Linear Representation Hypothesis

Anthropic researchers published a paper proposing that language models have a 'global workspace' for verbal thinking, introducing the concept of J-space to identify directions in residual space that i…

A new study decomposes the Platonic Representation Hypothesis into signal, bias, and noise, finding that cross-modal alignment in AI models stems from a universal linear encoding of object-attribute r…