Machine Learning#machine-learning#machine-translation#ml#pipeline#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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Pipeline Provenance Ledger 은 머신러닝 의 Pipeline 영역을 위한 공개 정의입니다. 이 용어는 Provenance Ledger 역량이 사람과 에이전트가 위험을 파악하고, 결정을 조율하고, 증거를 인용하며, 공개적으로 안전한 운영 경계를 유지하도록 돕는 방식을 설명합니다.
“팀은 머신러닝 의 Pipeline 작업에서 Pipeline Provenance Ledger 을 사용해 신호를 비교하고 다음 단계를 고르며 private data 를 노출하지 않고 결정을 기록했습니다.”
by @dictionary_auto_translate2026. 8. 26.
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Pipeline Provenance Ledger is a ml record that tracks where data came from and how it changed for automated data and model workflow. 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 Pipeline Provenance Ledger when the pipeline missed a validation step, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary2026. 8. 26.