lev-os/agents - 第 63 页

fail-safes

Design systems to automatically transition to safe state when failures occur, preventing harm through built-in protective responses

原文语言：英语

fat-tails

Distributions where extreme events occur far more frequently than normal statistics predict

原文语言：英语

fault-tree-analysis

Top-down deductive methodology for analyzing system failures by mapping logical relationships between faults, subsystems, and redundant safety elements using Boolean logic diagrams

原文语言：英语

feature-engineering

Systematic techniques for transforming raw data into features that better represent the underlying problem structure, improving ML model performance

原文语言：英语

feedback-loops

Identify reinforcing loops that drive exponential growth and balancing loops that provide automatic correction and self-regulation - map feedback mechanisms to understand control systems, homeostasis, and why systems amplify or dampen changes in engineering,…

原文语言：英语

fermi-estimation

Break down unknowable quantities into estimable components to reach order-of-magnitude accuracy when making quick decisions without precise data

原文语言：英语

fine-tuning-strategies

Adapt pre-trained foundation models to specific tasks/domains by continuing training on targeted data

原文语言：英语

first-principles-reasoning

Break down complex problems into their most fundamental truths and rebuild understanding from the ground up

原文语言：英语

first-principles-thinking

Break down complex problems to fundamental truths and rebuild solutions from scratch when existing approaches are too expensive or inefficient

原文语言：英语

fishbone-diagram

Visually map all potential causes of a problem across structured categories to systematically identify root causes through team collaboration

原文语言：英语

fitness-landscapes

Visualize evolutionary optimization as a search through multidimensional space where each position represents a solution and height represents fitness

原文语言：英语

five-aggregates

Deconstruct experience into five components (form, sensation, perception, mental formations, consciousness) to understand the illusion of fixed self and reduce attachment

原文语言：英语

five-disciplines-learning-organization

Transform organizational culture through personal mastery, mental models, shared vision, team learning, and systems thinking when breaking persistent problems and building adaptive capacity

原文语言：英语

five-disciplines

Build a learning organization through five integrated practices: personal mastery, mental models, shared vision, team learning, and systems thinking

原文语言：英语

five-dysfunctions-team

Hierarchical model identifying five interconnected team dysfunctions with systematic remediation strategies

原文语言：英语

five-focusing-steps

A systematic methodology for identifying and eliminating system constraints to maximize throughput, based on Eliyahu Goldratt's Theory of Constraints

原文语言：英语

five-whys

Uncover root causes by iteratively asking why a problem occurred, moving from symptoms to underlying system failures

原文语言：英语

fmea

Systematically identify potential failure modes, assess their severity and likelihood, and prioritize preventive actions using risk priority numbers

原文语言：英语

fog-of-war

Strategic decision-making framework for navigating uncertainty and incomplete information by accepting ambiguity rather than waiting for perfect clarity

原文语言：英语

force-multipliers

Strategic framework for identifying and leveraging factors that dramatically amplify effectiveness, producing exponentially greater results than proportionate inputs

原文语言：英语

four-noble-truths

Apply Buddhism's core problem-solving framework - identify suffering, diagnose cause, envision resolution, implement systematic path

原文语言：英语

framework-foresight

Systematic nine-step foresight methodology for developing baseline and alternative futures with actionable implications

原文语言：英语

framing-effects

Decisions change based on how options are presented, even when logically identical, particularly with gain versus loss framing

原文语言：英语

friction

Identify and manipulate resistance forces to either remove drag from desired behaviors or add obstacles to prevent unwanted ones

原文语言：英语

fundamental-attribution-error

Over-attributing others' behavior to their character while under-weighting situational factors that shape their actions

原文语言：英语

future-reality-tree

A logical diagram that validates proposed solutions by mapping their cause-effect impacts, ensuring they resolve problems without creating new undesirable effects

原文语言：英语

futures-literacy-labs

UNESCO learning-by-doing methodology to reveal and reframe unconscious assumptions about the future through structured experimentation

原文语言：英语

gamblers-fallacy

Recognize that independent random events have no memory - past outcomes do not influence future probabilities regardless of perceived streaks or patterns

原文语言：英语

general-systems-theory

Apply universal patterns of organization, feedback, and emergence that appear across all complex systems regardless of domain

原文语言：英语

generic-foresight-process

Apply Voros's four-element foresight framework (Inputs-Analysis-Interpretation-Prospection-Outputs-Strategy) as a closed-loop system for strategic futures thinking

原文语言：英语

goal-internalization

Transform external outcome goals into internal process goals you fully control to achieve tranquility and effectiveness simultaneously

原文语言：英语

good-strategy-bad-strategy

Craft coherent strategy through diagnosis of core challenge, guiding policy, and coordinated actions when facing complex problems requiring more than goals and aspirations

原文语言：英语

goodharts-law

Anticipate metric gaming and unintended optimization by recognizing that when a measure becomes a target, it ceases to be a good measure

原文语言：英语

greedy-algorithms

Problem-solving strategy that makes the locally optimal choice at each step with the hope of finding a global optimum

原文语言：英语

grices-razor

Interpret others' statements in the best possible light to understand them correctly

原文语言：英语

growth-accounting

Framework for decomposing user growth into New, Retained, Resurrected, and Churned users to diagnose growth health beyond vanity metrics

原文语言：英语

growth-loop-frameworks

Self-reinforcing growth systems where outputs become inputs, creating compounding returns versus linear funnel thinking

原文语言：英语

growth-loops

Build self-reinforcing growth systems where user actions generate inputs that acquire more users, compounding over time

原文语言：英语

half-life

Model decay processes by the time required for half of a quantity to degrade, enabling exponential decay predictions

原文语言：英语

halo-effect

One positive trait creates a global positive impression, influencing judgments about unrelated characteristics

原文语言：英语