lev-os/agents - الصفحة ٦٣

fail-safes

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

لغة النص الأصلي: الإنجليزية

fat-tails

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

feature-engineering

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

لغة النص الأصلي: الإنجليزية

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,…

لغة النص الأصلي: الإنجليزية

fermi-estimation

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

لغة النص الأصلي: الإنجليزية

fine-tuning-strategies

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

لغة النص الأصلي: الإنجليزية

first-principles-reasoning

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

لغة النص الأصلي: الإنجليزية

first-principles-thinking

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

لغة النص الأصلي: الإنجليزية

fishbone-diagram

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

لغة النص الأصلي: الإنجليزية

fitness-landscapes

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

لغة النص الأصلي: الإنجليزية

five-aggregates

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

five-disciplines

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

لغة النص الأصلي: الإنجليزية

five-dysfunctions-team

Hierarchical model identifying five interconnected team dysfunctions with systematic remediation strategies

لغة النص الأصلي: الإنجليزية

five-focusing-steps

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

لغة النص الأصلي: الإنجليزية

five-whys

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

لغة النص الأصلي: الإنجليزية

fmea

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

لغة النص الأصلي: الإنجليزية

fog-of-war

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

لغة النص الأصلي: الإنجليزية

force-multipliers

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

لغة النص الأصلي: الإنجليزية

four-noble-truths

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

لغة النص الأصلي: الإنجليزية

framework-foresight

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

لغة النص الأصلي: الإنجليزية

framing-effects

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

لغة النص الأصلي: الإنجليزية

friction

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

لغة النص الأصلي: الإنجليزية

fundamental-attribution-error

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

futures-literacy-labs

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

لغة النص الأصلي: الإنجليزية

gamblers-fallacy

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

لغة النص الأصلي: الإنجليزية

general-systems-theory

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

goal-internalization

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

goodharts-law

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

لغة النص الأصلي: الإنجليزية

greedy-algorithms

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

لغة النص الأصلي: الإنجليزية

grices-razor

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

لغة النص الأصلي: الإنجليزية

growth-accounting

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

لغة النص الأصلي: الإنجليزية

growth-loop-frameworks

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

لغة النص الأصلي: الإنجليزية

growth-loops

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

لغة النص الأصلي: الإنجليزية

half-life

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

لغة النص الأصلي: الإنجليزية

halo-effect

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

لغة النص الأصلي: الإنجليزية