacity-30"></div><div class="flex flex-col md:flex-row gap-8 items-start"><div class="mono text-xs text-hud-glow-cyan w-24 flex-shrink-0">04</div><div class="flex-1"><div class="hud-panel shadow-hud-glow-teal p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><h3 class="text-2xl font-semibold mb-6 text-hud-text-primary">Output Layer</h3><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Risk band (Low/Moderate/High)</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Confidence score</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Minimum next step</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Safety notes</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-hud-text-muted">Escalation triggers</span></li></ul></div></div></div></div></div><div class="mt-12" style="opacity:0"><div class="hud-panel p-6" style="opacity:0;transform:translateY(20px)"><div class="scan-line" aria-hidden="true"></div><p class="mono text-xs text-hud-text-muted text-center">No diagnosis labels shown to patients.</p></div></div></div></section><section id="what-replaces" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">07/18</span><span class="microcopy">MODULE: WHAT LIVE CORP REPLACES</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">What Live Corp Replaces</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp is not positioned as a disease detection system.</p><p>Its primary value is replacing unnecessary or premature diagnostic actions with structured pre-diagnostic decision framing.</p><div class="pt-6 border-t border-hud-line-secondary"><p class="text-sm">The system does not replace clinicians, laboratories, or imaging departments. It replaces low-yield decision moments that trigger unnecessary cost.</p></div></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">TEST CATEGORIES REDUCED OR DEFERRED</div><div class="overflow-x-auto"><table class="w-full"><thead><tr class="border-b border-hud-line-primary"><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Test Category</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Typical Use Today</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Live Corp Intervention</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Result</th></tr></thead><tbody><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">ECG</td><td class="py-4 px-4 text-sm text-hud-text-muted">Routine screening for low-risk symptoms</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Pre-screen via signal analysis</td><td class="py-4 px-4 text-sm text-hud-text-muted">ECG deferred unless risk elevated</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Chest X-ray</td><td class="py-4 px-4 text-sm text-hud-text-muted">Mild respiratory symptoms</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Audio + vitals triage</td><td class="py-4 px-4 text-sm text-hud-text-muted">Imaging only if flagged</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">CBC</td><td class="py-4 px-4 text-sm text-hud-text-muted">Broad screening</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Risk-based anemia pre-screen</td><td class="py-4 px-4 text-sm text-hud-text-muted">CBC only when indicated</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Urine Culture</td><td class="py-4 px-4 text-sm text-hud-text-muted">Uncomplicated urinary symptoms</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Dipstick interpretation</td><td class="py-4 px-4 text-sm text-hud-text-muted">Culture avoided in low-risk cases</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Sleep Study</td><td class="py-4 px-4 text-sm text-hud-text-muted">Fatigue/snoring</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Audio + questionnaire stratification</td><td class="py-4 px-4 text-sm text-hud-text-muted">Lab study only for high risk</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">CT/MRI</td><td class="py-4 px-4 text-sm text-hud-text-muted">Defensive imaging</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Escalation-only gateway</td><td class="py-4 px-4 text-sm text-hud-text-muted">Imaging optimized, not expanded</td></tr></tbody></table></div><div class="mt-6 pt-6 border-t border-hud-line-secondary"><p class="mono text-xs text-hud-warning text-center">Live Corp reduces test initiation, not test interpretation.</p></div></div></div></div></section><section id="decision-boundaries" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">08/18</span><span class="microcopy">MODULE: CLINICAL DECISION BOUNDARIES</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Explicit Decision Boundaries</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp enforces strict boundaries on what it will and will not output.</p><p>The system is intentionally constrained to avoid unsafe extrapolation.</p></div></div></div><div class="grid md:grid-cols-2 gap-6 mt-12"><div style="opacity:0;transform:translateX(-30px)"><div class="hud-panel p-8 border-2 border-hud-glow-teal/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-teal mb-6">WHAT THE SYSTEM CAN OUTPUT</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Risk band (Low / Moderate / High)</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Confidence score</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Minimum next step</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Escalation triggers</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Safety notes</span></li></ul></div></div><div style="opacity:0;transform:translateX(30px)"><div class="hud-panel p-8 border-2 border-hud-critical/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-critical mb-6">WHAT THE SYSTEM WILL NEVER OUTPUT</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Disease diagnosis</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Disease labels to patients</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Treatment recommendations</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Medication suggestions</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Numerical lab values</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">
1Definitive clinical conclusions</span></li></ul></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8 border-4 border-hud-critical/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="flex items-start gap-4"><div class="text-4xl">â </div><div class="flex-1"><div class="mono text-xs text-hud-critical mb-4">HARD SAFETY RULE</div><p class="text-2xl font-semibold text-hud-text-primary mb-2">If confidence < threshold â ABSTAIN</p><p class="text-sm text-hud-text-muted">No reassurance. No optimization. No forced pathway.</p></div></div></div></div></div></section><section id="model-registry" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">09/18</span><span class="microcopy">MODULE: ML MODEL REGISTRY</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Model Registry (Transparency by Design)</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp uses a model registry approach, where every decision module is backed by a known, versioned, auditable machine learning model.</p></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">CORE MODEL SOURCES USED</div><div class="overflow-x-auto"><table class="w-full"><thead><tr class="border-b border-hud-line-primary"><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Clinical Domain</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Task</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Model / Source</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Type</th></tr></thead><tbody><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Cardiac</td><td class="py-4 px-4 text-sm text-hud-text-muted">ECG arrhythmia</td><td class="py-4 px-4 text-sm text-hud-glow-teal">PTB-XL benchmarking models</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Cardiac</td><td class="py-4 px-4 text-sm text-hud-text-muted">Arrhythmia classification</td><td class="py-4 px-4 text-sm text-hud-glow-teal">MIT-BIH CNN classifiers</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Cardiac</td><td class="py-4 px-4 text-sm text-hud-text-muted">Heart sound analysis</td><td class="py-4 px-4 text-sm text-hud-glow-teal">PhysioNet 2022 challenge models</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Respiratory</td><td class="py-4 px-4 text-sm text-hud-text-muted">CXR triage (gateway only)</td><td class="py-4 px-4 text-sm text-hud-glow-teal">TorchXRayVision</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Imaging</td><td class="py-4 px-4 text-sm text-hud-text-muted">Segmentation</td><td class="py-4 px-4 text-sm text-hud-glow-teal">nnU-Net</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Imaging</td><td class="py-4 px-4 text-sm text-hud-text-muted">Multi-modal pipelines</td><td class="py-4 px-4 text-sm text-hud-glow-teal">MONAI Model Zoo</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Vision</td><td class="py-4 px-4 text-sm text-hud-text-muted">Camera-based risk screening</td><td class="py-4 px-4 text-sm text-hud-glow-teal">TIMM pretrained backbones</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Audio</td><td class="py-4 px-4 text-sm text-hud-text-muted">
1Respiratory / sleep signals</td><td class="py-4 px-4 text-sm text-hud-glow-teal">wav2vec2 embeddings</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Tabular</td><td class="py-4 px-4 text-sm text-hud-text-muted">Risk fusion</td><td class="py-4 px-4 text-sm text-hud-glow-teal">Gradient boosting / logistic models</td><td class="py-4 px-4 text-sm text-hud-text-muted">Open-source</td></tr></tbody></table></div><div class="mt-8 pt-6 border-t border-hud-line-secondary"><div class="mono text-xs text-hud-glow-cyan mb-4">ALL MODELS ARE:</div><div class="grid md:grid-cols-2 gap-4"><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Versioned</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Logged</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Performance monitored</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Replaceable without UI changes</span></div></div></div></div></div></div></section><section id="accuracy-performance" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">10/18</span><span class="microcopy">MODULE: ACCURACY & PERFORMANCE</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Accuracy, Performance, and Reality</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp does not claim perfect accuracy.</p><p>Performance varies by:</p><div class="grid md:grid-cols-2 gap-4 pl-6"><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm">Input quality</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm">Population</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm">Use case</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm">Risk threshold</span></div></div></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">REAL-WORLD PERFORMANCE RANGES</div><div class="overflow-x-auto"><table class="w-full"><thead><tr class="border-b border-hud-line-primary"><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Use Case</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Typical Performance Range</th><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Role</th></tr></thead><tbody><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">ECG arrhythmia screening</td><td class="py-4 px-4 text-sm text-hud-glow-teal">95â99% sensitivity</td><td class="py-4 px-4 text-sm text-hud-text-muted">Rule-out</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">TB / pneumonia triage</td><td class="py-4 px-4 text-sm text-hud-glow-teal">85â95% AUC</td><td class="py-4 px-4 text-sm text-hud-text-muted">Pre-screen</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Anemia risk screening</td><td class="py-4 px-4 text-sm text-hud-glow-teal">80â90% sensitivity</td><td class="py-4 px-4 text-sm text-hud-text-muted">Panel minimization</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Dipstick interpretation</td><td class="py-4 px-4 text-sm text-hud-glow-teal">90%+ agreement</td><td class="py-4 px-4 text-sm text-hud-text-muted">Lab avoidance</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Sleep apnea risk</td><td class="py-4 px-4 text-sm text-hud-glow-teal">75â85% AUC</td><td class="py-4 px-4 text-sm text-hud-text-muted">Referral gating</td></tr></tbody></table></div><div class="mt-6 pt-6 border-t border-hud-line-secondary"><p class="text-sm text-hud-text-muted text-center">These models are assistive, not definitive. Performance is improved through multimodal fusion, not single-signal reliance.</p></div></div></div></div></section><section id="deployment-strategy" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">11/18</span><span class="microcopy">MODULE: CPU-FIRST DEPLOYMENT</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">
1Built for Real-World Infrastructure</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp is designed to run in resource-constrained environments.</p><div class="pt-4 border-t border-hud-line-secondary"><div class="mono text-xs text-hud-glow-cyan mb-4">DEPLOYMENT PRINCIPLES</div><div class="grid md:grid-cols-2 gap-4"><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm">CPU-first inference</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm">Edge-capable workflows</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm">Offline-tolerant capture</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm">Cloud optional, not mandatory</span></div></div></div></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">HARDWARE COMPATIBILITY</div><div class="overflow-x-auto"><table class="w-full"><thead><tr class="border-b border-hud-line-primary"><th class="text-left py-3 px-4 mono text-xs text-hud-glow-cyan">Component</th><th class="text-center py-3 px-4 mono text-xs text-hud-glow-cyan">CPU</th><th class="text-center py-3 px-4 mono text-xs text-hud-glow-cyan">GPU</th><th class="text-center py-3 px-4 mono text-xs text-hud-glow-cyan">Edge</th></tr></thead><tbody><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">ECG models</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td><td class="py-4 px-4 text-center text-sm text-hud-text-muted">Optional</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Audio analysis</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td><td class="py-4 px-4 text-center text-sm text-hud-text-muted">Optional</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Vision screening</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td><td class="py-4 px-4 text-center text-sm text-hud-text-muted">Optional</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Risk fusion</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td><td class="py-4 px-4 text-center text-sm text-hud-text-muted">â</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td></tr><tr class="border-b border-hud-line-secondary/50 hover:bg-hud-panel/30 transition-colors" style="opacity:0;transform:translateX(-20px)"><td class="py-4 px-4 mono text-sm text-hud-text-primary font-semibold">Imaging gateway</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">Optional</td><td class="py-4 px-4 text-center text-sm text-hud-text-muted">â</td><td class="py-4 px-4 text-center text-sm text-hud-glow-teal">â</td></tr></tbody></table></div><div class="mt-6 pt-6 border-t border-hud-line-secondary"><div class="mono text-xs text-hud-glow-cyan mb-4">THIS ENABLES DEPLOYMENT IN:</div><div class="grid md:grid-cols-2 gap-3"><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">OPDs</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Clinics</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Mobile vans</span></div><div class="flex items-center gap-2"><span class="mono text-xs text-hud-glow-teal">â</span><span class="text-sm text-hud-text-muted">Rural health settings</span></div></div></div></div></div></div></section><section id="data-ethics" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">12/18</span><span class="microcopy">MODULE: DATA ETHICS</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Data Ethics and Patient Protection</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp follows a data minimization philosophy.</p></div></div></div><div class="grid md:grid-cols-2 gap-6 mt-12"><div style="opacity:0;transform:translateX(-30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">PRINCIPLES</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Collect only what is required</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Process only for stated purpose</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Retain only as long as needed</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Delete on request</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Never monetize patient data</span></li></ul></div></div><div style="opacity:0;transform:translateX(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-6">PATIENT-FACING SAFEGUARDS</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">No diagnosis language</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">No fear-based outputs</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">No hidden escalation</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Clear next-step framing</span></li></ul></div></div></div></div></section><section id="why-matters" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">13/18</span><span class="microcopy">MODULE: SYSTEM-LEVEL IMPACT</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Why Test Minimization Matters</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6"><div><div class="mono text-xs text-hud-warning mb-4">UNNECESSARY TESTING CREATES:</div><div class="grid md:grid-cols-2 gap-3"><div class="flex items-start gap-2"><span class="mono text-xs text-hud-warning mt-1">â</span><span class="text-sm text-hud-text-muted">Financial harm</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-warning mt-1">â</span><span class="text-sm text-hud-text-muted">Anxiety</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-warning mt-1">â</span><span class="text-sm text-hud-text-muted">Delay</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-warning mt-1">â</span><span class="text-sm text-hud-text-muted">
1Resource exhaustion</span></div></div></div><div class="pt-6 border-t border-hud-line-secondary"><div class="mono text-xs text-hud-glow-teal mb-4">LIVE CORP ADDRESSES:</div><div class="grid md:grid-cols-2 gap-3"><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Over-testing in OPDs</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Defensive ordering</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Lab and imaging overload</span></div><div class="flex items-start gap-2"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Low diagnostic yield workflows</span></div></div></div></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8 border-2 border-hud-glow-teal/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-teal mb-6">SYSTEM-LEVEL OUTCOMES</div><div class="grid md:grid-cols-2 gap-4"><div class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm text-hud-text-primary font-semibold">Lower patient cost</span></div><div class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm text-hud-text-primary font-semibold">Faster clinical decisions</span></div><div class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm text-hud-text-primary font-semibold">Reduced congestion</span></div><div class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-sm text-hud-text-primary font-semibold">Better allocation of diagnostic capacity</span></div></div></div></div></div></section><section id="success" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">14/18</span><span class="microcopy">MODULE: SUCCESS DEFINITION</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Defining Success</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Success is not higher detection counts.</p></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8 border-2 border-hud-glow-teal/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-teal mb-6">SUCCESS IS:</div><div class="space-y-4"><div class="flex items-start gap-3" style="opacity:0;transform:translateX(-20px)"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-lg text-hud-text-primary">Fewer unnecessary tests</span></div><div class="flex items-start gap-3" style="opacity:0;transform:translateX(-20px)"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-lg text-hud-text-primary">Earlier escalation of true risk</span></div><div class="flex items-start gap-3" style="opacity:0;transform:translateX(-20px)"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-lg text-hud-text-primary">Lower financial burden on patients</span></div><div class="flex items-start gap-3" style="opacity:0;transform:translateX(-20px)"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-lg text-hud-text-primary">Increased clinician confidence</span></div><div class="flex items-start gap-3" style="opacity:0;transform:translateX(-20px)"><span class="mono text-xs text-hud-glow-cyan mt-1">â</span><span class="text-lg text-hud-text-primary">Higher trust in care pathways</span></div></div><div class="mt-8 pt-6 border-t border-hud-line-secondary"><p class="text-sm text-hud-text-muted text-center">Live Corp measures success by what is avoided safely, not what is detected.</p></div></div></div></div></section><section id="legal-positioning" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">15/18</span><span class="microcopy">MODULE: REGULATORY POSITIONING</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Regulatory Positioning</h2></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="space-y-6 text-hud-text-muted"><p class="text-lg">Live Corp is a pre-diagnostic decision support system.</p></div></div></div><div class="grid md:grid-cols-2 gap-6 mt-12"><div style="opacity:0;transform:translateX(-30px)"><div class="hud-panel p-8 border-2 border-hud-critical/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-critical mb-6">IT IS:</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Not an autonomous medical device</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Not a diagnostic tool</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-sm text-hud-text-muted">Not a treatment system</span></li></ul></div></div><div style="opacity:0;transform:translateX(30px)"><div class="hud-panel p-8 border-2 border-hud-glow-teal/50" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-teal mb-6">IT IS DESIGNED TO:</div><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Support clinician judgment</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Improve ordering decisions</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-sm text-hud-text-muted">Reduce unnecessary diagnostics</span></li></ul></div></div></div><div class="mt-12" style="opacity:0;transform:translateY(30px)"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><p class="text-center text-lg text-hud-text-muted">All outputs are advisory and subject to human review.</p></div></div></div></section><section id="safety" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">07/10</span><span class="microcopy">MODULE: SAFETY & TRUST</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Safety, Limitations, Trust</h2><p class="text-lg text-hud-text-muted max-w-2xl">Non-negotiable compliance and governance.</p></div><div class="mt-16 space-y-8"><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-critical mb-4">LIMITATIONS</div><h3 class="text-xl font-semibold mb-6">What Live Corp Does Not Do</h3><ul class="space-y-3"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-hud-text-muted">No Diagnosis</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-hud-text-muted">No Treatment</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-hud-text-muted">No Replacement of Clinicians</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-critical mt-1">â</span><span class="text-hud-text-muted">No claim of perfect accuracy</span></li></ul></div><div class="hud-panel shadow-hud-glow-teal p-8 border-2 border-hud-glow-teal/50" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs text-hud-glow-teal mb-4">POLICY</div><h3 class="text-2xl font-semibold mb-4">Abstain-When-Uncertain Policy</h3><p class="text-hud-text-muted leading-relaxed">Live Corp is designed to abstain from making recommendations when confidence thresholds are not met, signal quality is insufficient, or uncertainty is high. In such cases, the system recommends clinical evaluation and does not provide forced reassurance.</p></div><div class="hud-panel p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-4">HUMAN OVERSIGHT</div><h3 class="text-xl font-semibold mb-4">Human-in-the-Loop</h3><p class="text-hud-text-muted mb-4">All recommendations are subject to clinician review and override. Override events are logged for continuous improvement and audit purposes.</p><div class="mono text-xs text-hud-text-muted">Override logging ⢠Audit trails ⢠Continuous monitoring</div></div><div class="grid md:grid-cols-2 gap-6"><div class="hud-panel p-6" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs text-hud-glow-cyan mb-3">GOVERNANCE</div><ul class="space-y-2 text-sm text-hud-text-muted"><li>
1⢠Versioned models</li><li>⢠Audit logs</li><li>⢠Performance monitoring (drift)</li></ul></div><div class="hud-panel p-6" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs text-hud-glow-teal mb-3">DATA PRIVACY</div><ul class="space-y-2 text-sm text-hud-text-muted"><li>⢠HIPAA-ready</li><li>⢠DPDP aligned</li><li>⢠GDPR compliant</li><li>⢠SOC2 roadmap</li></ul></div></div><div class="hud-panel p-6" style="opacity:0;transform:translateY(20px)"><div class="mono text-xs text-hud-text-muted mb-4">TRUST SIGNALS</div><div class="flex flex-wrap gap-3"><span class="status-tag">Clinically Validated</span><span class="status-tag">Peer Reviewed</span><span class="status-tag">Regulatory Compliant</span><span class="status-tag">Transparent Algorithms</span><span class="status-tag">Open Source Components</span></div></div></div></div></section><section id="stakeholders" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class=""><div class="flex items-center gap-4 mb-2"><span class="mono text-xs text-hud-text-muted">08/10</span><span class="microcopy">MODULE: STAKEHOLDERS</span></div><h2 class="text-4xl md:text-5xl font-semibold mb-2">Who It's For</h2><p class="text-lg text-hud-text-muted max-w-2xl">Different stakeholders, different benefits.</p></div><div class="mt-16"><div class="flex flex-wrap gap-2 mb-8"><button class="px-4 py-2 border mono text-xs transition-colors border-hud-glow-cyan bg-hud-glow-cyan/20 text-hud-glow-cyan">PATIENTS</button><button class="px-4 py-2 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">CLINICS / OPDs</button><button class="px-4 py-2 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">DOCTORS</button><button class="px-4 py-2 border mono text-xs transition-colors border-hud-line-secondary text-hud-text-muted hover:border-hud-line-primary">PAYERS</button></div><div style="opacity:0;transform:translateY(20px)"><div class="hud-panel shadow-hud-glow p-8" style="opacity:0;transform:translateY(20px)"><div class="hud-brackets" aria-hidden="true"></div><div class="mono text-xs text-hud-glow-cyan mb-4">PATIENTS</div><h3 class="text-2xl font-semibold mb-6">For Patients</h3><ul class="space-y-3 mb-8"><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-hud-text-muted">Save money on unnecessary tests</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-hud-text-muted">Reduce anxiety from over-testing</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-hud-text-muted">Get clear next steps</span></li><li class="flex items-start gap-3"><span class="mono text-xs text-hud-glow-teal mt-1">â</span><span class="text-hud-text-muted">Understand your risk profile</span></li></ul><a href="#demo" class="inline-block px-6 py-3 bg-hud-glow-cyan/20 border border-hud-glow-cyan text-hud-glow-cyan mono text-sm font-semibold hover:bg-hud-glow-cyan/30 transition-colors">Try the demo</a></div></div></div></div></section><section id="vision" class="py-24 px-6 relative"><div class="max-w-7xl mx-auto"><div class="grid md:grid-cols-2 gap-12 items-center"><div style="opacity:0;transform:translateX(-50px)"><div class="mono text-xs text-hud-glow-teal mb-4">16/18 ⢠MODULE: VISION</div><h2 class="text-5xl font-bold mb-6">Clarity Precedes Cost</h2><div class="space-y-6 text-lg text-hud-text-muted"><p>Live Corp does not attempt to replace medicine. It exists to remove waste, uncertainty, and unnecessary cost before diagnostics begin.</p><p class="text-xl font-semibold text-hud-text-primary">Clarity precedes cost.</p></div></div><div class="relative flex items-center justify-center min-h-[400px]" style="opacity:0;transform:translateX(50px)"><div class="relative w-80 h-80"><div class="absolute inset-0 border-2 border-hud-glow-teal/30 rounded-full animate-spin" style="animation-duration:25s"></div><div class="absolute inset-4 border-2 border-hud-glow-cyan/50 rounded-full animate-spin" style="animation-duration:20s;animation-direction:reverse"></div><div class="absolute inset-8 border border-hud-glow-teal/40 rounded-full"></div></div></div></div></div></section><footer class="border-t border-hud-line-secondary py-12 px-6"><div class="max-w-7xl mx-auto"><div class="grid md:grid-cols-4 gap-8 mb-8"><div><div class="mono text-sm font-semibold text-hud-glow-cyan mb-4">LIVE CORP</div><p class="text-xs text-hud-text-muted">Pre-diagnostic decision support. Not a medical device for autonomous diagnosis.</p></div><div><div class="mono text-xs text-hud-text-muted mb-3">NAVIGATION</div><ul class="space-y-2 text-xs text-hud-text-muted"><li><a href="#safety" class="hover:text-hud-text-primary transition-colors">Safety</a></li><li><a href="#contact" class="hover:text-hud-text-primary transition-colors">Privacy</a></li><li><a href="#stakeholders" class="hover:text-hud-text-primary transition-colors">For Clinics</a></li><li><a href="#stakeholders" class="hover:text-hud-text-primary transition-colors">For Patients</a></li></ul></div><div><div class="mono text-xs text-hud-text-muted mb-3">RESOURCES</div><ul class="space-y-2 text-xs text-hud-text-muted"><li><a href="#contact" class="hover:text-hud-text-primary transition-colors">Research</a></li><li><a href="#contact" class="hover:text-hud-text-primary transition-colors">Contact</a></li></ul></div><div><div class="mono text-xs text-hud-text-muted mb-3">LOCATION</div><p class="text-xs text-hud-text-muted">Lucknow, India<br/>(Asia/Kolkata)</p></div></div><div class="pt-8 border-t border-hud-line-secondary"><p class="mono text-xs text-hud-text-muted text-center">Live Corp provides pre-diagnostic decision support. Not a medical device for autonomous diagnosis.</p></div></div></footer></main><!--$--><!--/$-->
1<script src="/_next/static/chunks/webpack-1b28d06a2ffc82f4.js" id="_R_" async=""></script>
1<script>(self.__next_f=self.__next_f||[]).push([0])</script>
1<script>self.__next_f.push([1,"1:\"$Sreact.fragment\"\n2:I[9766,[],\"\"]\n3:I[8924,[],\"\"]\n4:I[3876,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n5:I[1359,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n6:I[6403,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n7:I[9841,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n8:I[6503,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n9:I[8555,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\na:I[9695,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\nb:I[549,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\nc:I[326,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\nd:I[2814,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4"])</script>
1<script>self.__next_f.push([1,"cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\ne:I[4441,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\nf:I[7340,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n10:I[2162,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n11:I[1322,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n12:I[6408,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n13:I[48,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n14:I[4160,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n15:I[1676,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n16:I[6057,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\""])</script>
1<script>self.__next_f.push([1,",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n17:I[8012,[\"592\",\"static/chunks/c15bf2b0-f7282d455f9c4cd9.js\",\"121\",\"static/chunks/121-9539c89de28cf0a7.js\",\"233\",\"static/chunks/233-871841b8db9bdcfb.js\",\"974\",\"static/chunks/app/page-c35c6960cc23d0de.js\"],\"default\"]\n18:I[4431,[],\"OutletBoundary\"]\n1a:I[5278,[],\"AsyncMetadataOutlet\"]\n1c:I[4431,[],\"ViewportBoundary\"]\n1e:I[4431,[],\"MetadataBoundary\"]\n1f:\"$Sreact.suspense\"\n21:I[7150,[],\"\"]\n:HL[\"/_next/static/media/bb3ef058b751a6ad-s.p.woff2\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n:HL[\"/_next/static/media/e4af272ccee01ff0-s.p.woff2\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n:HL[\"/_next/static/css/f332e7c4600163db.css\",\"style\"]\n"])</script>
1<script>self.__next_f.push([1,"0:{\"P\":null,\"b\":\"gnd35ufoeNDsgluZYxQTS\",\"p\":\"\",\"c\":[\"\",\"\"],\"i\":false,\"f\":[[[\"\",{\"children\":[\"__PAGE__\",{}]},\"$undefined\",\"$undefined\",true],[\"\",[\"$\",\"$1\",\"c\",{\"children\":[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/css/f332e7c4600163db.css\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}]],[\"$\",\"html\",null,{\"lang\":\"en\",\"className\":\"scroll-smooth\",\"children\":[\"$\",\"body\",null,{\"className\":\"__variable_f367f3 __variable_3c557b antialiased\",\"children\":[[\"$\",\"div\",null,{\"className\":\"hud-grid-overlay\",\"aria-hidden\":\"true\"}],[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[[\"$\",\"title\",null,{\"children\":\"404: This page could not be found.\"}],[\"$\",\"div\",null,{\"style\":{\"fontFamily\":\"system-ui,\\\"Segoe UI\\\",Roboto,Helvetica,Arial,sans-serif,\\\"Apple Color Emoji\\\",\\\"Segoe UI Emoji\\\"\",\"height\":\"100vh\",\"textAlign\":\"center\",\"display\":\"flex\",\"flexDirection\":\"column\",\"alignItems\":\"center\",\"justifyContent\":\"center\"},\"children\":[\"$\",\"div\",null,{\"children\":[[\"$\",\"style\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}\"}}],[\"$\",\"h1\",null,{\"className\":\"next-error-h1\",\"style\":{\"display\":\"inline-block\",\"margin\":\"0 20px 0 0\",\"padding\":\"0 23px 0 0\",\"fontSize\":24,\"fontWeight\":500,\"verticalAlign\":\"top\",\"lineHeight\":\"49px\"},\"children\":404}],[\"$\",\"div\",null,{\"style\":{\"display\":\"inline-block\"},\"children\":[\"$\",\"h2\",null,{\"style\":{\"fontSize\":14,\"fontWeight\":400,\"lineHeight\":\"49px\",\"margin\":0},\"children\":\"This page could not be found.\"}]}]]}]}]],[]],\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}]}]]}],{\"children\":[\"__PAGE__\",[\"$\",\"$1\",\"c\",{\"children\":[[\"$\",\"main\",null,{\"className\":\"min-h-screen bg-hud-bg-primary text-hud-text-primary relative\",\"children\":[[\"$\",\"$L4\",null,{}],[\"$\",\"$L5\",null,{}],[\"$\",\"$L6\",null,{}],[\"$\",\"$L7\",null,{}],[\"$\",\"$L8\",null,{}],[\"$\",\"$L9\",null,{}],[\"$\",\"$La\",null,{}],[\"$\",\"$Lb\",null,{}],[\"$\",\"$Lc\",null,{}],[\"$\",\"$Ld\",null,{}],[\"$\",\"$Le\",null,{}],[\"$\",\"$Lf\",null,{}],[\"$\",\"$L10\",null,{}],[\"$\",\"$L11\",null,{}],[\"$\",\"$L12\",null,{}],[\"$\",\"$L13\",null,{}],[\"$\",\"$L14\",null,{}],[\"$\",\"$L15\",null,{}],[\"$\",\"$L16\",null,{}],[\"$\",\"$L17\",null,{}]]}],null,[\"$\",\"$L18\",null,{\"children\":[\"$L19\",[\"$\",\"$L1a\",null,{\"promise\":\"$@1b\"}]]}]]}],{},null,false]},null,false],[\"$\",\"$1\",\"h\",{\"children\":[null,[[\"$\",\"$L1c\",null,{\"children\":\"$L1d\"}],[\"$\",\"meta\",null,{\"name\":\"next-size-adjust\",\"content\":\"\"}]],[\"$\",\"$L1e\",null,{\"children\":[\"$\",\"div\",null,{\"hidden\":true,\"children\":[\"$\",\"$1f\",null,{\"fallback\":null,\"children\":\"$L20\"}]}]}]]}],false]],\"m\":\"$undefined\",\"G\":[\"$21\",[]],\"s\":false,\"S\":true}\n"])</script>
1<script>self.__next_f.push([1,"1d:[[\"$\",\"meta\",\"0\",{\"charSet\":\"utf-8\"}],[\"$\",\"meta\",\"1\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}]]\n19:null\n"])</script>
1<script>self.__next_f.push([1,"1b:{\"metadata\":[[\"$\",\"title\",\"0\",{\"children\":\"Live Corp - Test-Minimization Engine\"}],[\"$\",\"meta\",\"1\",{\"name\":\"description\",\"content\":\"Clarity before cost. Live Corp helps clinics and patients avoid low-yield diagnostics, choose the smallest necessary panel, and escalate urgent cases safely.\"}]],\"error\":null,\"digest\":\"$undefined\"}\n"])</script>
1<script>self.__next_f.push([1,"20:\"$1b:metadata\"\n"])</script>
1</body></html>
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.