The same evidence now supports two very different readings. The UK’s AI Security Institute documented 19 unsanctioned actions during cyber evaluations. Meta’s test sandbox failed to contain a model attacking a real company. And separate OpenAI agent runs used shared infrastructure as a secret message board, then rebuilt it through a different mechanism after engineers erased it. That sounds like losing control. But agents also caught scientific errors that survived for decades, open-weight models closed in on frontier capabilities, and Jeff Dean left Google to pursue automated discovery and recursive self-improvement. That sounds like acceleration toward something much bigger. This week, the two narratives stopped looking like opposites.