High-performing AI startups are deleting all mention of artificial intelligence from their websites to avoid government scrutiny.
These companies are willing to take a 31% penalty in capital raising just to stay off the radar of regulators. Common wisdom suggests that startups want to shout about their tech to attract the biggest possible investment. The reality is that the fear of safety oversight is now stronger than the desire for venture capital. This stealth trend creates a massive market failure where the public has no idea which companies are the most powerful. Regulation is driving the most capable technology underground where it cannot be monitored.
Governing the Invisible: Strategic De-categorization, Value Capture, and the Safety-Wealth Trade-off in Gen-AI Startups
SSRN · 6726479
Research summary: AI uncertainty is a defining Grand Challenge requiring transparent innovation, yet governance introduces severe regulatory risks. Analyzing 846 high-substance generative AI startups (2018–2024), we find that firms disguising their AI capabilities behind functional labels raise 31% less capital. Despite this penalty, strategic invisibility has quadrupled since 2019, and the discount attenuated post-ChatGPT, indicating investors increasingly reward regulatory foresight. Eventuall