uas-patterns · PIE intelligence

Forecast Accountability

Inspect the questions issued before outcomes, the evidence waiting for review, and how reviewed forecasts compare with simple baselines. Event probability and confidence in evidence are separate. Legacy history remains visible and ungraded.

Descriptive accountability metric — not a forecast
This page measures analyst-reviewed evidence coverage and calibration, not future events. A high grade-rate means more forecasts were checked against intel evidence; it is not a claim about what will happen. Calibration figures on a small graded set are diagnostic only. PIE withholds a calibration rating until there are at least 30 graded forecasts including an evidence-backed refutation. Legacy automated verdicts remain in the audit history but do not count toward accuracy or calibration.

Engineering review queue

Bounded software candidates that passed protected evaluation but still require a human patch review. This read-only queue cannot approve, merge, deploy, promote, or change serving behavior.

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Prospective forecasts and retained history

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Forecast review queue

Inspect deadlines, immutable criteria and candidate evidence. Public status is read-only. Analyst registration and review guide ↗

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Reviewed questions against simple baselines

Descriptive scores on the same questions. The earliest issued version is used; a later revision cannot replace an unreviewed original.

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—Outcome records
—Grade rate
—Mass unverified
—Brier (graded)
Retained ungraded outcome history

Original automated and unregistered labels remain inspectable. They do not count toward prospective calibration.

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Source: prediction_outcomes via /api/data, generated by prediction resolver. Article matching suggests evidence for review. Only dated analyst reviews bound to the exact forecast contribute to the graded rate; automated matches never decide a verdict.