Interpretability Arena
open the mechanism · intervene in the brain
Every recommendation exposes its observations, prior, pairwise compatibility, iteration-by-iteration strength, uncertainty, and response to intervention.
1 · Choose the remembered position
2 · Intervene on candidate labels
Uncheck a move to perform a causal intervention. The field is recomputed without it.
3 · Watch strengths settle
pᵢᵗ⁺¹ ∝ priorᵢ^α · pᵢᵗ · (0.35 + Σⱼ compatibility(i,j)pⱼᵗ)