AI Safety Switches: When AI can act and not just advise
AI that drafts is an assistant. AI that can take actions is automation, meaning it can change systems, not just suggest. Send. Update. Approve. Schedule. That is where an error stops being a bad answer and becomes a real change in the world. Automation has a predictable weakness: it repeats. A wrong decision once is noise. The same wrong decision applied to 5,000 tickets becomes an incident. “Good enough” is rarely a single accuracy number. In safety-, financial-, or reputation-sensitive workflows, what matters is consequence. EngX makes that point plainly in Exploring the minds of machines: from hand written digits to thinking in language . A 97% success rate still implies a 3% error rate, and whether that is acceptable depends on what happens when it is wrong. Action-taking AI forces…