- In short
- Review placement is the choice of where a human sits relative to an action: pre-action approval blocks the action until a person signs off (safest, but adds latency and does not scale); post-action audit lets the action run immediately and reviews afterward (high throughput, but only fits reversible, lower-cost decisions); and sampled review checks a fraction of decisions to monitor quality without gating each one (monitors the system rather than guarding each outcome). The right placement follows from a decision's stakes, not from a single default applied everywhere.
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