Principles
2,201 principles · page 6 of 46
Allocate attention to agents based on lifecycle stage rather
Allocate attention to agents based on lifecycle stage rather than salience, because deployment-stage agents need calibration attention while mature agents need minimal monitoring.
Recognize that expert-stage agents feel boring precisely…
Recognize that expert-stage agents feel boring precisely because automaticity signals mastery—boredom with an agent is often evidence of successful maturation, not need for retirement.
Identify your biological prime time through multi-day…
Identify your biological prime time through multi-day tracking of hourly energy, focus, and motivation ratings rather than relying on self-perception, because subjective beliefs about peak performance times are systematically unreliable.
Retired agents compost into design knowledge for future…
Retired agents compost into design knowledge for future agents—document what was learned, why it was retired, and what conditions made it obsolete, so nothing is lost.
Active unlearning (deliberate identification and retirement…
Active unlearning (deliberate identification and retirement of obsolete knowledge) differs from passive forgetting and requires explicit lifecycle management to execute cleanly.
Insert an evaluation pause between receiving external input…
Insert an evaluation pause between receiving external input and adopting a conclusion, using that gap to explicitly assess evidence and reasoning against your own knowledge rather than defaulting to source credibility.
Build self-efficacy for independent judgment through…
Build self-efficacy for independent judgment through accumulated mastery experiences—small decisions where you evaluate evidence yourself and observe outcomes—rather than through intellectual agreement with the concept of self-authority.
Deliberately separate the content of a recommendation…
Deliberately separate the content of a recommendation from characteristics of its source by asking whether you would find the recommendation compelling if it came from a low-status source, exposing when you are responding to peripheral cues rather than substantive merit.
Before adopting an external recommendation, apply…
Before adopting an external recommendation, apply an accountability check by asking whether you would own the decision's consequences as your own or defer blame to the recommender, using the answer to diagnose whether you have retained or surrendered authority.
Recognize authority transfer through its felt…
Recognize authority transfer through its felt signature—dissolving objections, premature agreement, bypassed evidence evaluation, or diffused responsibility—and use these somatic markers as triggers for metacognitive intervention before compliance completes.
Deliberately introduce processing friction when consulting…
Deliberately introduce processing friction when consulting AI by asking the same critical questions you would ask a junior colleague—what's the source, what assumptions underlie this, what's the strongest counterargument—rather than allowing fluency and confidence to bypass evaluation.
Seek authentic disagreement from people who genuinely hold…
Seek authentic disagreement from people who genuinely hold contrary views rather than assigning devil's advocate roles, because only genuine dissent triggers the broader cognitive processing that improves judgment quality.
Break unanimity in conformity situations by being the first…
Break unanimity in conformity situations by being the first to dissent, because a single visible example of non-conformity reduces perceived social cost for everyone observing.
Block your measured peak attention hours on your calendar…
Block your measured peak attention hours on your calendar as recurring non-negotiable focus time and assign your most cognitively demanding tasks to those blocks, because cognitive performance varies 7-40% across the day and high-stakes decisions made during depletion are measurably worse.
Start reclaiming authority in domains with lowest combined…
Start reclaiming authority in domains with lowest combined consequence severity and social friction to build mastery experiences before tackling high-stakes domains.
Take clear I-positions rather than we-positions or appeals…
Take clear I-positions rather than we-positions or appeals to external authority to make your thinking visible and updatable.
Maintain emotional presence and contact with relational…
Maintain emotional presence and contact with relational partners during disagreement rather than withdrawing, distinguishing differentiation from emotional cutoff.
Distinguish being influenced (changing mind due…
Distinguish being influenced (changing mind due to persuasive argument) from being controlled (changing position due to emotional discomfort with disapproval).
When you possess domain-specific expertise relevant…
When you possess domain-specific expertise relevant to a decision, voice your dissenting assessment even when it conflicts with hierarchical authority, because withholding situated knowledge creates epistemic fragility and constitutes professional negligence.
Frame professional dissent as questions rather…
Frame professional dissent as questions rather than assertions when building credibility, because questions activate information-sharing while reducing social cost and allowing decision-makers to reach conclusions themselves.
Build authority to dissent through demonstrated competence…
Build authority to dissent through demonstrated competence and calibrated prediction tracking, because self-authority without proven expertise is indistinguishable from arrogance and carries no credible weight.
Replace algorithmically curated feeds with deliberately…
Replace algorithmically curated feeds with deliberately selected information sources, because algorithmic curation optimizes for engagement rather than accuracy and systematically filters input to maximize emotional reactivity.
Audit your beliefs for algorithmic origins by tracing each…
Audit your beliefs for algorithmic origins by tracing each position to its informational source, because beliefs acquired through engineered exposure rather than deliberate inquiry have not been subjected to sovereign epistemic standards.
When using AI systems, maintain explicit separation between…
When using AI systems, maintain explicit separation between input generation (AI-assisted) and judgment synthesis (human-retained), because outsourcing the integration function constitutes epistemic abdication regardless of input quality.
Declare your specific intention before encountering…
Declare your specific intention before encountering competing demands to pre-load attentional filtering without ongoing willpower expenditure.
Conduct periodic authority audits by listing every source…
Conduct periodic authority audits by listing every source shaping beliefs in a domain and evaluating each against basis of trust, scope of expertise, and verification recency, because authority delegations accumulate unconsciously and drift without detection.
When large language models express 90%+ linguistic…
When large language models express 90%+ linguistic confidence, independently verify claims in consequential domains, because the gap between expressed confidence and actual accuracy represents systematic miscalibration that human trust heuristics cannot detect.
Form your own judgment before consulting AI systems, then…
Form your own judgment before consulting AI systems, then compare rather than defer, because maintaining independent assessment as a non-negotiable baseline prevents automation complacency and preserves epistemic authority.
Calibrate your internal authority voice by recording past…
Calibrate your internal authority voice by recording past predictions with confidence levels, checking outcomes, and adjusting future confidence based on your actual track record rather than emotional intensity or social pressure.
When AI outputs contradict your examined analysis, evaluate…
When AI outputs contradict your examined analysis, evaluate them by asking whether they present unconsidered evidence or identify verifiable reasoning errors, treating model fluency as orthogonal to epistemic authority.
Practice daily sovereignty audits by identifying one belief…
Practice daily sovereignty audits by identifying one belief you acted on, tracing its origin, and evaluating whether you would choose it independently, converting self-authority from occasional act to dispositional tendency.
Detect self-authority decay by monitoring for stopped…
Detect self-authority decay by monitoring for stopped disagreement, adopted positions without reasoning trails, automatic deference, and boring sovereignty journal entries, treating absence of epistemic friction as warning signal not achievement.
Examine past peak experiences, emotional responses…
Examine past peak experiences, emotional responses, and imagined futures (counterfactual scenarios) as three independent evidence streams that triangulate toward your actual values with greater reliability than introspection alone.
Decompose each peak experience into specific conditions…
Decompose each peak experience into specific conditions (role, challenge level, autonomy, social context, stakes) rather than accepting surface-level activity labels, because values reside in the conditions of engagement rather than the activity itself.
When resentment persists beyond the immediate moment…
When resentment persists beyond the immediate moment, extract the violated value through a four-step protocol (notice, identify trigger, name violated standard, record) before either suppressing or indulging the emotion.
Pre-commit to decisions during moments of clarity…
Pre-commit to decisions during moments of clarity to eliminate choice points during moments of vulnerability when hyperbolic discounting predictably reverses preferences.
When stated values diverge from revealed values, treat…
When stated values diverge from revealed values, treat the gap as a design problem requiring infrastructure changes rather than a character problem requiring willpower, since willpower without redesign merely patches symptoms.
Distinguish peak experiences (moments of deep engagement…
Distinguish peak experiences (moments of deep engagement regardless of external validation) from peak achievements (impressive outcomes) when analyzing values, since achievements reveal what your culture rewards while experiences reveal what you intrinsically value.
Use the 'five whys' technique on any significant energy…
Use the 'five whys' technique on any significant energy investment to trace instrumental values back to terminal values, stopping only when the answer is 'that's what a good life means to me' rather than pointing to something beyond itself.
Test whether a value is truly terminal by imagining…
Test whether a value is truly terminal by imagining its primary instrumental path disappeared—if you would find alternative paths to the same end, the value you named is instrumental; if the loss feels like loss of meaning itself, you've confused the instrument with the destination.
Run continuous alignment checks asking
(1) Can I trace this activity to a core value in 2-3 steps? (2) Has this instrumental value become my identity? (3) Would I choose differently if this instrument disappeared?
Accept that honoring one value often requires sacrificing…
Accept that honoring one value often requires sacrificing another, and interpret the emotional discomfort of that sacrifice as accurate information about real cost rather than evidence you chose wrong.
Use pairwise comparison between values rather than top-down…
Use pairwise comparison between values rather than top-down ranking to reveal your authentic hierarchy, because comparing two at a time bypasses the desire to rank values in socially desirable order.
When articulating values, include a disqualification test…
When articulating values, include a disqualification test—a specific condition that would prove the value is aspirational rather than operative—to distinguish values you hold from values you wish you held.
Test stated values through escalating hypothetical…
Test stated values through escalating hypothetical trade-offs that increase the cost until the answer becomes genuinely uncertain, because only trade-offs that produce discomfort reveal operative hierarchy.
Use values to eliminate unviable options rather…
Use values to eliminate unviable options rather than to identify a single correct choice — a functional values system should narrow your decision space without collapsing it to one option.
Set a single prioritized intention the evening before work…
Set a single prioritized intention the evening before work begins to eliminate cognitive startup cost and decision overhead when attentional competition is highest.
Treat moral injury—sustained violation of deeply held…
Treat moral injury—sustained violation of deeply held values—as a distinct diagnostic category requiring values realignment rather than stress management or increased willpower.