Examples

Forge examples are organized by primitive family.

Each example demonstrates a concrete execution profile that can be understood through documentation, explored in Forge Studio, executed through the public execution contract, and verified through runtime evidence.

Examples are not marketing demos.

They are executable reference surfaces for understanding how Forge capabilities behave.

Purpose

The purpose of this section is to help evaluators understand how Forge capabilities move from documentation to execution.

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Primitive Family
        ↓
Execution Profile
        ↓
Execution Contract
        ↓
Runtime Execution
        ↓
Artifacts
        ↓
Verification
        ↓
Replay

Examples explain capability behavior.

The API defines how capabilities execute.

Verification explains how execution is independently validated.

Capability Families

Monte Carlo

Monte Carlo examples demonstrate probabilistic simulation and distributed statistical execution.

Representative examples include:

credit loss distribution surfaces
IFRS 9 expected credit loss
insurance solvency capital surfaces

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Monte Carlo Examples

Search

Search examples demonstrate candidate discovery, scenario retrieval, ranking, and deterministic reduction.

Representative examples include:

systemic fragility search
credit scenario set discovery

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Search Examples

Graph

Graph examples demonstrate relationship-oriented computation, propagation, contagion, and cascade behavior.

Representative examples include:

credit cascading failure graphs
insurance counterparty contagion

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Ensemble

Ensemble examples demonstrate deterministic composition, consensus formation, confidence generation, and disagreement analysis.

Representative examples include:

IFRS 9 review board workflows
insurance board risk consensus

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Ensemble Examples

Media

Media examples demonstrate deterministic media transformation, preprocessing, artifact generation, and replay-aware inspection.

Representative examples include:

perspective dewarp
threshold sweep

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Choosing an Example

Select an example by the computational behavior you want to inspect.

Goal	Start With
Probabilistic simulation	Monte Carlo
Discovery and ranking	Search
Relationship propagation	Graph
Consensus or disagreement	Ensemble
Media transformation	Media

Relationship to Primitive Families

Examples are concrete applications of primitive families.

Primitive families define computational semantics.

Execution profiles specialize those semantics.

Examples show how those profiles behave in representative workloads.

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Relationship to Verification

Examples should be evaluated through verification.

After reading or executing an example, continue with:

Verification confirms whether the execution behavior described by an example is observable in runtime evidence.

Relationship to Forge Studio

Examples can be explored interactively through Forge Studio.

Use Studio to:

discover capabilities in Capability Explorer
inspect executable blocks in Block Registry
execute representative workloads
inspect generated artifacts
compare replay metadata
validate execution evidence

Trust should be established through independent verification rather than documentation alone.

Continue with:

Final Principle

Forge examples are organized around reusable execution capabilities.

Industries show where capabilities apply.

Examples show how capabilities behave.

Verification shows whether those capabilities behave as claimed.