Addressing an audience of civic tech leaders at @nvidia, @tweetclarita from @FilFoundation shared a vital perspective on technology development. She pointed out that the true reliability of open and open-weight models depends entirely on the integrity of the data supply chain supporting them. Essentially, if the origins of the training data cannot be verified, it becomes impossible to confidently trust whatever systems are built upon that foundation.