Choose without seeing the future
Eight matched local swaps were scored from a short prefix. The Φ-forward and Φ-backward swaps were selected before any later action sequence was generated.
A tiny early perturbation chosen by information geometry changed how strongly a later intervention survived being followed by another intervention.
We stopped asking whether an information score merely rises before something interesting. We pushed the same early organism in opposite information-defined directions, then asked whether the meaning of later actions changed.
Eight matched local swaps were scored from a short prefix. The Φ-forward and Φ-backward swaps were selected before any later action sequence was generated.
Every treatment received the same random future and every ordered pair of four founder actions: 4 first actions × 4 second actions.
Holding the second action fixed, we measured how different the later fields remained when only the first action changed. That is causal memory: how much history survives being overwritten.
Φ-forward did not simply make the creature “more complex.” It selectively increased the field-level trace left by the first later action after the second action arrived.
The forward mean was 0.04523; the backward mean was 0.04131. Across the 38 family-schedule states, 21 favored forward, 13 favored backward, and the four zero-leverage states were exactly tied.
The same later action B overwrote less of action A when the organism had first been nudged in the Φ-forward direction.
This was not a generic increase in every measure. The information-directed perturbation found a specific axis of causal plasticity: whether developmental history remains readable after subsequent input.
The forward–backward memory contrast was precomputed in the future-blind analysis. Forward versus untouched was +0.00195 and forward versus the blind swap was +0.00365, but those separate post-opening intervals crossed zero. The clean statement is directional: opposite information-selected perturbations changed later field memory.
The average effect is not universal. Some organisms reverse it. That heterogeneity is useful: it gives us a map of which developmental states can convert an information push into memory.
Four family-schedule states had zero information leverage: the forward and backward selectors chose the exact same local swap. Across every later field metric and every passage, those paired trajectories were exactly identical.
That is unusually clean. It shows that treatment labels, output paths, and analysis bookkeeping did not manufacture the effect. A difference appeared only when the early physical state was actually pushed in a different direction.
The early state did not choose the organism’s final form outright. It changed how much later history the developing system retained. That is a direct bridge between information geometry and developmental commitment.
Flow Lenia has an early, physically steerable coordinate that changes whether future inputs are integrated into persistent developmental history or overwritten by what comes next.
This is not yet autonomous replication or a universal causal-emergence law. It is something more useful than a scalar precursor: a causal handle on the organism’s memory of interventions.