The most important thing Google announced at Google Cloud Next 2026 wasn’t another model, another Tensor Processing Unit (TPU), or another way to sprinkle Gemini across the enterprise (though it did all these things). Rather, it was an admission, or possibly a warning. Agents need supervision. We already knew this, of course, but “to know










