Safety Engineering
Plain-language explanation
A discipline focused on identifying hazardous conditions, understanding how failures can lead to harm, and designing controls that prevent, detect, limit, or support recovery from those failures.
Why It Matters
AI risk practitioners can borrow established safety-engineering ideas to reason backward from severe harm, map causal pathways, and connect safeguards to the failures they are intended to interrupt.
In Practice
Safety engineering includes multiple formal methods and disciplines. AuditDIFF’s catastrophic-risk series borrows the general practice of making pathways to harm explicit; it does not imply that its simplified risk-chain model is itself a formal safety-engineering method.
Methods such as fault tree analysis and bow-tie analysis can provide deeper structure when a system warrants formal safety analysis.