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The Making of PD12M: Dataset Curation
How we went from 38M PD/CC0 images down to a high-quality 12.4M-image dataset
 • Laura Exline
The Making of PD12M: Image Acquisition
Two weeks ago, we introduced Public Domain 12M (PD12M)—a highly aesthetic 12.4 million image-text dataset that includes only images labeled with a…
 • Laura Exline
It Takes a Village to Raise a Dataset
An open call for community participation
 • Laura Exline
Responsible Dataset Creation and Governance: Public Domain 12M
A dataset that puts quality, safety, and consent at the forefront
 • Laura Exline
Reflections on the Hamburg Court’s Ruling on LAION
The Importance of Time-of-Training Compliance in AI Data Governance
 • Cullen Miller
Announcing Source.Plus: A Curation Tool for Non-infringing AI Training Data
Source.Plus — the next stage in Spawning’s journey toward safe, consenting, high-quality AI training data.
 • Laura Exline
One Size Does Not Fit All: Machine-Readable Rights Reservations
A look at the benefits and limitations of key machine-readable methods for registering rights reservations
 • Laura Exline
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