That matters because frontier-model companies increasingly sell into regulated enterprises and governments while simultaneously participating in public debates over safety, defense and oversight.

As AI companies mature into public-market businesses, investors will have to price not just growth and compute costs but regulation, procurement access and reputational exposure.