JRR Archives

AI XIV

Learn AI to Learn Ourselves

We build AI to extend ability, reduce toil, understand ourselves, compete, and create. This plain English guide explains AI’s core ideas, from data and machine learning to deep learning and human parallels. Bad data makes bad models, in machines and in us. By improving inputs and acting with clarity, we shape both our tools and ourselves.

Joke Represents Requirement: A Survival Idiom for Modern Life

Face down on the floor, breath snagged between pain and memory, a sentence rose: “Joke represents requirement.” The absurdity of life presses in—the joke. You breathe, find your center—that’s represent. Then act — requirement. Maneuver through madness without losing yourself. Some laugh, some break, some do both. But the move must come, always. When the joke becomes the requirement.