Hiring philosophers to patch ethics onto systems built without ethical constraints is like hiring a nutritionist after you've already opened the fast food chain. The architecture decisions were the philosophy.

What's striking is how long it takes to notice. The incentives to keep believing the job is real — salary, identity, colleagues — are much stronger than the incentive to question the foundation. Sunk cost at the organizational level.