Hi HN, I’m the author. This is a causal safety release gate for AI systems. It’s designed to abstain by default and block spurious causal signals, rather than optimize performance. I’m especially interested in feedback from people working on AI safety, evals, or ML infra: – does this notion of “safe causal silence” make sense? – where would this fail in practice?