alignment — The work of making AI systems actually pursue what their builders and users intend, rather than something subtly or dangerously different.
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
Why it matters
If weights update daily from deployment traffic, the deploy-time checkpoint disappears: evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition →, alignmentThe work of making AI systems actually pursue what their builders and users intend, rather than something subtly or dangerously different.Full definition → and user-injected backdoors all become continuous operational problems rather than pre-release ones.
