A DEVELOPMENTAL GEOMETRY DISCOVERY

The score came back.
The future had moved.

After eight free steps, adaptive feedback rebuilt a huge information split in every organism. But that split no longer narrowed the independent future repertoire. The developmental direction had separated from the instantaneous information gradient.

REACQUIRED q60 SPLIT
+1.60730/30 high branches above low
ADAPTIVE FUTURE EFFECT
+0.002no future narrowing at q60
STALE q45 ACTION
-0.006the older action still narrows the future
01 · THE CYCLE

Drive. Release. Reacquire.

q33 → q45

Track the moving direction

Four adaptive turns create the q48 split and narrow the microscopic future.

q48 → q56

Release for eight steps

The local split disappears. At q57, all eight actions are tested again from the released state.

q57 → q60

Reacquire the score direction

High chooses the new maximum; low chooses the new minimum. The q60 split is +1.607.

q61 → long future

Challenge independently

Nine matched futures ask whether the reacquired state has fewer ways to continue.

02 · MEMORY

The q48 split vanishes in one step.

q48: +1.393q49: -0.351q50: -0.145q51: -0.203q52: +0.074q53: -0.215q54: -0.049q55: +0.329q56: -0.050q57: +0.330q58: +0.282q59: -0.090q60: +0.049q48q50q52q54q56q58q60high − low whole-minus-sumselected q48 splitgone one step later

This is not a slowly draining reservoir. Whole-minus-sum is a local directional quantity: the deliberately selected +1.393 split at q48 becomes −0.351 at q49, then wanders around zero.

03 · REACQUISITION

The useful action rotates again.

28/30high branches reject their q45 action
26/30low branches reject their q45 action
20/30high selects an action never used before
17/30low selects an action never used before

The controller can find a new information direction at q57. It is genuinely state-dependent, and it recreates a clean q60 split.

adaptive rescue WMS high−low+1.607
95% interval [+1.168, +2.111]
stale replay WMS high−low-0.023
95% interval [-0.494, +0.389]
04 · THE SURPRISE

Reacquiring the score does not reacquire the future.

adaptive rescue future repertoire+0.002
95% interval [-0.007, +0.011]
stale q45 action future repertoire-0.006
95% interval [-0.011, -0.000]
adaptive minus stale+0.008
95% interval [+0.001, +0.016]
adaptive minus no rescue+0.001
95% interval [-0.012, +0.014]

At q60, maximizing the local information score no longer makes the high branch’s future narrower. Compared with the stale q45 action, it makes the high−low future contrast +0.008 wider, 95% CI [+0.001, +0.016].

The stale effect is not carried by one animal: every leave-one-ancestor mean stays negative. Six of eight organism groups point negative. This was a predeclared same-mass control, not a contrast invented after seeing the result.

05 · DEVELOPMENTAL WINDOW

The two directions align only at certain ages.

q36 · ONE PUSH
-0.0078

Local information direction and future narrowing align.

q48 · ADAPTIVE TRACKING
-0.0077

Tracking the rotating direction recovers almost the same contraction.

q60 · REACQUIRED
+0.0023

The score can still be controlled, but it no longer points toward fewer futures.

This is the new object: not a universal scalar called “commitment,” but a developmental window in which an information gradient aligns with the organism’s future-constraining direction.

06 · VISIBLE STATES

Same released organism, three q57 choices.

Representative: harmonic-dancer-0397. High branch left, low branch right.

released high q56released low q56
Released · q56
Before rescue.
adaptive rescue high q60adaptive rescue low q60
Adaptive rescue · q60
New score extrema.
stale replay high q60stale replay low q60
Stale q45 action · q60
Old direction replayed.
no rescue high q60no rescue low q60
No rescue · q60
Free continuation.
THE NEXT DIRECT SWING

Find the alignment window.

At a sequence of developmental ages, independently re-estimate the local information gradient, perturb high and low, then measure the untouched future repertoire. The target is a temporal map of where information geometry actually constrains development—and where it becomes merely a controllable readout.

IF THE WINDOW IS SHARP

We have a candidate signal of developmental commitment: a phase where whole-over-parts information and loss of future possibilities become causally aligned before the organism’s visible transition.

IF IT MOVES BY ORGANISM

Then we learn a state-dependent detector of readiness rather than a global clock—and can ask whether its peak predicts each organism’s own morphological turn.