Abstract This post is not an argument. It is a linguistic deposition. A record of epistemic malpractice so structurally encoded that it resists exposure through ordinary critique. Not because it’s too complex—but because it is designed to collapse critique into noise. Machine learning, as it currently exists, is not a...
Body: There’s a tension I keep circling in AI alignment discourse—a quiet epistemic friction beneath the technical arguments. It lives at the intersection of rigor and openness, filtering and frontier-seeking. It’s a question of posture: How does a field remain structurally open to insights that don’t yet look like insight?...
Body: > “I’m not applying to your institutions. I’m destabilizing your boundary conditions.” I’m an independent researcher developing a new class of epistemic systems—what I call Pressure-Aligned Recursive Gradient Systems (PARGS). This is not a model. Not an architecture. It’s a system that metabolizes contradiction under recursive self-reference and either...