Lesson 1 / 25

AI risks and failure modes

Apply AI risks and failure modes with clear evidence.

Understand AI risks and failure modes

For AI risks and failure modes, begin with the problem it solves. Identify the inputs, constraints, and observable outcome before choosing an implementation.

See the workflow

Use this path while practising AI risks and failure modes: understand, act, verify, and improve.

Workflow for AI risks and failure modes.
Figure 1.1 — A repeatable workflow.

A useful comparison

AI risks and failure modes is like a route plan: it keeps each step connected to a destination.

Check your reasoning.

Quick check: What is the best first step for AI risks and failure modes?

  • Define the goal and constraints.
  • Copy an unverified example.
  • Skip measurement.
Answer

Define the goal and constraints. — A clear goal and constraints make decisions reviewable.