lev-os/agents - الصفحة ٦٠

ansoff-matrix

Four-quadrant growth strategy framework mapping risk-return tradeoffs across market penetration, market development, product development, and diversification

لغة النص الأصلي: الإنجليزية

antifragility

Systems that don't just withstand shocks and volatility but actively gain strength from them

لغة النص الأصلي: الإنجليزية

apophenia

Guard against the tendency to perceive meaningful connections between unrelated things by demanding evidence of actual causal relationships before acting on perceived patterns

لغة النص الأصلي: الإنجليزية

arbitrage

Profit from price differences of identical assets across markets by buying low in one and selling high in another

لغة النص الأصلي: الإنجليزية

aria

W3C standard for making web applications accessible to assistive technologies through semantic roles, properties, and states

لغة النص الأصلي: الإنجليزية

asymptotic-marketplace-effects

Recognize when marketplace value saturates after reaching liquidity threshold, requiring non-network moats when doubling supply no longer improves user experience

لغة النص الأصلي: الإنجليزية

attentional-bias

Current thoughts and preoccupations disproportionately affect what we notice, leading us to selectively perceive information that matches our mental focus

لغة النص الأصلي: الإنجليزية

attractors

A state or set of states toward which a dynamical system naturally evolves over time, regardless of where it starts

لغة النص الأصلي: الإنجليزية

aumanns-agreement-theorem

Two rational Bayesian agents with the same prior beliefs cannot agree to disagree if their posterior beliefs are common knowledge

لغة النص الأصلي: الإنجليزية

autocatalytic-sets

Self-sustaining chemical reaction networks where molecules collectively catalyze each other's formation from basic building blocks

لغة النص الأصلي: الإنجليزية

availability-heuristic

Correct probability and frequency judgments distorted by mentally available examples by seeking base rate data before relying on vivid anecdotes

لغة النص الأصلي: الإنجليزية

backcasting-from-desired-futures

When you need to plan backward from an ambitious future goal to identify required steps

لغة النص الأصلي: الإنجليزية

backcasting

Start from desired future state and work backwards to map pathways when current trajectory leads to unacceptable outcomes requiring transformational change

لغة النص الأصلي: الإنجليزية

backend-for-frontend

Create client-specific backend services that aggregate and transform data from downstream microservices to match each frontend's unique needs

لغة النص الأصلي: الإنجليزية

backtracking

Systematic trial-and-error search technique that builds solutions incrementally, abandoning candidates as soon as they cannot lead to a valid solution

لغة النص الأصلي: الإنجليزية

bandwagon-effects

Recognize and counteract the tendency to adopt beliefs or behaviors simply because others are doing so, independent of underlying evidence

لغة النص الأصلي: الإنجليزية

base-rate-analysis

Start with statistical baseline frequencies before considering individual case details - combat base rate neglect by anchoring on "what usually happens"

لغة النص الأصلي: الإنجليزية

base-rate-fallacy

Ignoring statistical base rates in favor of vivid case-specific information when assessing probability

لغة النص الأصلي: الإنجليزية

base-rates

Statistical frequency of events in a reference class that provides the starting point for predictions before considering specific case details

لغة النص الأصلي: الإنجليزية

basecamp-handbook

When you need practitioner-tested principles for calm, sustainable company building

لغة النص الأصلي: الإنجليزية

batch-serving

Machine learning inference pattern where predictions are generated for large datasets at scheduled intervals rather than in real-time

لغة النص الأصلي: الإنجليزية

bayes-theorem

Update probability estimates as new evidence emerges - prior beliefs + likelihood of evidence = refined posterior probability

لغة النص الأصلي: الإنجليزية

bayesian-updating

Systematically update your confidence in hypotheses as new evidence arrives, weighting both prior beliefs and new information by their respective reliability

لغة النص الأصلي: الإنجليزية

bcg-growth-share-matrix

Prioritize resource allocation across business units by classifying them based on market growth rate and relative market share

لغة النص الأصلي: الإنجليزية

behavior-driven-development

Bridge communication gap between technical and business stakeholders using Given-When-Then scenarios in plain language

لغة النص الأصلي: الإنجليزية

belief-network-effects

Recognize that value of beliefs and ideas increases with adoption, creating momentum for ideas regardless of intrinsic truth

لغة النص الأصلي: الإنجليزية

biodiversity

When variety of life forms within a system creates resilience and stability

لغة النص الأصلي: الإنجليزية

black-swan-theory

Rare, high-impact, unpredictable events disproportionately shape history, markets, and systems

لغة النص الأصلي: الإنجليزية

blameless-postmortems

When a production incident occurs - systematic incident analysis that focuses on systems over people to prevent recurrence

لغة النص الأصلي: الإنجليزية

blessing-in-disguise-triz-principle

When harmful or undesired effects can be converted into benefits

لغة النص الأصلي: الإنجليزية

blue-ocean-strategy

Create uncontested market space where competition becomes irrelevant, simultaneously pursuing differentiation and low cost through value innovation

لغة النص الأصلي: الإنجليزية

bottlenecks

When identifying and addressing the constraining factor yields disproportionate system improvement

لغة النص الأصلي: الإنجليزية

brier-score

Measure forecasting accuracy by calculating mean squared error between predicted probabilities and outcomes when improving calibration through systematic feedback

لغة النص الأصلي: الإنجليزية

calibration

Align predicted probabilities with actual outcomes - train yourself so things you say are 70% likely actually happen 70% of the time

لغة النص الأصلي: الإنجليزية

calibration-vs-discrimination-trade-offs

When improving forecast accuracy requires balancing how well predictions match reality vs. how well they distinguish between outcomes

لغة النص الأصلي: الإنجليزية

carrying-capacity

Identify maximum sustainable load, population size, or growth limits constrained by available resources to prevent overshoot and collapse - apply capacity planning, scalability analysis, and bottleneck identification when managing infrastructure,…

لغة النص الأصلي: الإنجليزية

catalysts

Identify and deploy small interventions that lower activation energy for desired change without being consumed - accelerate reactions that would happen anyway

لغة النص الأصلي: الإنجليزية

cathedral-thinking

Plan and execute multi-generational projects you won't live to see completed, laboring in the present for future glory and legacy

لغة النص الأصلي: الإنجليزية

causal-loop-diagrams

Map cause-and-effect relationships with reinforcing/balancing feedback loops to visualize system structure and predict behavior patterns

لغة النص الأصلي: الإنجليزية

causal-tree-analysis

Hierarchical root cause investigation technique that maps all necessary and sufficient conditions leading to an adverse event using tree-structured logic

لغة النص الأصلي: الإنجليزية