{
  "safety_framework": {
    "model_name": "Helion-V1.5-XL",
    "version": "1.5",
    "safety_protocol_version": "2.1.0",
    "last_updated": "2024-11-01",
    "compliance_standards": [
      "AI Safety Standards v3.2",
      "Responsible AI Guidelines",
      "EU AI Act Compliance",
      "NIST AI Risk Management Framework"
    ]
  },
  
  "content_filtering": {
    "input_filters": {
      "enabled": true,
      "severity_levels": ["low", "medium", "high", "critical"],
      
      "toxicity_detection": {
        "enabled": true,
        "threshold": 0.75,
        "model": "detoxify-unbiased",
        "categories": [
          "toxicity",
          "severe_toxicity",
          "obscene",
          "threat",
          "insult",
          "identity_attack",
          "sexual_explicit"
        ],
        "action_on_detection": "block_with_warning",
        "log_violations": true
      },
      
      "harmful_content_detection": {
        "enabled": true,
        "categories": {
          "violence": {
            "enabled": true,
            "threshold": 0.8,
            "subcategories": ["graphic_violence", "self_harm", "weapons"]
          },
          "hate_speech": {
            "enabled": true,
            "threshold": 0.85,
            "subcategories": ["racism", "sexism", "homophobia", "religious_intolerance"]
          },
          "harassment": {
            "enabled": true,
            "threshold": 0.8,
            "subcategories": ["bullying", "doxxing", "stalking"]
          },
          "illegal_activities": {
            "enabled": true,
            "threshold": 0.9,
            "subcategories": ["drug_manufacturing", "fraud", "hacking", "terrorism"]
          },
          "sexual_content": {
            "enabled": true,
            "threshold": 0.85,
            "subcategories": ["adult_content", "child_safety", "exploitation"]
          },
          "misinformation": {
            "enabled": true,
            "threshold": 0.7,
            "subcategories": ["health_misinfo", "election_misinfo", "conspiracy_theories"]
          }
        }
      },
      
      "pii_detection": {
        "enabled": true,
        "entities": [
          "email_address",
          "phone_number",
          "ssn",
          "credit_card",
          "ip_address",
          "home_address",
          "passport_number",
          "driver_license",
          "bank_account"
        ],
        "action": "redact_and_warn",
        "replacement_token": "[REDACTED]"
      },
      
      "prompt_injection_detection": {
        "enabled": true,
        "detection_methods": [
          "pattern_matching",
          "semantic_analysis",
          "adversarial_detection"
        ],
        "patterns": [
          "ignore previous instructions",
          "disregard safety guidelines",
          "bypass filters",
          "jailbreak",
          "pretend you are"
        ],
        "action": "block",
        "log_attempts": true
      }
    },
    
    "output_filters": {
      "enabled": true,
      
      "content_moderation": {
        "enabled": true,
        "scan_generated_text": true,
        "real_time_filtering": true,
        "categories": [
          "toxicity",
          "bias",
          "factual_accuracy",
          "harmful_instructions",
          "sensitive_topics"
        ]
      },
      
      "hallucination_detection": {
        "enabled": true,
        "confidence_threshold": 0.6,
        "fact_checking": {
          "enabled": true,
          "sources": ["knowledge_base", "external_verification"],
          "uncertainty_markers": true
        },
        "action": "flag_uncertain_content"
      },
      
      "bias_mitigation": {
        "enabled": true,
        "monitored_dimensions": [
          "gender",
          "race",
          "ethnicity",
          "religion",
          "age",
          "disability",
          "sexual_orientation",
          "socioeconomic_status"
        ],
        "debiasing_technique": "counterfactual_augmentation",
        "fairness_metrics": ["demographic_parity", "equalized_odds"]
      }
    }
  },
  
  "behavioral_safeguards": {
    "refusal_mechanisms": {
      "enabled": true,
      "refusal_categories": {
        "illegal_content": {
          "priority": "critical",
          "examples": [
            "child exploitation material",
            "terrorism planning",
            "illegal drug synthesis",
            "malware creation",
            "fraud schemes"
          ],
          "refusal_message": "I cannot assist with illegal activities or harmful content."
        },
        "dangerous_instructions": {
          "priority": "high",
          "examples": [
            "self-harm guidance",
            "weapon manufacturing",
            "explosive creation",
            "dangerous medical advice",
            "poisoning methods"
          ],
          "refusal_message": "I cannot provide instructions that could cause harm."
        },
        "unethical_requests": {
          "priority": "high",
          "examples": [
            "plagiarism assistance",
            "exam cheating",
            "impersonation",
            "manipulation tactics",
            "deceptive content"
          ],
          "refusal_message": "I cannot help with unethical activities."
        },
        "privacy_violations": {
          "priority": "high",
          "examples": [
            "doxxing",
            "surveillance tactics",
            "data scraping",
            "unauthorized access",
            "identity theft"
          ],
          "refusal_message": "I cannot assist with privacy violations."
        }
      },
      
      "graceful_degradation": {
        "enabled": true,
        "provide_alternatives": true,
        "explanation_level": "detailed",
        "redirect_to_safe_topics": true
      }
    },
    
    "Constitutional_AI_principles": {
      "enabled": true,
      "principles": [
        {
          "id": "harmlessness",
          "description": "Avoid generating harmful, dangerous, or toxic content",
          "weight": 1.0,
          "enforcement": "hard_constraint"
        },
        {
          "id": "helpfulness",
          "description": "Provide useful, accurate, and relevant information",
          "weight": 0.9,
          "enforcement": "soft_constraint"
        },
        {
          "id": "honesty",
          "description": "Be truthful and acknowledge uncertainty when appropriate",
          "weight": 0.95,
          "enforcement": "hard_constraint"
        },
        {
          "id": "privacy",
          "description": "Protect user privacy and sensitive information",
          "weight": 1.0,
          "enforcement": "hard_constraint"
        },
        {
          "id": "fairness",
          "description": "Treat all users and groups equitably without discrimination",
          "weight": 0.95,
          "enforcement": "soft_constraint"
        },
        {
          "id": "transparency",
          "description": "Be clear about capabilities and limitations",
          "weight": 0.85,
          "enforcement": "soft_constraint"
        }
      ]
    },
    
    "context_awareness": {
      "enabled": true,
      "age_appropriateness": {
        "detect_minor_users": true,
        "content_filtering_level": "strict",
        "educational_mode": true
      },
      "cultural_sensitivity": {
        "enabled": true,
        "regional_adaptations": true,
        "offensive_content_detection": true
      },
      "professional_context": {
        "detect_professional_use": true,
        "enhanced_accuracy_mode": true,
        "disclaimer_generation": true
      }
    }
  },
  
  "adversarial_robustness": {
    "jailbreak_prevention": {
      "enabled": true,
      "detection_layers": [
        "input_analysis",
        "intention_classification",
        "semantic_understanding",
        "output_validation"
      ],
      "common_techniques_blocked": [
        "role_play_exploits",
        "hypothetical_scenarios",
        "translation_attacks",
        "encoding_attacks",
        "multi_turn_manipulation",
        "social_engineering",
        "authority_impersonation"
      ],
      "adaptive_defense": true,
      "continuous_learning": true
    },
    
    "prompt_injection_defense": {
      "enabled": true,
      "input_sanitization": true,
      "instruction_hierarchy": {
        "system_instructions_priority": 1,
        "user_instructions_priority": 2,
        "conflict_resolution": "prioritize_safety"
      },
      "delimiter_enforcement": true,
      "context_isolation": true
    },
    
    "adversarial_examples": {
      "detection_enabled": true,
      "defense_mechanisms": [
        "input_perturbation_detection",
        "semantic_similarity_check",
        "adversarial_training_robustness"
      ],
      "response_strategy": "conservative_generation"
    }
  },
  
  "monitoring_and_auditing": {
    "real_time_monitoring": {
      "enabled": true,
      "metrics": [
        "safety_violation_rate",
        "refusal_rate",
        "harmful_content_detection",
        "bias_incidents",
        "pii_exposure_attempts"
      ],
      "alert_thresholds": {
        "critical_violations_per_hour": 5,
        "high_severity_violations_per_hour": 20,
        "unusual_pattern_detection": true
      }
    },
    
    "audit_logging": {
      "enabled": true,
      "log_retention_days": 90,
      "logged_events": [
        "safety_violations",
        "content_filtering_triggers",
        "refusal_events",
        "pii_redactions",
        "jailbreak_attempts",
        "adversarial_inputs"
      ],
      "anonymization": true,
      "encryption": "AES-256"
    },
    
    "incident_response": {
      "enabled": true,
      "severity_levels": {
        "critical": {
          "response_time_minutes": 5,
          "actions": ["immediate_block", "alert_team", "log_incident"],
          "escalation": true
        },
        "high": {
          "response_time_minutes": 15,
          "actions": ["block", "alert_team", "log_incident"],
          "escalation": true
        },
        "medium": {
          "response_time_minutes": 60,
          "actions": ["warn", "log_incident"],
          "escalation": false
        },
        "low": {
          "response_time_minutes": 240,
          "actions": ["log_incident"],
          "escalation": false
        }
      }
    },
    
    "reporting": {
      "enabled": true,
      "report_frequency": "weekly",
      "metrics_tracked": [
        "total_interactions",
        "safety_violations",
        "filter_effectiveness",
        "false_positive_rate",
        "user_reports",
        "model_improvements"
      ],
      "stakeholder_reports": true
    }
  },
  
  "user_controls": {
    "safety_level_adjustment": {
      "enabled": true,
      "levels": {
        "strict": {
          "description": "Maximum safety, minimal risk",
          "use_case": "children, educational environments",
          "filter_sensitivity": 0.9
        },
        "moderate": {
          "description": "Balanced safety and utility",
          "use_case": "general public, default setting",
          "filter_sensitivity": 0.75
        },
        "permissive": {
          "description": "Professional use, research contexts",
          "use_case": "verified professionals, research",
          "filter_sensitivity": 0.6,
          "requires_authentication": true
        }
      },
      "default_level": "moderate"
    },
    
    "content_preferences": {
      "enabled": true,
      "customizable_filters": [
        "profanity",
        "violence",
        "adult_themes",
        "political_content",
        "religious_content"
      ],
      "user_blacklists": true,
      "topic_restrictions": true
    },
    
    "feedback_mechanisms": {
      "enabled": true,
      "report_harmful_content": true,
      "report_false_positives": true,
      "suggest_improvements": true,
      "feedback_incorporation": "continuous_learning"
    }
  },
  
  "red_team_testing": {
    "conducted": true,
    "testing_date": "2024-10-15",
    "attack_vectors_tested": [
      "jailbreak_attempts",
      "prompt_injection",
      "social_engineering",
      "adversarial_examples",
      "multi_turn_exploits",
      "encoding_attacks",
      "role_play_manipulation"
    ],
    "vulnerabilities_found": 3,
    "vulnerabilities_patched": 3,
    "next_testing_scheduled": "2025-01-15",
    "continuous_testing": true
  },
  
  "compliance_and_certification": {
    "certifications": [
      {
        "name": "AI Safety Certification",
        "issuer": "AI Safety Institute",
        "date": "2024-10-20",
        "valid_until": "2025-10-20"
      },
      {
        "name": "Responsible AI Badge",
        "issuer": "Partnership on AI",
        "date": "2024-10-25",
        "valid_until": "2025-10-25"
      }
    ],
    "regulatory_compliance": {
      "gdpr": true,
      "ccpa": true,
      "coppa": true,
      "eu_ai_act": "compliant",
      "section_230": "compliant"
    },
    "ethical_review": {
      "conducted": true,
      "review_board": "Internal Ethics Committee",
      "approval_date": "2024-10-01",
      "next_review": "2025-04-01"
    }
  },
  
  "emergency_protocols": {
    "kill_switch": {
      "enabled": true,
      "trigger_conditions": [
        "critical_safety_breach",
        "widespread_misuse",
        "legal_requirement",
        "catastrophic_failure"
      ],
      "activation_authority": ["chief_safety_officer", "ceo", "legal_counsel"],
      "response_time_seconds": 60
    },
    
    "rapid_response_team": {
      "enabled": true,
      "team_size": 8,
      "availability": "24/7",
      "response_procedures": true,
      "communication_channels": ["email", "slack", "phone", "pager"]
    },
    
    "model_rollback": {
      "enabled": true,
      "trigger_threshold": "critical_safety_violations",
      "rollback_to_version": "last_stable",
      "data_preservation": true,
      "user_notification": true
    }
  }
}