linearity

This paper demonstrates that Transformers in LLMs exhibit linear superposition when combining inputs, supporting the Superposition Linearity Hypothesis, and introduces a guided decoding method to disentangle superposed outputs.

This paper examines the concepts of uniformity and linearity in literary summaries, analyzing their prevalence and implications for narrative structure.

A critical analysis of Linearity AI as emblematic of the AI market's trend toward rebranding existing tools with generic AI features, contrasting it with Claude Design's more integrated vision.