AI labs are being mocked for treating “dangerous capability” demonstrations as competitive marketing rather than just safety disclosures. For teams shipping agents, the practical risk is that publicizing autonomy, hacking ability, or catastrophic-risk evaluations can boost perceived frontier status while also inviting customer distrust, regulator attention, and pressure to prove controls are real.