Vincent Caldeira

Ultimately, trust is not a feature; it is a foundation. To ensure AI systems are safe, effective, and aligned with human values, we must design for trust at every level—from data and models to decisions and deployments.

Sovereign AI, when grounded in open source principles, provides a powerful pathway forward. It enables localized innovation without duplicating global efforts. It fosters transparency and accountability without compromising on performance. And it supports a more ethical and sustainable AI ecosystem, with governance models that reflect the values of those…