Governance · Concept

RiskNet: Large-Scale AI Risk Incidents Dataset

Research identifies inconsistencies in AI incident governance frameworks across definitions, classification, monitoring, and reporting.

Trend strength 6/10

Momentum +6/q

Confidence medium

Status new

Forecast horizon

RiskNet's automated pipeline could underpin real-time AI incident monitoring for governance bodies like OECD AIM.

Connections

Connections · 1

How this node ties into the rest of the map, and the evidence behind each link.

to · supports 3/10

OECD AI Incidents and Hazards Monitor (AIM)

RiskNet's large-scale automated incident tracking complements manual monitoring systems like OECD AIM.

+3 growth

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 →