AI Guides › Judgement & Guardrails
By Nigel Guy · 2 min read
Most people use roughly the same pace for every AI-assisted task — draft, skim, send. That pace is fine for a low-stakes message and dangerously fast for a decision that costs real money, real time, or real trust to get wrong. The mistake isn't moving fast; it's moving at the same speed regardless of what's actually riding on the answer.
The rule: your pace and your checking should scale with the stakes of the decision, not stay constant across every task just because the tool feels the same to use each time.
| Stakes tier | Example | Pace | What checking looks like |
|---|---|---|---|
| Low | A casual message, an internal note, exploring an idea | Fast, minimal checking | A glance for anything obviously off |
| Moderate | A client-facing document, a number used in planning | Slower, one real check | The two-minute check on anything numeric; a source-check pass on anything quoted |
| High | A financial commitment, a legal document, a public statement, a health or safety decision | Deliberately slow | Independent verification, a genuine second opinion, time between drafting and acting |
| Irreversible or hard to undo | Signing something, sending money, publishing at scale, a decision that can't be quietly walked back | Slowest — build in a pause | Everything above, plus a specific stop: sleep on it, or get a qualified second reviewer, before committing |
The pattern across the ladder isn't "check more" in some vague sense — it's that the type of check changes. Low stakes get a glance. High stakes get an outside source. Irreversible stakes get a deliberate pause built in before you can act at all, specifically because speed is the thing most likely to fail you there.
Skip applying high-stakes pacing to everything — treating a low-stakes decision as if it deserves the same ceremony as a high-stakes one burns time you don't get back and, worse, trains you to find every step tedious, which is exactly how the important checks stop happening too. Match the tier honestly; don't round everything up out of general anxiety.