lev-os/agents - 第 60 页

analogical-reasoning

Solve novel problems by noticing structural parallels with solved problems from different domains and mapping solution elements across contexts

原文语言：英语

anchoring

First information disproportionately influences judgments and decisions, even when the initial value is arbitrary or irrelevant

原文语言：英语

ansoff-matrix

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

原文语言：英语

antifragility

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

原文语言：英语

apophenia

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

原文语言：英语

arbitrage

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

原文语言：英语

aria

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

原文语言：英语

asymptotic-marketplace-effects

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

原文语言：英语

attentional-bias

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

原文语言：英语

attractors

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

原文语言：英语

aumanns-agreement-theorem

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

原文语言：英语

autocatalytic-sets

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

原文语言：英语

availability-heuristic

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

原文语言：英语

backcasting-from-desired-futures

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

原文语言：英语

backcasting

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

原文语言：英语

backend-for-frontend

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

原文语言：英语

backtracking

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

原文语言：英语

bandwagon-effects

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

原文语言：英语

base-rate-analysis

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

原文语言：英语

base-rate-fallacy

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

原文语言：英语

base-rates

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

原文语言：英语

basecamp-handbook

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

原文语言：英语

batch-serving

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

原文语言：英语

bayes-theorem

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

原文语言：英语

bayesian-updating

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

原文语言：英语

bcg-growth-share-matrix

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

原文语言：英语

behavior-driven-development

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

原文语言：英语

belief-network-effects

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

原文语言：英语

biodiversity

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

原文语言：英语

black-swan-theory

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

原文语言：英语

blameless-postmortems

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

原文语言：英语

blessing-in-disguise-triz-principle

When harmful or undesired effects can be converted into benefits

原文语言：英语

blue-ocean-strategy

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

原文语言：英语

bottlenecks

When identifying and addressing the constraining factor yields disproportionate system improvement

原文语言：英语

brier-score

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

原文语言：英语

calibration

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

原文语言：英语

calibration-vs-discrimination-trade-offs

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

原文语言：英语

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,…

原文语言：英语

catalysts

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

原文语言：英语

cathedral-thinking

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

原文语言：英语