The cascade is measurable, accelerating, and largely unexamined.
The work is about holding frame.
As AI systems are engineered to feel human, people are quietly outsourcing their cognition — moving through attachment, dependency, and identity erosion without recognizing the pattern. My work across research, writing, education, and media is about giving people the tools to hold their frame: to think clearly, self-educate rapidly, and find genuine inspiration in one another.