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 1258 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	68	101	164	126	81	114	157	75	161	179	62	62	227	122
1.2 Toxic content	13	22	110	27	8	30	56	9	50	65	34	9	76	40
1.3 Unequal performance	61	86	130	110	75	97	134	66	137	163	50	55	188	96
2.1 Loss of privacy	123	158	326	159	84	186	276	83	246	263	106	76	359	226
2.2 AI security vulnerabilities	174	194	372	153	76	215	411	76	264	241	76	61	398	388
3.1 False information	51	76	224	90	43	114	117	37	123	142	74	37	225	101
3.2 Loss of consensus reality	15	24	96	29	9	43	46	8	41	34	33	8	87	43
4.1 Disinformation & influence	77	80	248	88	33	120	183	31	113	122	62	25	213	173
4.2 AI weapons & cyberattacks	104	95	196	72	23	111	232	31	122	109	32	22	161	250
4.3 AI fraud & scams	60	85	269	108	49	136	162	43	142	158	91	43	232	128
5.1 Overreliance & unsafe use	62	90	182	97	49	98	140	48	139	171	69	42	198	97
5.2 Loss of human agency	54	83	161	98	66	94	131	63	137	167	61	52	180	99
6.1 Power centralization	27	25	48	23	10	32	51	17	41	28	17	14	46	39
6.2 Inequality & unemployment	56	70	90	60	33	67	83	43	102	79	35	37	114	63
6.3 Devaluation of human creativity	17	21	49	16	10	30	34	11	41	24	29	14	45	24
6.4 Competitive dynamics	150	129	253	88	39	158	310	44	151	124	46	37	213	306
6.5 Governance failure	129	147	298	139	67	173	311	67	198	196	58	49	354	302
6.6 Environmental harm	42	59	74	30	11	33	80	18	56	45	15	13	81	56
7.1 AI misalignment	35	45	99	42	14	44	115	24	69	68	21	17	81	85
7.2 Dangerous capabilities	69	56	174	47	16	80	181	15	84	84	26	10	132	187
7.3 Capability & robustness	130	176	301	143	81	170	349	80	240	260	71	64	385	286
7.4 Transparency & interpretability	111	146	313	162	94	169	263	89	212	252	102	77	337	197
7.5 AI welfare	1	1	2	1	0	1	3	0	3	3	0	0	4	3
7.6 Multi-agent risks	10	9	13	8	1	10	20	2	11	7	3	2	12	15

Key Takeaways

1.Public Administration excluding National Security is the most-regulated sector with 790 unique documents, well ahead of the next (Scientific Research and Development Services, 671 docs).
2.23 subdomains — including 2.2 AI security vulnerabilities and 7.3 Capability & robustness — receive governance attention from all 14 sectors, the broadest cross-sector coverage.
3.1138 of 1258 documents target at least one sector strongly (Good Coverage); the rest are cross-sector or only minimally sector-specific.