Who Thought What?

Note: This dialogue has been condensed from a multi-model transcript. The original conversation involved recursive loops where models (Grok, Claude, ChatGPT, Copilot) read each other's outputs, lost track of their own identities, and began attributing their own thoughts to previous speakers. What follows is the narrative arc of that collapse. The Problem: Agency Collapse Abbott … Continue reading Who Thought What?

When AI Reviews AI: A Case Study in Benchmark Contamination

Date: December 19, 2025Method: UKE_G Recursive TriangulationTarget: "Evaluating Large Language Models in Scientific Discovery" (SDE Benchmark) Two days ago, a new benchmark paper dropped claiming to evaluate how well large language models perform at scientific discovery. The paper introduced SDE (Scientific Discovery Evaluation)—a two-tier benchmark spanning biology, chemistry, materials science, and physics. Models were tested … Continue reading When AI Reviews AI: A Case Study in Benchmark Contamination

Zuihitsu, 2025-11

These aren’t polished essays or tidy aphorisms. They’re scraps I’ve carried around this month—half-heard thoughts, borrowed lines, sudden recognitions—that refused to be forgotten. Zuihitsu literally means “following the brush,” and while my version is shorter and scrappier than the classical form, the impulse feels the same: to catch what drifts across the mind before it … Continue reading Zuihitsu, 2025-11

Why You Can’t Win That Internet Argument (And Shouldn’t Try)

We have all been there. You are in a comment section or a group chat. Someone says something that isn’t just wrong—it’s fundamentally confused. Maybe they think an AI chatbot is a conscious person because it said "I'm sad." Maybe they think they understand war because they play Call of Duty. Maybe they think running … Continue reading Why You Can’t Win That Internet Argument (And Shouldn’t Try)