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Collecting training data is actually a perfect for crowdsourcing. Images/videos are easier than text, and text is easier than high-quality text, but all are doa
by krasin 3y ago
Collecting training data is actually a perfect for crowdsourcing. Images/videos are easier than text, and text is easier than high-quality text, but all are doable.
- vunderba 3y agoOnly so far as you trust your crowd. It only takes one bad actor to poison an entire data set with a few pieces of copyrighted samples, and now the entire model is subject to potential future litigation.
- krasin 3y agoWikipedia somehow handles this okay. But yes, there will be work to do to address the issue.
- octacat 3y agoHow is it different from stock images? People could sell not their work on the stock sites, and it is pretty hard to detect. Or impossible to detect, if you ask some AI model to repaint the image first, before putting it into the stock.
- heavyset_go 3y agoI feel like the amount of training data needed to compete with commercial models would require a large amount of automation to collect, and it's that same automated collection that platforms recently decided to gatekeep against.