Bias to action
A preference for trying a bounded, useful intervention and learning from its results, rather than waiting indefinitely for a complete plan.
ConceptSources & confidence: Qualified confidence
Checked 3 October 2026 · AI-assisted review
Definition and use within this essay.
- Your Country Needs Builders — repository essay
Argument and firsthand recollections checked against local MDX; the live public URL was not used as independent evidence.
- GOV.UK Service Manual — Core principles of agile
User feedback, incremental improvement and learning from failed experiments.
What this check doesn’t establish
- This record explains the essay’s framing; it does not establish a universal causal claim.
Confidence applies to the scope above, not every claim made by the underlying source. How confidence works
Here, acting means making an assumption testable: understand a real problem, try something proportionate, observe what happens and revise or stop.
It depends on access to users, evidence and appropriate security work. Speed alone is not evidence of usefulness. The fellowship and the incubator provide the essay’s examples; the related knowing-doing gap also appears in the Civilization essay.
In the essays
- Your Country Needs Builders
Read the essay
Sources
- How to build a high-impact AI team inside the state?
Discussed in
- Two hands are a lot
Discussed in
Ideas
Record history
Catalogue source: knowledge/concepts/bias-to-action.md
Generated by codex/gpt-6 on 2026-10-03