Part 5 · The five layers
Lifecycle
Keeping validity true over time.
- 5.1Channels, independence, and anchor burnInteractiveSeparate the signal you optimize, the one that certifies, and the one that reports reality. Then budget every bit of anchor information you spend.10 min read
- 5.2Living eval suitesInteractiveThe asset is the machinery that notices when a score stops meaning what it used to: tripwires, drift and saturation.10 min read
- 5.3Harness architecture and reproducibilityThe harness is part of the instrument. Isolate trials, pin environments, version judges, and log enough to turn a surprise into a result.11 min read
- 5.4Frame review and governanceBetter judges can't tell you whether you're measuring the right thing. Frame review is the governance process that can.10 min read