Safety, ethics and risk

AI incident

In short

An AI incident is an event where building, using or a malfunction of an AI system causes real harm, such as injury, disruption to critical services, a breach of people's rights, or damage to property, communities or the environment.

Also called
AI incidents, AI hazard, Serious AI incident
Topic
Safety, ethics and risk
Level
Beginner
First described
The OECD's definition was published in "Defining AI incidents and related terms", OECD Artificial Intelligence Papers No. 16, May 20241. The AI Incident Database, described in 2020, was an early effort to track AI incidents2.

The most widely used definition comes from the OECD, published in May 2024. An AI incident is an event, circumstance or series of events where the development, use or malfunction of one or more AI systems directly or indirectly leads to harm to health, critical infrastructure, human rights or legal protections, or property, communities or the environment1.

The OECD separates incidents from hazards. A hazard is an event that could plausibly lead to an incident but has not yet caused harm1. A "serious" AI incident involves death, serious harm to health, or serious and irreversible disruption to critical infrastructure1. The OECD notes that many small incidents can add up to a serious one1.

The idea borrows from aviation, which collects its failures in databases so the whole industry can learn from them2. The AI Incident Database, described by Sean McGregor in a 2020 paper, was set up for the same reason, on the argument that companies kept repeating the same mistakes2. The OECD now runs its own AI Incidents and Hazards Monitor, which tracks events from news reports and listed about 18,259 incidents and hazards in October 20263.

Law is catching up. The EU AI Act requires providers of high-risk AI systems to report serious incidents to national authorities, at the latest within 15 days of becoming aware of them4. Makers of the most powerful general-purpose models must also report serious incidents to the EU AI Office without undue delay5.

Example

In October 2026 the AI Incident Database logged a bomb alert at the Port of Constanța in Romania, where officials said the threatening audio message was possibly generated with AI and some buildings were evacuated6.

Why it matters

You cannot fix problems nobody records. Incident databases and reporting rules are how regulators and companies spot patterns of AI harm and stop them repeating.

Questions people ask

What is the difference between an AI incident and an AI hazard?

An incident is when harm has actually happened. A hazard is when an AI system could plausibly lead to harm, but it has not happened yet1.

Do companies have to report AI incidents?

In the EU, providers of high-risk AI systems must report serious incidents to market surveillance authorities, and makers of the most powerful general-purpose models must report them to the AI Office45. Public databases such as the AI Incident Database also collect reports from anyone2.

Where can I see a list of AI incidents?

Two public trackers are the AI Incident Database6 and the OECD AI Incidents and Hazards Monitor, which gathers events from news coverage3.

Related terms

Sources

  1. OECD (2024), Defining AI incidents and related terms, OECD Artificial Intelligence Papers No. 16
  2. McGregor (2020), Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database, arXiv:2011.08512
  3. OECD.AI, AI Incidents and Hazards Monitor (AIM)
  4. Regulation (EU) 2024/1689 (AI Act), Article 73, via artificialintelligenceact.eu
  5. Regulation (EU) 2024/1689 (AI Act), Article 55(1)(c), via artificialintelligenceact.eu
  6. AI Incident Database, Incident 1744 (homepage listing, accessed 11 October 2026)

Back to the glossary