AIAAIC's "News Trigger Taxonomy" describes the internal or external trigger, or set of triggers, that lead to increased external negative publicity and scrutiny (by the media, civil society organisations, policymakers, regulators, police, etc) in an AI, algorithmic or automation system, or set of systems.
Applied to entries to the AIAAIC Repository, the taxonomy employs a user-centric approach to categorising and defining ethical issues, and aims to present them in a clear and succinct manner that is understandable to the general public.
It is primarily intended to help researchers, civil society organisations, journalists, students, users and others to identify and understand the ethical dimensions and challenges posed by AI, algorithmic and automation systems, and to resist and hold them accountable where warranted.
The News Trigger taxonomy is available to third-parties to download, comment upon, update, and re-use in line with our terms of use.
Artwork/prank. Creative work that draws attention to or ridicule a system and/or its governance.
Commercial investigation. In-depth investigation of a system and/or its governance by a third-party commercial entity or business supplier or partner.
Data breach/leak. An incident in which confidential, sensitive, or protected information used by, or intended to be used by a system is accessed, viewed, stolen, or disclosed without knowledge or authorisation.
FOI/public records request. A formal request for information held by public authorities about a system and/or its governance.
Legal threat/action. A legal statement or warning, or formal legal proceedings concerning a system and/or its governance by impacted users, civil society organisations, government, etc.
Legislative threat/action. A warning, investigation, enquiry or other legislative action regarding a system and/or its governance by policymakers, parliamentarians, etc.
Media investigation/fact check. In-depth analysis of a system and/or its governance by the mainstream media or fact check organisations.
NGO investigation/campaign. In-depth investigation of a system and/or its governance by civil organisation(s), non-profit(s), etc.
Patent application/approval. Application or approval of a patent owned by the organisation or individual entity designing, developing or deploying a system.
Police threat/action. A warning, investigation or other action regarding a system and/or its governance by the police policymakers, parliamentarians, etc.
Product demonstration/release/launch. The external marketing communication of a system-based product or service by its designer, developer or deployer.
Product recall. Voluntary or mandatory formal recall of a system-based product/service.
Regulatory filing. Official document or report that an organisation or individual developing or deploying a system is legally required to submit to a government agency or regulatory authority that reveals previously undisclosed damaging information.
Regulatory threat/action. Real or potential intervention by a government or regulatory authority that could impose new rules, restrictions, penalties, or enforcement measures on the organisation or individual responsible for a system and/or its governance.
Research paper/report. Third-party academic, civil society or other research into a system and/or its governance.
Third-party audit. A formal audit or assessment of a system and/or its governance by an auditor, civil society organisation, or other expert entity.
User comments/complaints. Observations and complaints about a system and/or its governance by users, the general public, victims, etc.
White-hat hack. The ethical use of hacking skills and techniques to test the security of a computer system, network, or application.
Whistleblower complaint. A formal report by an employee to an appropriate authority about wrongdoing involving a system and/or its governance that affects the public interest.
December 5, 2025: Definitions added to all categories