Actor × Risk Responsibility

Data on this page is preliminary and may change. Please do not share or cite these figures publicly.

Expert-assessed responsibility ratings (1–5) for 7 actor types across 24 AI risk subdomains, with consensus filtering and detailed distribution drill-down. Click any cell to see the full response distribution, a subdomain name for the full breakdown, or a column header for a cross-subdomain breakdown.

Loading visualization…

Data sourced from the Delphi expert elicitation study. Severity and likelihood ratings reflect expert consensus under Business as Usual (BAU) and Pragmatic Mitigations (PM) scenarios. Actor and sector ratings use weighted means of 5-point Likert distributions. About this data & methodology →

Subdomain	DeveloperGeneral Purpose	DeveloperSpecialized	Deployer	Governance	AI User	Infrastructure Provider	Stakeholder
1.1 Discrimination	5	4	4	4	3	2	2
1.2 Toxic content	5	4	4	4	2	2	1
1.3 Unequal performance	5	5	4	4	2	2	2
2.1 Loss of privacy	5	4	4	4	3	4	2
2.2 AI security vulnerabilities	5	5	4	4	2	4	2
3.1 False information	5	5	4	4	3	2	2
3.2 Loss of consensus reality	5	4	4	4	3	2	2
4.1 Disinformation & influence	4	4	4	4	3	3	3
4.2 AI weapons & cyberattacks	5	5	4	4	3	4	3
4.3 AI fraud & scams	5	4	4	4	3	4	2
5.1 Overreliance & unsafe use	4	4	4	4	4	3	2.5
5.2 Loss of human agency	5	4	4	4	3	3	3
6.1 Power centralization	4	3	4	5	2	4	2
6.2 Inequality & unemployment	4	3	4	5	2	3	2
6.3 Devaluation of human creativity	4	4	4	4	2	2	3
6.4 Competitive dynamics	5	4	4	5	2	3	2
6.5 Governance failure	4	4	4	5	2	3	2
6.6 Environmental harm	5	4	5	5	3	5	2
7.1 AI misalignment	5	4	4	4	2	3	2
7.2 Dangerous capabilities	5	5	4	5	2	3	2
7.3 Capability & robustness	5	5	4	4	3	3	1
7.4 Transparency & interpretability	5	4	4	4	2	2	2
7.6 Multi-agent risks	5	5	5	4	3	3	2

Subdomain	DeveloperGeneral Purpose	DeveloperSpecialized	Deployer	Governance	AI User	Infrastructure Provider	Stakeholder
1.1 Discrimination	5	4	4	4	3	2	2
1.2 Toxic content	5	4	4	4	2	2	1
1.3 Unequal performance	5	5	4	4	2	2	2
2.1 Loss of privacy	5	4	4	4	3	4	2
2.2 AI security vulnerabilities	5	5	4	4	2	4	2
3.1 False information	5	5	4	4	3	2	2
3.2 Loss of consensus reality	5	4	4	4	3	2	2
4.1 Disinformation & influence	4	4	4	4	3	3	3
4.2 AI weapons & cyberattacks	5	5	4	4	3	4	3
4.3 AI fraud & scams	5	4	4	4	3	4	2
5.1 Overreliance & unsafe use	4	4	4	4	4	3	2.5
5.2 Loss of human agency	5	4	4	4	3	3	3
6.1 Power centralization	4	3	4	5	2	4	2
6.2 Inequality & unemployment	4	3	4	5	2	3	2
6.3 Devaluation of human creativity	4	4	4	4	2	2	3
6.4 Competitive dynamics	5	4	4	5	2	3	2
6.5 Governance failure	4	4	4	5	2	3	2
6.6 Environmental harm	5	4	5	5	3	5	2
7.1 AI misalignment	5	4	4	4	2	3	2
7.2 Dangerous capabilities	5	5	4	5	2	3	2
7.3 Capability & robustness	5	5	4	4	3	3	1
7.4 Transparency & interpretability	5	4	4	4	2	2	2
7.6 Multi-agent risks	5	5	5	4	3	3	2