AI RESEARCH

The Umwelt Representation Hypothesis: Rethinking Universality

arXiv CS.LG

ArXi:2604.17960v1 Announce Type: cross Recent studies reveal striking representational alignment between artificial neural networks (ANNs) and biological brains, leading to proposals that all sufficiently capable systems converge on universal representations of reality. Here, we argue that this claim of Universality is premature. We