The Achilles Project

Automedon · The operating system in the novel

Stage 7: Precise context, measured accuracy

Each task gets exactly the information it needs, and accuracy is measured while costs fall.

In the book: One clean traverse

The floor

The AI gets only the information the task needs, starting from the record and following its links. Accuracy is measured against known answers, and the cost per case falls while quality improves.

What forces the next stage

The obvious next question: when can this run by itself?

The next moves

  1. Name one person to spot-check the AI queue and log every correction.
  2. Build the evidence, one task type at a time, for which work can run without review.
  3. Require approval before any high-stakes action. Routine cases go through; important ones wait for a person.
  4. Re-run your accuracy tests on a schedule. Providers change models without notice.