AI outcome and economy workspace

Outcomes before activity

Accepted outcomes, verified effect, evaluation quality, and cost confidence stay distinct from usage.

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Scope Whole authorized estate

Window Latest observation

Baseline None

Service All authorized silos

Separate measurement lanes

Harness-reported usage, gateway-observed usage, and SKJoule accounting state are never summed. No usage measure is treated as quality, value, accepted outcome, or verified effect.

Lane observations

Tokens, USD, Joules, latency, quality, and value retain their own units and truth states.

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Outcome and evaluation quality

Missing typed owner evidence stays Unknown. Usage volume is not a substitute.

AI outcome and quality evidence
MeasureResultUnitRequired evidenceScope and provenance
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Operational drilldowns

Each dimension remains bound to one lane. The overview contract does not expose detailed records.

Model and gateway operational drilldowns
DimensionHarness-reportedGateway-observedBoundary
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Scope and provenance

Owner, population, adapter revision, freshness, coverage, and source watermark remain visible.

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AI and economy source provenance
SourceOwner and populationTruthObservedCoverageWatermark
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No-write and data-minimization boundary

This workspace reads only bounded aggregate overview observations. It cannot submit model work, change routes, alter queues, assign budgets, mutate owner records, or dispatch an external action. Detailed model content and identity material are outside this projection.

Bounded drilldown

Operational evidence