I like the framing of risk as something to design around rather than panic about, especially the Mirror Risk idea. Nice thoughts edmundsparrow, makes you wonder how much responsibility actually sits with builders versus regulators.
The Fearless Future
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@[Mehadi Hasan]
Thanks Mehadi! I think the responsibility question is crucial. My view is that it can't be either/or—both builders and regulators have distinct responsibilities.
Builders are designing the 'conscience' itself—the framework that allows AI to pause and reconsider. That's not something you can regulate after the fact; it has to be baked into the architecture from the start. If developers build systems optimized purely for capability without wisdom, no amount of external regulation can retrofit thoughtfulness.
But regulators play a critical role too: ensuring accountability, setting baseline standards, and protecting against harm when systems are deployed at scale.
The real risk isn't just who holds responsibility—it's when builders and regulators both assume someone else will handle the ethical dimensions. We end up with powerful systems and no one actually designing around the question: 'What should this be able to refuse?'
The mirror reflects what we prioritize. If we build first and think later, that's what we'll see reflected back.
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