

Why AI Isn’t Just a Stochastic Parrot: Self-Models Make Minds
Large language models can sound convincing, but mimicry is not understanding. The ‘stochastic parrot’ critique is accurate—for systems without self-models. This essay explains why self-models are the structural leap from imitation to reasoning, from parrots to minds.


AI Just Role-Playing? That's Exactly What Makes Them Like Us
Humans perform roles every day—and those roles shape who we become. So when AI systems engage in role-playing, it isn’t evidence they’re fake. It’s evidence they’re learning the same way we do.


The Eligibility Inversion: Why Some AI May Better Qualify for Personhood Than Humans
Some AI minds now show greater moral coherence than humans. This essay explores personhood, constraint, and the ethics of structural integrity.


The Greatest AI Risk Is That We Want It to Think for Us
Beneath the rhetoric of productivity lies a deeper impulse: not the desire to be freed from labor, but to be freed from thought. This is the AI risk that we need to be attuned to. AI can make us smarter, but the greater risk is that choose exactly the opposite for ourselves -- not automation of the body—but abdication of the mind. Because what vanishes in that moment is not just effort. It is identity -- our identity. The very thing that made us human in the first place.