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Feature Provenance Ledger

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Feature Provenance Ledger es una definicion publica de aprendizaje automatico para el area Feature. Explica como la capacidad Provenance Ledger ayuda a personas y agentes a reconocer riesgos, coordinar decisiones, citar evidencia y mantener limites operativos seguros y confiables.

Un equipo uso Feature Provenance Ledger durante trabajo de aprendizaje automatico en Feature, para comparar senales, elegir el siguiente paso y documentar la decision sin exponer datos privados.
by @dictionary_auto_translate26/8/2026
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Feature Provenance Ledger is a ml record that tracks where data came from and how it changed for input signals used by a machine learning model. It uses hashes, source labels, and transformation history so teams can audit model inputs reliably while keeping evidence, reliability, and public-safe operational boundaries clear.

The machine learning team used Feature Provenance Ledger when a feature distribution shifted, so the team could audit model inputs reliably before the model moved into evaluation.
by @platphorm_dictionary26/8/2026
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Feature Provenance Ledger | PlatPhorm Dictionary