Against Infinity presents BITOTEM as a structural counter to the infinite image generation of the AI era. Where contemporary AI systems produce billions of images with no fixed endpoint, BITOTEM defines a closed universe of exactly 10,000 totemic structures derived from the structural compression of financial volatility data.