Enhanced Trust Oracle

🧬 Biologically-Validated Cognitive Sovereignty + MAIA Interpretability

Trust Validation AI Interpretability Biologically Validated 10 Research Domains

Cryptographic Trust Attestation

Enhanced

Revolutionary process converts your private cognitive analysis into ZKP-verified attestation with MAIA-inspired interpretability. Prove cognitive integrity while understanding AI decision-making.

Last Verification

Not verified yet

Interpretability Status

Ready

MAIA-Inspired AI Interpretability

Revolutionary

Select an interpretability analysis above to see results

Blockchain-Verified Trust Dimensions

Enhanced

Enhanced Trust Score

--
Cryptographically Verified + AI Interpretable
Methodology v1.0.0-manus-enhanced
MAIA Interpretability

Privacy Budget

Constitutional privacy protection with differential privacy guarantees.

Available Budget 1.0 ε
Mathematical privacy guarantee via differential privacy

Enhanced Features

Void Detection 89% + Interpretability
Pattern Recognition 94% + Bias Analysis
Neural Interpretability MAIA-Inspired
Constitutional Protection Active

Enhanced Leaderboard

#1 CognitiveVoid 94.2
#2 TrustMaster 91.8
#3 Available --

Enhanced Transparent Governance

Interpretable

All methodology parameters, interpretability models, and changes are cryptographically verifiable and governed by the community with full AI transparency.

Enhanced Methodology:

1.0.0-manus-enhanced

Interpretability Hash:

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Privacy Guarantee:

Differential Privacy (ε-DP)

🧬

Biological Validation Framework

Scientific

Research Domains

10

Peer-reviewed validations

Scientific Credibility

9.7

Out of 10.0

Select a biological validation feature above to see scientific backing

// Biological validation buttons const biologicalValidationBtn = document.getElementById('biologicalValidationBtn'); const hypervigilantBtn = document.getElementById('hypervigilantBtn'); const darkTriadBtn = document.getElementById('darkTriadBtn'); const democraticGovernanceBtn = document.getElementById('democraticGovernanceBtn'); const biologicalResults = document.getElementById('biologicalResults'); // Biological validation event listeners biologicalValidationBtn.addEventListener('click', async () => { await showBiologicalValidation(); }); hypervigilantBtn.addEventListener('click', async () => { await showHypervigilantSignature(); }); darkTriadBtn.addEventListener('click', async () => { await showDarkTriadImmunity(); }); democraticGovernanceBtn.addEventListener('click', async () => { await showDemocraticGovernance(); }); // Show biological validation framework async function showBiologicalValidation() { biologicalResults.innerHTML = '
Loading scientific foundation...
'; try { const response = await fetch('/api/v1/system/biological-validation'); const data = await response.json(); biologicalResults.innerHTML = `
🔬

Scientific Foundation

Credibility: ${data.scientific_foundation.credibility_score}/10

Neural Architecture

    ${data.research_backing.neural_architecture.map(item => `
  • • ${item.source.replace(/_/g, ' ')}
    • ` ).join('')}

Processing Efficiency

    ${data.research_backing.processing_efficiency.map(item => `
  • • ${item.source.replace(/_/g, ' ')}
    • ` ).join('')}

Governance Security

    ${data.research_backing.governance_security.map(item => `
  • • ${item.source.replace(/_/g, ' ')}
    • ` ).join('')}

🌟 Revolutionary Advantage

${data.market_positioning.competitive_advantage}

"${data.market_positioning.tagline}"

`; } catch (error) { biologicalResults.innerHTML = '
Failed to load biological validation data
'; console.error('Biological validation failed:', error); } } // Show hypervigilant signature detection async function showHypervigilantSignature() { biologicalResults.innerHTML = '
Analyzing hypervigilant patterns...
'; try { const response = await fetch('/api/v1/validation/hypervigilant-signature', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ cognitive_input: 'pattern_recognition_analysis', threat_environment: 'complex_surveillance', sensitivity_threshold: 0.85 }) }); const data = await response.json(); biologicalResults.innerHTML = `
🦅

Hypervigilant Pattern Signature

Forest Mouse Optimized

dPAG Circuit Activation

Threat Detection Speed: ${data.dPAG_circuit_activation.threat_detection_speed.replace(/_/g, ' ')}
Environment Optimization: ${data.dPAG_circuit_activation.environment_optimization.replace(/_/g, ' ')}

Signature Detected

Pattern Recognition: ${data.hypervigilant_signature_detected.pattern_recognition_velocity}
Threat Assessment: ${(data.hypervigilant_signature_detected.threat_assessment_accuracy * 100).toFixed(1)}%

🧬 Biological Validation

${data.biological_validation.research_source.replace(/_/g, ' ')}

${data.biological_validation.competitive_advantage.replace(/_/g, ' ')}

`; } catch (error) { biologicalResults.innerHTML = '
Failed to analyze hypervigilant signature
'; console.error('Hypervigilant analysis failed:', error); } } // Show dark triad immunity async function showDarkTriadImmunity() { biologicalResults.innerHTML = '
Activating dark triad protection...
'; try { const response = await fetch('/api/v1/protection/dark-triad-immunity', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ user_profile: { intelligence_level: 'high' }, protection_level: 'maximum', intelligence_threshold: 0.8 }) }); const data = await response.json(); biologicalResults.innerHTML = `
🛡️

Dark Triad Immunity Active

Maximum Protection

Psychopathy Resistance

${data.psychopathy_resistance.protection_status.replace(/_/g, ' ')}

Narcissism Protection

${data.narcissism_protection.healthy_confidence_building.replace(/_/g, ' ')}

FoMO Elimination

${data.fomo_elimination.autonomous_growth_focus.replace(/_/g, ' ')}

🧠 Intelligence Amplification

${data.biological_validation.key_finding}

${data.biological_validation.protection_principle}

`; } catch (error) { biologicalResults.innerHTML = '
Failed to activate dark triad immunity
'; console.error('Dark triad immunity failed:', error); } } // Show democratic governance validation async function showDemocraticGovernance() { biologicalResults.innerHTML = '
Validating democratic governance...
'; try { const response = await fetch('/api/v1/validation/democratic-governance', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ governance_context: 'human_ai_collaboration', democratic_threshold: 0.9, authoritarian_resistance: true }) }); const data = await response.json(); biologicalResults.innerHTML = `
🏛️

Democratic Governance Validated

35M Years Optimized

Evolutionary Foundation

Continuity Period: ${data.evolutionary_foundation.continuity_period.replace(/_/g, ' ')}
Neural Pathway: ${data.evolutionary_foundation.uncinate_fasciculus_pathway.replace(/_/g, ' ')}

Authoritarian Resistance

AI Dominance Prevention: Active
Democratic Pathways: Preserved

🧬 Biological Validation

${data.biological_validation.research_source.replace(/_/g, ' ')}

${data.biological_validation.validation_principle.replace(/_/g, ' ')}

`; } catch (error) { biologicalResults.innerHTML = '
Failed to validate democratic governance
'; console.error('Democratic governance validation failed:', error); } }