... hurt: a mass email to 50k users, or a migration you can only roll back after downtime. "Reversible on paper, ruinous in practice." His version is that the gate should key on reach, not on reversibility. Not "is this safe" but "how far does this reach if I'm wrong." And the part that stuck with me: the agent is the worst possible judge of its own blast radius, because it does not know there are 50k people on that ... ... agent does reaches past me. Genuinely low stakes, no gate needed. B. It could reach customers, I know it, and I have not built the gate yet. C. It stops and waits for someone to come back and look. Safe

... founders. Comment from Nika(@busmark_w_nika): @vlad1323  When you put this like that, I trust even less :D Comment from Briana Pole(@briana_pole): For me it's less about the data category and more about authority vs. visibility . I'll let AI know a lot calendar, to-dos, logistics but I don't want it acting irreversibly without me confirming, especially with money or health stuff. Honestly, what builds trust for me isn't the sensitivity ... ... taught me this the hard way: an AI that gives a confident-sounding answer when it's actually guessing is more dangerous than one that says it isn't sure yet. We ended up building explicit confidence grading (Verified vs