AI risk refers to the potential harm or exposure arising from AI systems that are insecure, biased, poorly governed, or used outside their intended context. This can include data leakage, ethical issues, compliance violations, manipulation attacks, or unsafe decision-making.

‍Why it matters: Unmanaged AI risk can result in reputational damage, financial loss, operational disruption, and regulatory penalties.