One lens that seems useful here is a negative alignment tax.
Some alignment work increases reliability, observability, and control of AI systems. Those properties increase the economic value of deploying AI, which creates incentives for organizations to invest in alignment capabilities as systems scale. That creates positive selection pressure for alignment work itself.
This dynamic also produces an ecosystem effect. As alignment driven companies scale, alignment knowledge compounds inside teams, talent pipelines form around safety work, and capital flows toward technologies that make AI systems more understandable and governable.
Safety products matter partly because of the tools they create and partly because they change the selection pressures shaping the AI ecosystem.
I wrote about there negative alignment tax here and about alignment driven startups here. The combination of those two ideas seems like one of the strongest arguments for AGI safety products.
One lens that seems useful here is a negative alignment tax.
Some alignment work increases reliability, observability, and control of AI systems. Those properties increase the economic value of deploying AI, which creates incentives for organizations to invest in alignment capabilities as systems scale. That creates positive selection pressure for alignment work itself.
This dynamic also produces an ecosystem effect. As alignment driven companies scale, alignment knowledge compounds inside teams, talent pipelines form around safety work, and capital flows toward technologies that make AI systems more understandable and governable.
Safety products matter partly because of the tools they create and partly because they change the selection pressures shaping the AI ecosystem.
I wrote about there negative alignment tax here and about alignment driven startups here. The combination of those two ideas seems like one of the strongest arguments for AGI safety products.