Home/Mitigations/Mitigation Subcategory Coverage

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Mitigation Subcategory Coverage

Explore how 831 mitigation actions distribute across subcategories. Use the Source and Category filters to narrow the dataset. Category summary bars show subcategory breakdown.

How to read this

Each row shows the number of mitigations in that subcategory as a solid bar. Category summary rows show a stacked bar breaking down subcategory contributions. Use the Source and Category filters to narrow the dataset. Toggle between subcategory and category-only views.

Key Takeaways

1.831 mitigation actions span 28 subcategories across 5 top-level categories.
2.3.1 Testing & Auditing is the most populated subcategory with 127 mitigations.
3.2.X Technical & Security Control not otherwise categorized has the fewest entries with only 1 mitigation.
4.20 source frameworks contribute mitigations, with varying coverage across subcategories.

Showing all 831 mitigations across all subcategories.

Subcategory	Mitigations
Overall	815
1. Governance & Oversight Controls	248
1.1 Board Structure & Oversight	35
1.2 Risk Management	125
1.3 Conflict of Interest Protections	8
1.4 Whistleblower Reporting & Protection	10
1.5 Safety Decision Frameworks	31
1.6 Environmental Impact Management	11
1.7 Societal Impact Assessment	28
2. Technical & Security Controls	101
2.1 Model & Infrastructure Security	32
2.2 Model Alignment	9
2.3 Model Safety Engineering	38
2.4 Content Safety Controls	22
3. Operational Process Controls	295
3.1 Testing & Auditing	127
3.2 Data Governance	57
3.3 Access Management	23
3.4 Staged Deployment	8
3.5 Post-deployment Monitoring	50
3.6 Incident Response & Recovery	30
4. Transparency & Accountability Controls	171
4.1 System Documentation	37
4.2 Risk Disclosure	44
4.3 Incident Reporting	30
4.4 Governance Disclosure	24
4.5 Third-Party System Access	19
4.6 User Rights & Recourse	17

1. Governance & Oversight Controls

2. Technical & Security Controls

3. Operational Process Controls

4. Transparency & Accountability Controls

Subcategory

Mitigations

Overall

815

1. Governance & Oversight Controls

248

1.1 Board Structure & Oversight

1.2 Risk Management

125

1.3 Conflict of Interest Protections

1.4 Whistleblower Reporting & Protection

1.5 Safety Decision Frameworks

1.6 Environmental Impact Management

1.7 Societal Impact Assessment

2. Technical & Security Controls

101

2.1 Model & Infrastructure Security

2.2 Model Alignment

2.3 Model Safety Engineering

2.4 Content Safety Controls

3. Operational Process Controls

295

3.1 Testing & Auditing

127

3.2 Data Governance

3.3 Access Management

3.4 Staged Deployment

3.5 Post-deployment Monitoring

3.6 Incident Response & Recovery

4. Transparency & Accountability Controls

171

4.1 System Documentation

4.2 Risk Disclosure

4.3 Incident Reporting

4.4 Governance Disclosure

4.5 Third-Party System Access

4.6 User Rights & Recourse