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? All 1085 governance documents are graded against all 14 NAICS sectors. Cell color uses each domain's signature color.

Show overallShow domains

Subdomain

Agri/Mfg

Trade/Transport

Information

Finance

Real Estate

Prof Services

Sci R&D

Mgmt/Admin

Education

Healthcare

Arts/Entertain

Hospitality

Public Admin

Nat'l Security

1.1 Discrimination	59	88	147	114	70	99	141	63	141	158	53	53	204	114
1.2 Toxic content	11	19	85	24	7	25	46	8	39	50	25	7	65	35
1.3 Unequal performance	54	77	118	100	66	86	123	57	122	148	44	48	174	90
2.1 Loss of privacy	105	138	280	143	74	162	241	72	211	223	90	65	311	202
2.2 AI security vulnerabilities	149	171	325	135	68	183	359	66	229	209	65	51	354	343
3.1 False information	41	62	186	75	37	97	101	32	103	115	60	29	196	86
3.2 Loss of consensus reality	13	22	89	27	9	39	44	8	39	32	33	7	79	39
4.1 Disinformation & influence	64	69	219	78	30	103	158	28	97	110	54	21	184	150
4.2 AI weapons & cyberattacks	85	81	166	65	20	93	196	28	104	99	26	17	138	216
4.3 AI fraud & scams	50	72	222	93	43	114	134	38	117	131	75	35	200	111
5.1 Overreliance & unsafe use	54	81	147	84	42	81	124	41	116	138	56	34	176	85
5.2 Loss of human agency	48	74	131	87	58	77	114	55	117	136	52	45	155	89
6.1 Power centralization	23	23	45	21	9	27	46	16	37	26	16	13	41	33
6.2 Inequality & unemployment	49	60	76	52	27	56	70	36	84	67	31	32	94	54
6.3 Devaluation of human creativity	14	16	39	15	10	25	28	10	34	19	26	12	35	18
6.4 Competitive dynamics	126	109	219	77	34	135	268	37	128	109	36	30	181	271
6.5 Governance failure	119	137	282	133	65	161	291	64	187	185	56	46	334	284
6.6 Environmental harm	39	52	67	30	11	31	73	18	52	43	15	12	73	54
7.1 AI misalignment	32	41	82	37	12	39	99	22	57	56	18	15	71	76
7.2 Dangerous capabilities	53	44	141	40	14	62	150	13	69	72	20	7	107	157
7.3 Capability & robustness	108	148	250	121	68	143	305	65	203	211	54	50	339	253
7.4 Transparency & interpretability	94	122	256	141	79	141	224	74	178	201	83	62	289	172
7.5 AI welfare	1	1	2	1	0	1	3	0	3	3	0	0	4	3
7.6 Multi-agent risks	8	7	11	8	1	8	18	2	10	7	2	2	9	12

Key Takeaways

1.Public Administration excluding National Security is the most-regulated sector with 688 unique documents, well ahead of the next (Scientific Research and Development Services, 583 docs).
2.23 subdomains — including 2.2 AI security vulnerabilities and 6.5 Governance failure — receive governance attention from all 14 sectors, the broadest cross-sector coverage.
3.981 of 1085 documents target at least one sector strongly (Good Coverage); the rest are cross-sector or only minimally sector-specific.