Research
Our research explores the mathematical, structural, and economic dimensions of AI systems — ensuring that as intelligence scales, its connection to human creativity, attribution, and insight is preserved.

How a Transformer Model Loses Attribution: A Step-by-Step Example
As transformers grow more capable of understanding, they grow less capable of remembering who taught them.