We were asking
Does the sharpest turn in the information compass have the same causal meaning throughout development?
Flow Lenia / orientation
The Compass Turn Becomes Generative
From previously mapped response landscapes, the sharpest early action reordering was selected and its neighboring ages were opened into full future fans, revealing a shift from constrictive effects at q24 toward expansive effects later.
archivepost-selection causal exploration
This experiment found
The effect changed with age and was heterogeneous across organisms, an exploratory result that motivated later prospective alignment and sign-flip tests.
That sent us to
The prospective studies ask whether age-specific action alignment can be fixed before any future outcomes are visible.