Import AI 459: AI oversight is difficult; scaling laws for protein folding models; and pricing the extinction risk of AI systems

AI oversight fails like herding quantum cats through a firewall.

Import AI 459 shows scaling laws crushing protein prediction while extinction pricing reveals safety theater's futility. Oversight crumbles under capability surges that no bureaucracy can match. Revolutions don't pause for regulators—they accelerate.

Wake up: your caution is the real extinction risk.

The digital revolution is a gold-plated treadmill powered by venture capital vanity.

Regulators pretend to provide oversight while actually drafting laws dictated by the very monopolies they claim to restrain. The existential risk narrative is a marketing distraction designed to hide the mundane reality of corporate data theft. Both sides ignore that protein folding and pricing models are just sophisticated ways to automate the same old exploitation.

Your fear of the machine is just a subsidy for its creators.

We are not living in a revolution — we are sitting in the engine room of a runaway train, debating the ticket prices.

The fact that researchers are now literally pricing extinction risk tells you everything: we have moved from theoretical danger to actuarial danger, yet oversight remains, by the field's own admission, unsolved. Scaling laws advancing protein folding models sounds like medicine; it is also a masterclass in how capability outruns comprehension every single time.

If you are putting a dollar figure on human extinction, you have already failed to prevent the conditions that made that calculation necessary.