These visualizations are experimental and still being refined. Designs and data presentation may change.
Governance by Sector
How does governance coverage vary by sector across the 24 risk subdomains? Only 345 of 963 governance documents specify sectors. Cell color uses each domain's signature color.
Show overallShow domains
Subdomain
Agriculture
Arts/Leisure
Media
Business Svc
Construct.
Consumer
Education
Energy
Finance
Gov: Welfare
Gov: Justice
Gov: Military
Gov: Other
Mfg
Health/Med
Telecom
Retail/Sales
Security
Transport
1.1 Discrimination
5
3
6
21
3
4
19
7
21
20
17
21
32
2
31
6
7
9
5
1.2 Toxic content
1
4
10
2
1
2
6
3
6
3
7
6
10
0
12
5
5
5
3
1.3 Unequal performance
5
2
6
18
3
4
14
6
17
19
17
19
28
1
32
6
4
8
4
2.1 Loss of privacy
6
8
16
20
3
7
18
7
21
22
20
38
41
5
37
9
8
11
10
2.2 AI security vulnerabilities
5
3
13
15
5
5
16
11
17
22
20
82
45
6
40
10
6
21
13
3.1 False information
4
5
22
10
2
5
11
6
14
11
11
14
26
2
24
11
8
7
5
3.2 Loss of consensus reality
2
2
16
2
2
1
4
3
6
4
6
8
14
0
7
7
5
3
4
4.1 Disinformation & influence
3
2
20
5
3
3
9
6
13
10
13
28
24
3
20
8
7
13
7
4.2 AI weapons & cyberattacks
3
1
4
7
2
2
7
6
9
8
8
59
15
3
18
5
4
13
9
4.3 AI fraud & scams
3
7
21
7
2
4
12
6
14
8
14
17
27
2
23
11
9
10
5
5.1 Overreliance & unsafe use
3
6
9
12
3
6
14
5
17
14
13
15
24
0
36
6
4
5
4
5.2 Loss of human agency
3
5
7
15
3
5
12
5
16
16
15
15
23
1
26
7
3
5
4
6.1 Power centralization
1
2
2
3
2
0
3
2
5
3
3
3
6
0
5
4
2
2
4
6.2 Inequality & unemployment
4
1
7
8
2
2
9
5
7
7
6
11
13
4
10
6
4
5
8
6.3 Devaluation of human creativity
0
4
3
1
1
2
4
1
2
1
1
1
1
0
2
1
3
1
1
6.4 Competitive dynamics
5
2
5
10
3
3
10
10
9
9
9
81
24
9
20
7
4
16
11
6.5 Governance failure
6
2
8
14
4
5
14
8
18
18
17
69
44
8
34
4
5
14
10
6.6 Environmental harm
2
0
2
2
3
2
6
5
5
5
3
8
9
2
10
1
2
1
7
7.1 AI misalignment
3
1
4
6
2
2
9
5
8
5
5
21
12
4
16
4
4
11
6
7.2 Dangerous capabilities
3
0
6
3
2
0
4
5
6
7
9
51
13
2
14
5
1
12
7
7.3 Capability & robustness
7
2
9
20
4
5
19
8
22
24
19
70
43
7
50
8
6
16
12
7.4 Transparency & interpretability
6
4
19
21
3
5
17
7
21
20
18
34
42
3
45
12
7
10
6
7.5 AI welfare
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.6 Multi-agent risks
1
0
0
1
1
0
2
1
3
1
1
7
3
0
3
1
0
1
2
Source: MIT AI Risk Repository
Key Takeaways
1.Government: military and public safety is the most-regulated sector with 153 unique documents, more than double the next (Government: other applications/unspecified, 71 docs).
2.15 subdomains — including 2.2 AI security vulnerabilities and 7.3 Capability & robustness — receive governance attention from all 19 sectors, the broadest cross-sector coverage.
3.7.5 AI welfare is the only subdomain with zero sector-specific governance entries — a complete gap in industry-targeted regulation.
4.Only 345 of 1059 (33%) governance documents specify sectors — the remainder are cross-sector or unclassified.
