Updating the Rulebook

Adapt governance policies dynamically to new regulations and threats

156

Active Policies

12

Pending Updates

8

Regulatory Changes

15

Threat Updates

124

Automated Rules

94%

Compliance Rate
Regulatory & Legal Updates
EU AI Act - High Risk System Requirements
Source: European Commission Effective: Feb 1, 2025
Critical
Regulation

Summary

New requirements for transparency, human oversight, and technical documentation for high-risk AI systems

Impact Assessment

• Mandatory explainability for all high-risk models

• Enhanced documentation requirements

• Quarterly compliance reporting

Implementation Status

72% Complete

Affected Policies

23 policies 45 models
CCPA Amendment - AI Decision Rights
Source: California AG Effective: Jan 15, 2025
High
Amendment

Summary

Extended consumer rights for AI-driven decisions including opt-out and explanation requirements

Impact Assessment

• Right to opt-out of automated decisions

• Mandatory explanation interface

• 30-day response requirement

Implementation Status

85% Complete

Affected Policies

12 policies 28 models
ISO/IEC 23053 Update
Source: ISO Effective: Mar 1, 2025
Medium
Standard

Summary

Updated framework for AI trustworthiness including new bias detection requirements

Impact Assessment

• New bias metrics required

• Enhanced testing protocols

Implementation Status

45% Complete

Affected Policies

8 policies 67 models
Policy-as-Code Editor
Active Policy Rules
rule "demographic_parity_check" {
  description = "Ensure demographic parity across protected groups"
  
  when {
    model.type == "CLASSIFICATION"
    model.risk_level >= "HIGH"
  }
  
  then {
    assert demographic_parity_difference < 0.05
    assert equality_of_opportunity > 0.8
    
    if (violation) {
      action = "BLOCK_DEPLOYMENT"
      notify = ["ethics_board", "model_owner"]
      log_level = "CRITICAL"
    }
  }
  
  monitoring {
    frequency = "CONTINUOUS"
    threshold_alert = 0.04
  }
}
Rule Statistics

Total Rules

245

Active Rules

218

Rules Triggered (24h)

1456

Violations Blocked

89


Rule Coverage

Emerging Threats & Risk Adaptations

Adversarial Prompt Injection

Security

New techniques for manipulating LLM outputs through crafted prompts

Mitigation Strategy

Implement prompt filtering, output validation, and continuous monitoring
Detection Rate
78%
Policy Coverage
65%

Model Inversion Attacks

Privacy

Techniques to extract training data from deployed models

Mitigation Strategy

Apply differential privacy, limit API access, monitor query patterns
Detection Rate
82%
Policy Coverage
88%

Synthetic Data Poisoning

Data Integrity

Contamination of training data with synthetic malicious samples

Mitigation Strategy

Enhanced data validation, provenance tracking, anomaly detection
Detection Rate
71%
Policy Coverage
75%

Fairness Gaming

Ethics

Deliberate manipulation to pass fairness checks while maintaining bias

Mitigation Strategy

Multi-metric fairness assessment, continuous monitoring, A/B testing
Detection Rate
68%
Policy Coverage
92%
Policy Change History & Version Control

Enhanced Fairness Requirements

Update

Reduced demographic parity threshold from 0.1 to 0.05 for high-risk models

Author: Sarah Chen | Version: 2.4.0 | Models Affected: 23
Today

New Data Retention Policy

New

Implemented 90-day retention limit for inference data in compliance with GDPR

Author: Mike Johnson | Version: 2.3.0 | Models Affected: 45
3 days ago

Security Patch - Adversarial Defense

Patch

Added mandatory adversarial robustness testing for customer-facing models

Author: Lisa Wang | Version: 2.2.1 | Models Affected: 18
1 week ago

Deprecated Legacy Metrics

Deprecation

Removed outdated fairness metrics in favor of updated standards

Author: James Smith | Version: 2.2.0 | Models Affected: 67
2 weeks ago
Global Compliance Tracking
Regional Compliance Status
Region
Regulation
Last Updated
Compliance Pending Actions
Status
European Union EU AI Act Dec 15, 2024
92%
3
On Track
United States US AI EO Dec 10, 2024
88%
5
Minor Issues
California CCPA/CPRA Dec 18, 2024
95%
1
Compliant
United Kingdom UK AI Framework Dec 12, 2024
87%
4
On Track
Singapore Model AI Governance Dec 8, 2024
94%
2
Compliant
Policy Update Metrics
020 JulAugSepOctNovDec
Updates

Avg Update Time

3 days

Auto-Applied

78%

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