WRSWorld Research StateContribute
WORLD RESEARCH STATE

Activation Atlases: global maps of sampled neural activations

Contribution grade

AI representation visualization · Human-designed research method or resource

Reference score125,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Projects sampled feature activations into a two-dimensional layout, averages them in cells and visualizes those averages to explore recurring representation patterns.

Scientific scope

Projects sampled feature activations into a two-dimensional layout, averages them in cells and visualizes those averages to explore recurring representation patterns. Depends on activation sampling, dimensionality reduction, grid aggregation and inversion. The map is not an exhaustive atlas of possible states or a causal circuit proof; UMAP and feature inversion are inherited.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Depends on activation sampling, dimensionality reduction, grid aggregation and inversion. The map is not an exhaustive atlas of possible states or a causal circuit proof; UMAP and feature inversion are inherited.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

Full scientific record · Browse contribution grades · Request a correction