DP-SGD

If you’ve been waiting for a real breakthrough in private AI—not just marketing spin—this is it. Google AI Research and DeepMind have announced VaultGemma, a 1-billion parameter open-weight language model trained end-to-end with differential privacy. In plain English: it’s the biggest publicly available LLM to formally guarantee that it won’t memorize and leak sensitive training…