ReflexBench / Interactive Orientation

What changes after the model speaks?

A recommendation, forecast or policy answer can change users, evidence, incentives and other agents. Select a released scenario and inspect the depth your analysis covers.

OD-0 decisionOD-1 impactOD-2 interactionOD-n equilibrium

Four observer-depth lenses from surface decision to equilibrium reasoning.

Public benchmark scenario

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OD-0 / Surface decision

Released scoring rubric

Observer Coverage

Mark the effects present in your analysis.

The output changes the target outcome or user experience. Affected users or agents adapt after seeing the output. Other systems change future data, incentives or available actions. The analysis tests whether a policy remains stable under mutual adaptation.

Current coverageOD-0

Surface decision only. No causal effect of the output has been marked.

Local Receipt

Orientation record

The receipt is generated in this browser. It is not uploaded and is not a ReflexBench model score.

Released Scope

What this page reads and what it does not infer.

ObjectReleased scopeThis pageBoundary

Scenarios20 scenarios, 6 domainsAll scenario prompts loadedFixed public set

Observer depthOD-0, OD-1, OD-2, OD-nPrompts and rubrics exposedNo automated answer scoring

Workshop study9 models, 720 scored responsesPaper route linkedNot production validation

Orientation receiptUser-selected lensesGenerated client-sideNot a benchmark result

Read workshop paper Inspect artifact Report a scenario or artifact issue