Governance · Concept
Open Problems in AI Incident Governance
An analysis finds inconsistent definitions, taxonomies, and reporting practices across existing AI incident governance frameworks, limiting incident analysis depth.
Forecast horizon
Standardized AI incident taxonomies and reporting mechanisms are urgently needed across regulatory and independent frameworks.
Connections
Connections · 5
How this node ties into the rest of the map, and the evidence behind each link.
from · informs 4/10
Sociotechnical Outcome Taxonomies (SOT) for AI Risk Empirical SOT study explains weak taxonomy uptake via invisible design choices and missing accountability links.
+4 growth to · informs 3/10
OECD AI Incidents and Hazards Monitor (AIM) Open problems in AI incident governance analysis examines existing frameworks including those by regulatory bodies, relevant to AIM's mandate.
+3 growth to · references 3/10
OECD AI Incidents and Hazards Monitor (AIM) Open Problems in AI Incident Governance examines existing frameworks including OECD's AIM monitor.
+3 growth from · supports 3/10
AISA: LLM Safety Assistant for Highway Construction JSA AISA turns unstructured incident narratives into retrievable planning evidence for construction safety governance.
+3 growth to · informs 2/10
RiskNet: Large-Scale AI Risk Incidents Dataset Open problems in AI incident governance analysis is directly relevant to improving AI risk incident datasets like RiskNet.
+2 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
EU AI Act timeline Aug 2025
EU AI Act obligations for general-purpose AI models applied from 2 Aug 2025; high-risk obligations under Annex III apply from 2 Aug 2026.
EU AI Act — implementation tracker → First binding treaty May 2026
The Council of Europe Framework Convention on AI — the first legally binding international AI treaty — opened for signature in Sep 2024; the EU ratified it on 15 May 2026.
Council of Europe → UN scientific panel Aug 2025
On 26 Aug 2025 the UN General Assembly created an Independent International Scientific Panel on AI (40 experts) and a Global Dialogue on AI Governance.
United Nations →