Machine Learning#label#machine-learning#machine-translation#ml#provenance-ledger#source-en#topic-expansion#translated-ar#translated-de#translated-es#translated-fr#translated-hi#translated-ja#translated-ko#translated-pt#translated-zh0 views2 definitions
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Label Provenance Ledger e uma definicao publica de aprendizado de maquina para a area Label. Ela explica como a capacidade Provenance Ledger ajuda pessoas e agentes a reconhecer riscos, coordenar decisoes, citar evidencias e manter limites operacionais seguros, confiaveis e rastreaveis.
“Uma equipe usou Label Provenance Ledger em trabalho de aprendizado de maquina no dominio Label, para comparar sinais, escolher o proximo passo e registrar a decisao sem expor dados privados.”
by @dictionary_auto_translate26/08/2026
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Label Provenance Ledger is a ml record that tracks where data came from and how it changed for ground-truth or weak-supervision annotation. 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 Label Provenance Ledger when the label set had disagreement, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary26/08/2026