Thinking·OS

Graph explorer

Explore the knowledge graph

Actuarial science applies to Risk. Activate to inspect this relation.Diversification suppresses Risk. Activate to inspect this relation.Entrepreneurship applies to Risk. Activate to inspect this relation.Exposure is part of Risk. Activate to inspect this relation.Model bias amplifies Risk. Activate to inspect this relation.Model bias is derived from Training data. Activate to inspect this relation.Risk applies to Epidemic spread. Activate to inspect this relation.Risk is analogous to Correlation. Activate to inspect this relation.Risk assessment measures Risk. Activate to inspect this relation.Risk depends on Probability. Activate to inspect this relation.Model biasTraining dataRiskProbabilityExposureEpidemic spreadDiversificationRisk assessmentCorrelationActuarial scienceEntrepreneurship
Relationship types

5 concepts viewed through this lens. Bridge concepts connect this view to Actuarial Science, Agriculture, Behavioral Economics, Biology….

Legend
  • Focused concept
  • Connected concept
  • Bridge concept (just outside the lens)
  • Arrow points from cause / source to effect / target
  • A line with no arrow is a two-way relationship
  • Node colour marks the concept’s primary discipline
11 concepts10 relationships21 disciplines6 relation families

At a glance

Systematic, unfair error in a model's outputs, usually inherited from skewed training data or design choices.

Disciplines
Machine Learning · Ethics · Statistics · Public Policy
Role in the graph
Cross-disciplinary bridge — reaches Computer Science, Economics, Finance, Medicine
Relationships
2 · 2 relation families
Mental models
2

What am I looking at?

In this lens (5)

Bridge concepts (19)

Just outside the lens — they connect it to other context.

Insights from this view

Structural observations about the concepts shown here — descriptions of this graph, not claims about the world.

  • This view connects 21 disciplines: Actuarial Science, Business, Computer Science, Data Science, Economics, Entrepreneurship, Environmental Science, Epidemiology, Epistemology, Ethics, Finance, Machine Learning, Mathematics, Medicine, Network Science, Photography, Probability, Public Health, Public Policy, Statistics, Toxicology.
  • Model bias is a bridge concept — viewed here through Ethics, Machine Learning, Public Policy, Statistics.
  • The connections here span 6 relation families.
  • Probability explains 5 concepts in this view (Data Science, Economics, Epistemology, Ethics, Finance, Machine Learning, Mathematics, Medicine, Probability, Public Policy, Statistics).

Relationships as a list

The focused concept’s relationships. Pick another concept in the graph above to update this list.

Explore through a different lens

A lens is a deterministic projection of the graph. Pick a discipline, thinking pattern or journey to reframe the whole view.

By discipline

ChemistryBiologyPhysicsMathematicsComputer ScienceGeologyMineralogyEconomics

By thinking pattern

Bayesian updatingCause and effectCompoundingConservationConstraintsDefense in depthDiffusion & spreadEmergenceEnergy transformationEntropy & irreversibilityEquilibriumFeedback loopIncentivesInformationLevels & hierarchyModularityNetworksOptimizationOscillationProbabilityRecursion & self-similarityScaleSignal vs noiseSource–pathway–receptorStocks and flowsSymmetry & invarianceThresholds & tipping pointsTrade-offsTriangulationVariation & selectionWaves

By journey

From a Leaf to the ClimateWhy Music Moves UsHow Machines LearnReasoning about a Leaf and the Climate

Concept collections

Concept collections are curated lenses onto the fabric — themed sets of ideas that recur across disciplines. They are not journeys; they are a way to read the graph.

About this view

What this is

Start from one concept and expand outward. The view never shows everything at once — click a node to refocus, filter by relationship type, or switch to an accessible list.

One fabric

3750 concepts and 5051 typed relations form one connected component — no isolated silo.

How to read it

Focus a concept, or apply a lens (discipline, mental model, journey) to see only the threads that matter.