deVadoss presents a complex view of AI development, emphasizing both its revolutionary potential and significant risks, particularly regarding data sources and transparency. While championing sovereign models and blockchain integration, he raises yellow flags about the true openness of AI systems and the potentially problematic nature of foundation model training data.