YouTube

2026-04-08

A central index for video work connected to the site, including long-form explanations, methodology demonstrations, and related visual essays.

youtube zombie-survival sda-3-tldr

This page collects the YouTube videos connected to the site.

Each video functions as a media version of a larger written thread: a long-form explanation, demonstration, or visual essay linked back into the broader research and art system. The videos are grouped here by format, while the individual posts remain connected to their own conceptual clusters.

Zombie Survival by ChatGPT — Why the AI Lies (and How to Stop It)

This video introduces SDA-3 (Structured Dimensional Analysis) through a zombie-survival stress test. The point is not the zombie scenario itself, but the way it exposes how ChatGPT can produce coherent answers that fail under pressure.

The video shows how SDA-3 shifts the model away from fluent answer-generation and towards structural extraction: identifying hidden assumptions, suppressed variables, unstable recommendations, and the few configurations that survive repeated constraint testing.

SDA-3 tl;dr: Mapping LLM Response Structure

This video is the short companion to the longer zombie-survival SDA-3 analysis. It explains the method directly: not as a zombie scenario, but as a structural process for making a large language model expose the pressures shaping its response.

The video introduces SDA-3 as a way to distinguish truth from coherent generation. It explains why the method does not reveal a model’s hidden reasoning, chain of thought, weights, or literal embedding space, but instead produces a structured estimate of what the response appears to depend on: central topics, adjacent topics, suppressed material, associated noise, and emerging signals.