Principles
2,201 principles · page 43 of 46
Domain-specific decision frameworks matched to recurring…
Domain-specific decision frameworks matched to recurring decision types outperform universal decision processes by encoding structure that general-purpose deliberation must re-derive each time.
Applying a single decision process across structurally…
Applying a single decision process across structurally different decision types produces systematic misallocation of cognitive effort, either over-investing in reversible decisions or under-investing in irreversible ones.
Weighted decision matrices externalize priority structures…
Weighted decision matrices externalize priority structures for examination rather than automating decisions, converting opaque intuitive averaging into transparent, auditable trade-off analysis.
Decision deliberation effort should scale…
Decision deliberation effort should scale with irreversibility rather than complexity, anxiety, or stakes, because reversibility determines both option value destruction and susceptibility to escalation traps.
Irreversible commitments trigger psychological forces…
Irreversible commitments trigger psychological forces that prevent accurate post-decision assessment, requiring pre-commitment definition of failure criteria and external review to maintain epistemic hygiene.
Reversible decisions with uncertain outcomes favor action…
Reversible decisions with uncertain outcomes favor action over analysis because experiential information gain from execution typically exceeds information gain from additional deliberation.
Classify decisions as reversible or irreversible before…
Classify decisions as reversible or irreversible before allocating deliberation resources, not during deliberation.
Engineer reversibility into decisions wherever possible…
Engineer reversibility into decisions wherever possible by restructuring constraints to enable low-cost rollback.
Define minimum acceptability thresholds before searching…
Define minimum acceptability thresholds before searching for options, then commit to the first option that exceeds all thresholds.
Use simple decision rules that ignore most available…
Use simple decision rules that ignore most available information in high-uncertainty domains where signal-to-noise ratio is low.
Design commitment mechanisms during cold cognitive states…
Design commitment mechanisms during cold cognitive states to constrain behavior during hot cognitive states.
Record original reasoning and confidence levels before…
Record original reasoning and confidence levels before outcomes are known to enable accurate learning from decisions.
Evaluate decision quality independently from outcome quality
Evaluate decision quality independently from outcome quality by comparing process against recorded pre-decision reasoning.
Track calibration by recording confidence levels…
Track calibration by recording confidence levels on predictions and measuring correspondence between stated confidence and actual frequency of correctness.
Assign fixed time budgets to decisions proportional…
Assign fixed time budgets to decisions proportional to their irreversibility and consequence magnitude, not to their subjective complexity or anxiety level.
Structure decision environments so the path of least…
Structure decision environments so the path of least resistance leads to acceptable outcomes rather than forcing deliberate choice at every decision point.
Schedule periodic reviews of installed defaults because…
Schedule periodic reviews of installed defaults because contexts change and unexamined defaults silently steer toward outdated goals.
Make opportunity costs explicit by naming the best…
Make opportunity costs explicit by naming the best alternative before committing, because minds retrieve within-category competitors while missing cross-category tradeoffs.
Allocate attention based on comparative advantage — keep…
Allocate attention based on comparative advantage — keep tasks where your relative advantage over alternatives is highest compared to other tasks competing for the same hours, not simply tasks where you have absolute advantage.
Delegate decisions that are reversible at low cost while…
Delegate decisions that are reversible at low cost while retaining those that are irreversible, high-stakes, or require unique positional knowledge.
Install frameworks that make dissent costless…
Install frameworks that make dissent costless and information aggregation systematic to prevent social pressure from suppressing distributed knowledge in group decisions.
Use consent-based decision making (absence of principled…
Use consent-based decision making (absence of principled objections) rather than consensus (universal agreement) when speed and commitment both matter, shifting burden from proving optimality to showing lack of harm.
Use regret minimization as a second-pass filter after…
Use regret minimization as a second-pass filter after rigorous analysis stalls rather than as a replacement for analytical thinking, letting anticipated regret reveal values that expected-value calculations miss.
Recognize that regret minimization biases toward action over
Recognize that regret minimization biases toward action over inaction because long-term regret asymmetrically favors paths not taken, and compensate by explicitly considering whether conservative choices are correct.
Test whether regret projections are genuine by checking…
Test whether regret projections are genuine by checking if they ever contradict your current impulses; if projections always agree with present desires, you're performing motivated reasoning rather than consulting your future self.
Pre-commit to abandonment conditions before emotional…
Pre-commit to abandonment conditions before emotional investment makes rational exit decisions impossible.
Translate imagined failure scenarios into measurable…
Translate imagined failure scenarios into measurable tripwires rather than vague intentions.
Require disinterested party validation before overriding…
Require disinterested party validation before overriding pre-set decision criteria.
Set decision speed as an explicit variable based…
Set decision speed as an explicit variable based on reversibility, stakes, and delay cost before analysis begins.
Build real-time information infrastructure rather…
Build real-time information infrastructure rather than gathering data at decision time to compress orientation phase duration.
Generate multiple alternatives in parallel rather…
Generate multiple alternatives in parallel rather than evaluating options sequentially to accelerate comparison-based decisions.
Calculate delay cost as cost-per-day multiplied…
Calculate delay cost as cost-per-day multiplied by deliberation duration and stop when it exceeds expected improvement from additional information.
Focus post-decision reviews on system-level process…
Focus post-decision reviews on system-level process improvements rather than individual blame to maintain psychological safety necessary for honest evaluation.
Schedule decision reviews as mandatory future check-ins…
Schedule decision reviews as mandatory future check-ins at the time you make the decision rather than waiting for obvious failure signals.
Review decisions with positive outcomes as rigorously…
Review decisions with positive outcomes as rigorously as negative ones to detect bad processes hidden behind lucky results.
Match the collaboration pattern to the dependency structure…
Match the collaboration pattern to the dependency structure of the task rather than defaulting to familiar patterns.
Design measurement systems to close feedback loops by making
Design measurement systems to close feedback loops by making the gap between current state and desired state observable before consequences compound.
Add, change, or redesign feedback loop structures rather…
Add, change, or redesign feedback loop structures rather than merely tuning parameters within existing loops when seeking leverage points for system intervention.
Minimize delay between executing an action and receiving…
Minimize delay between executing an action and receiving evaluative feedback about that action's effectiveness, because learning rate scales with cycle frequency more than with cycle quality.
Install leading indicators that correlate with delayed…
Install leading indicators that correlate with delayed outcomes to provide faster feedback signals while waiting for lagging results.
Build measurement systems before executing strategies…
Build measurement systems before executing strategies, not after problems become visible, because drift detection requires baseline instrumentation.
Schedule fixed-interval forcing functions that compel…
Schedule fixed-interval forcing functions that compel measurement independent of perceived need, because perceptual thresholds prevent detection of gradual drift.
Seek external observers who can detect deviations…
Seek external observers who can detect deviations that your own continuity-embedded perception cannot register, because egocentric anchoring blinds you to gradual change.
Design corrective responses to scale proportionally…
Design corrective responses to scale proportionally with deviation magnitude rather than applying fixed-strength corrections regardless of error size.
When attempting to change a system stabilized by negative…
When attempting to change a system stabilized by negative feedback, modify the set point rather than fighting the corrective response.
Define measurable key results for objectives before acting…
Define measurable key results for objectives before acting, so that reality can provide corrective feedback rather than post-hoc rationalization.
Pair performance metrics with counter-metrics that measure…
Pair performance metrics with counter-metrics that measure potential negative side effects to prevent optimization death spirals.
Define decision rules in advance that specify what action…
Define decision rules in advance that specify what action you will take when a metric crosses a threshold, converting measurement into a functional feedback loop.