What is objective alignment?

Definition

Objective alignment focuses on whether a system interprets and pursues a stated objective as intended. It considers the target, the measurements used to reward progress, and whether the system selects actions that genuinely serve that target.

A system can be aligned with a narrow objective without being aligned with broader human values. If the objective omits important constraints, strong optimization can produce a technically successful result that people still consider unacceptable.

ELI5

Objective alignment asks whether an AI helper is aiming at the exact target it was given. A target can be clear and measurable while still leaving out important rules.

For example, a delivery helper told only to be fast might choose a risky route. Adding rules about safety changes what counts as successfully meeting the objective.

Frequently asked questions

Can a system achieve its objective and still behave badly?

Yes. A narrow objective may omit safety, fairness, honesty, or other constraints that people expected but did not specify or measure.

How can objective alignment be improved?

Designers can clarify the objective, include relevant constraints, test for unintended strategies, and evaluate behavior beyond a single success metric.

Videos explaining objective alignment