Specter / Flow Lenia
GARD-inspired Flow Lenia synthesis · public edition · 30 Aug 2026

The organism appears first in possibility space.

Each Flow Lenia run begins as a seeded, continuous multichannel field that is still reorganizing, and throughout this report developmental age means the number of simulation passages since that initial state; q8, q12, and the later q-checkpoints are scheduled observation times, not life stages inferred from appearance. Our first question was whether a perturbation applied during that reorganization could be repaired, in the specific sense that the disturbed run would recover the organization and trajectory of its matched, undisturbed counterpart, and whether that capacity might eventually lead us toward the replication-like behavior we had hoped to find.

We did not see that cleanly or consistently; however, there were strange things we kept noticing, because well before the field had settled into a persistent, organic-looking body, nearby interventions were already opening different futures. Across separate experiments, the effect of the same intervention changed sharply with age, and states that still looked similar could respond in ways that revealed different developmental histories. We followed those observations with prospective forecasts, exact future fans, closed-loop controls, releases, and hidden-composition transplants, and they now suggest that individuality first becomes visible in what the system can still become, while development gradually makes some of those possibilities harder to rewrite without forcing every sibling toward one final shape.

fresh prospective frozen direct held-out protocol correction post-hoc descriptive
01

Different futures are already open at q8.

The early action-world is as separated as it is at q32, while a whole-over-parts forecasting relation rises before sustained visible structure.

02

By q12→24, the response is recognizable.

A response fingerprint can re-identify its source specimen or genotype across the earliest interval tested, which left-censors its onset rather than locating a birth at q12 or anywhere else inside that window.

03

Development closes possibilities selectively.

Timing and spatial leverage harden while sibling shapes spread farther apart, so becoming harder to rewrite does not mean converging on one body.

01 · how we looked

To see this, we had to look beyond the picture.

A visible Flow Lenia frame shows where the matter is, although it does not show all of the channel composition hidden beneath that sum, nor does it tell us which nearby futures remain reachable; we therefore compared forecasts, interventions, and later responses from the same exact checkpoints.

One instrument, which we call whole-over-parts, compares how well the full state forecasts its next state with how well the strongest tested separable split forecasts it; when this difference rises, the whole is catching up with that split, although in the prospective precursor its absolute level remains negative and the best split still forecasts better at every measured phase. This is a forecasting comparison inspired by GARD and related compositional questions, not an identification with IIT Φ.

Because one score could easily mistake a convenient coordinate for a cause, we also intervened directly: we branched exact futures from the same checkpoint, applied matched writes at different ages, ran feedback policies and then released them, and swapped hidden channel composition while holding the visible field exactly fixed. The account that follows depends on where these different views agree, and it keeps their disagreements visible when they do not.

How whole-state and separable forecasting are comparedWhole-state prediction is compared with the strongest separable prediction from a split state. The difference is the report's whole-over-parts instrument. WHOLE STATE BEST SEPARABLE PREDICTION WHOLE − BEST SPLIT a forecasting comparison — distinct from IIT Φ
Schematic · the forecasting instrumentThis diagram explains the comparison without showing measured field values or implying that “the whole beats the parts.”
whole-over-parts = joint predictive information − strongest tested separable prediction
Future fan

One checkpoint, many exact continuations

We branch matched interventions or noise futures from the same saved state, then measure how far their later outcomes spread.

Visible / hidden

The same picture can hide different states

The visible field is the sum of its channels, so two exactly identical images can contain different channel mixtures and later respond differently.

Frozen / post-hoc

A question fixed before the run / a map drawn afterward

Frozen tests answer decisions written before their results were visible, while post-hoc panels help us understand a mechanism or design the next test without taking on that earlier status.

Five developmental evidence axesFive separable evidence axes arranged for synthesis rather than as a shared developmental chronology. The passport is already detectable at the earliest q12 to q24 interval and its onset is left-censored.five evidence axes · not one shared developmental clockq8ACTION WORLD
distinct futures already open
q12→24PASSPORT
already detectable; onset left-censored
pre-bodyINFORMATION RISE
whole catches its best split
turnSELECTIVE CLOSURE
timing and spatial leverage harden
matureACTIVE CONTROL
targets remain reachable
Synthesis map · five separable evidence axesThe horizontal placement organizes the report; it is explicitly not developmental order. Passport onset is left-censored because re-identification already succeeds at q12→24.
Action-world, passport, information, closure, and control are deliberately kept on different clocks.
02 · before the silhouette

Before a persistent body can be seen, interventions already open different futures.

We found this in two independent ways: a fresh prospective run showed the whole-over-parts relation rising during the reorganization that precedes sustained form, while a fixed-age branching assay found that the alternative futures opened at q8 were already at least as separated as those opened at q32.

Three grayscale Flow Lenia field frames from the same prospective trajectory. The first is a dense artificial square; by step 42 it has reorganized into an elongated striped form; by step 74 that form persists with further internal rearrangement.
Native held-out frames · the same prospective trajectory moves from an artificial square through a pre-form reorganization to a persistent elongated body. Embedded PNG SHA 3e5670c3ad3ab7d2beab36cdb529eb2d66f42816cfbc9ccbbd80027dbe2d1d4c.
Early forecasting and future-separation resultsThe pre-morphogenesis whole-over-parts rise and its Phi-R MMI companion have positive intervals. A held-out event classifier barely improves, while the early q8 action world already has slightly more future separation than q32.prospective change before sustained morphologywhole−sum rise+0.364 [+0.231, +0.502]Φ-R MMI companion+0.171 [+0.084, +0.255]AT q8: 104.4% OF q32 FUTURE SEPARATIONheld-out event-prediction AUC changes by only +0.00043 when whole−sum is added
Measured · two kinds of early evidenceThe intervals are family/window bootstrap intervals from the bound result files. The q8 ratio is descriptive fixed-age evidence.
prospective descriptive
prospective whole−sum rise+0.364

The 95% interval is +0.231 to +0.502, with 39/54 eligible windows and 15/16 family means positive; the rise is a catch-up of about 4% of the whole-state ~8.76 nats, while the best split remains ahead.

held-out event prediction+0.00043 AUC

Adding whole−sum changes held-out AUC from 0.8089 to 0.8093, so prediction of the specific visible event remains unresolved even though the broader pre-form relation rises.

prospective repertoireρ = −0.248

Whole−sum predicts a narrower future timing range after checkpoint, shape, topology, size, and raw-change controls; interval −0.420 to −0.045.

fixed q8 action-world104.4%

Future-history separation at q8 is 104.4% of q32 across 39 organisms and 5,616 futures.

When we aligned runs retrospectively to their visible transition, whole-over-parts moved from −1.75 early to −0.32 at the transition, a +1.43 rise in all 16 families; that atlas told us where the change tended to occur, while the separate prospective run tested whether anything could be seen without knowing the future first.
However, the geometry behaved like a clockit did not behave like a lever

Past-only geometry tracked developmental progress, with 39 of 62 trajectories moving strictly in one direction, but adding it to ordinary controls made the held-out countdown slightly worse rather than better: error changed from 39.88 to 40.46 steps. Direct interventions chosen to be Φ-high or Φ-low were equally awkward as a universal control, because their effects changed sign with phase.

Those results made the geometry useful in a different way, because it could tell us where a run was in its reorganization even though pushing the score itself did not reliably advance that process.

03 · selective closure

Development closes some possibilities while leaving shape plural.

As the field reorganizes, event timing becomes less variable, spatial interventions lose leverage, and the effect of one action becomes less dependent on which action preceded it; yet sibling runs continue to spread across a wider range of mature shapes, so the loss of one freedom does not imply the loss of all the others.

future timing repertoireρ = −0.248

In a fresh, future-blind cohort, higher prospective whole−sum predicts less timing spread across nine matched futures.

gate release memory+0.075

After release, the cumulative open-minus-closed causal-history distance is +0.075, with interval +0.059 to +0.090 and the same direction in 16/16 families.

spatial leverage+0.00290

The turn exceeds two passages later by +0.00290, interval +0.00049 to +0.00529, although the predeclared requirement that the effect persist for four passages was not met.

action grammar rewrite+0.002935

Context rewrites the second-action geometry more before the turn than after it, with difference +0.002935 and interval +0.000493 to +0.005409 across 19 families.

A two-by-two grid of real Flow Lenia fields for specimen s63. Columns compare release at step 32 with the later field at step 256. Rows compare the max-selected and min-selected feedback histories. Both histories form structured bodies, but their later morphologies remain visibly distinct.
Native pulse-release comparison · histories chosen by opposite feedback policies remain morphologically distinct after release. This is branch memory, not persistent target-relative controller advantage. Embedded PNG SHA a6e9572da0d7d71a4104284ea0f06da81f34d9af0ccdff358ec5154e6a5263bb.
Timing closes

Future event times become less variable.

The strongest prospective relation is with a contraction in timing range, although a direct nested branching primary on timing itself was flat and only its predeclared fine-field secondary moved, by roughly 2.3%.

Spatial leverage closes

Where the matter sits matters from the beginning.

When we scrambled the same cells while preserving genotype, mass, composition, and world, formation slowed by 12.85, 22.51, and 30.59 passages at successively finer scrambling scales.

Action grammar hardens

A second action becomes less dependent on the first.

After the turn, the six-edge geometry of second-action outcomes changes less when we vary the first-action context, which is the specific sense in which the action grammar becomes harder to rewrite.

Shape stays plural

Siblings fan outward instead of converging.

Initialization-perturbed width grows from 0.032 at age 60 to 0.079 at age 900, so here commitment means increasing rigidity within an individuating history, not convergence on one silhouette.

Exact visible-state controlthe same picture can contain a different future

Across 156 transplant starts, the visible fields were bit-for-bit identical while their hidden channel composition differed; the frozen donor-axis primary was flat, +0.050 [−0.258,+0.370], and hybrids remained farther from the donor than the host in all 16 families. However, a predeclared secondary followed 27.9% of the donor’s natural growth direction [12.1%,47.2%] in 14/16 families, with a strong directional asymmetry.

A fresh transplant of older composition did not advance the developmental clock, while a separate post-hoc counterweight found that hidden displacement restrained later radius, −0.096 [−0.156,−0.043]. Taken together, these experiments show that hidden composition changes what happens next, although it does not act like a simple donor identity or a portable older-state clock. frozen posthoc

04 · following the fine-shape clue

The small shape effect did not repeat cleanly, and the distinction became sharper.

We ran four sibling experiments around the earlier “fine-shape closure” observation, and only one part of that picture survived clearly: a matched push has much less influence on later futures as the system ages, even though siblings do not converge and the fresh confirmation cannot resolve the original tiny shape contrast.

What happened when we repeated it

The earlier effect remains possible, although it is not confirmed.

The first −0.00399 fine-shape result came from one predeclared secondary contrast, while its structural-peak timing arm was selected after the data were visible and only 5 of 78 predeclared contrasts separated from zero. We then made that shape contrast the sole primary in a fresh 12-family experiment, which returned an interval crossing zero.

Four direct follow-up resultsFour direct follow-ups: fine-shape confirmation unresolved, steerability prediction met, basin contraction reversed, and history-disambiguation primary unresolved. A pre-named lookalike-count secondary fell sharply.fine-shape confirmation-0.0019 [-0.0076, +0.0038]UNRESOLVEDsteerability by age+0.0038 [+0.0018, +0.0054]METbasin width contraction-0.0378 [-0.0436, -0.0329]WRONG WAYhistory disambiguation+0.0066 [-0.0256, +0.0380]UNRESOLVEDPre-named secondary, while the primary remains unresolved: lookalikes collapse 6,144 → 1,665; Spearman ρ = −0.988.
Frozen follow-ups · prediction-by-predictionThe four rows have different units; they are intentionally not plotted on one shared numeric axis.
frozen The lookalike-count line is a pre-named secondary.
fine shape sole primary−0.0019

The interval runs from −0.0076 to +0.0038, with six families in each direction and no arm contrast separating from zero; the earlier −0.0040 remains within what a 12-family cohort could miss.

steerability prediction+0.00385

Pre-turn pushes move later futures more than post-turn pushes, with interval +0.00185 to +0.00545 and the same direction in 15/16 families; push divergence falls by about 69% with age.

basin-width prediction−0.0378

The frozen prediction expected early width to exceed late width, but every family went in the opposite direction as siblings spread farther apart with age.

history primary+0.0066

The matched-present future-distance ratio does not rise cleanly, while a separate pre-named lookalike count collapses from 6,144 to 1,665 with ρ −0.988.

What survives is a cleaner distinction: an individual body can become harder to redirect even while its sibling population occupies a wider range of mature forms.
05 · developmental causal impedance

The same standardized write produces less future change as the body ages.

We applied the same fixed intervention at 19 developmental ages across 64 organisms in 16 groups, producing 7,296 exact futures; although the write continued to touch essentially the same fraction of matter, its downstream effect steadily weakened, and that damping extended across development rather than beginning abruptly at the information turn.

Native grayscale Flow Lenia frame from specimen s01 at developmental age 60.
age 607a1c39cb45
Native grayscale Flow Lenia frame from specimen s01 at developmental age 180.
age 180c56cf492b3
Native grayscale Flow Lenia frame from specimen s01 at developmental age 380.
age 380fa119a60ab
Native grayscale Flow Lenia frame from specimen s01 at developmental age 580.
age 5807a10935016
Native grayscale Flow Lenia frame from specimen s01 at developmental age 780.
age 780ed28a6850c
Development changes the effective write channelSelected swap dose rises strongly with age while realized shape entry at horizon four declines.Requested swap dosefraction of eligible pairs0.000.180.360.540.7260180380580780developmental ageRealized shape entry at +4D4 distance0.00000.00030.00070.00100.001460180380580780developmental age
Frozen dose response · entry and recoveryFixed-dose D4 declines from 0.002061 early to 0.000186 late, a ~91% loss. Affected matter fraction remains 0.11940 versus 0.11904.
frozen The approximate dose-match arm is not an exact matched-dose experiment.
The disturbance propagates less through older bodiesTwo heatmaps show mean D4 distance across seven future horizons and nineteen developmental ages for fixed and approximately matched interventions.same 0.12 command+4+8+16+32+64+120+24060same 0.12 command, age 60, horizon 4: 0.002740same 0.12 command, age 60, horizon 8: 0.005234same 0.12 command, age 60, horizon 16: 0.006784same 0.12 command, age 60, horizon 32: 0.007508same 0.12 command, age 60, horizon 64: 0.008074same 0.12 command, age 60, horizon 120: 0.008877same 0.12 command, age 60, horizon 240: 0.015545100same 0.12 command, age 100, horizon 4: 0.002524same 0.12 command, age 100, horizon 8: 0.004985same 0.12 command, age 100, horizon 16: 0.005935same 0.12 command, age 100, horizon 32: 0.006057same 0.12 command, age 100, horizon 64: 0.005975same 0.12 command, age 100, horizon 120: 0.008426same 0.12 command, age 100, horizon 240: 0.014920140same 0.12 command, age 140, horizon 4: 0.001727same 0.12 command, age 140, horizon 8: 0.003684same 0.12 command, age 140, horizon 16: 0.003962same 0.12 command, age 140, horizon 32: 0.004384same 0.12 command, age 140, horizon 64: 0.005415same 0.12 command, age 140, horizon 120: 0.007266same 0.12 command, age 140, horizon 240: 0.014530180same 0.12 command, age 180, horizon 4: 0.001254same 0.12 command, age 180, horizon 8: 0.002540same 0.12 command, age 180, horizon 16: 0.003136same 0.12 command, age 180, horizon 32: 0.003635same 0.12 command, age 180, horizon 64: 0.004624same 0.12 command, age 180, horizon 120: 0.007389same 0.12 command, age 180, horizon 240: 0.014350220same 0.12 command, age 220, horizon 4: 0.000816same 0.12 command, age 220, horizon 8: 0.001721same 0.12 command, age 220, horizon 16: 0.002161same 0.12 command, age 220, horizon 32: 0.002531same 0.12 command, age 220, horizon 64: 0.003682same 0.12 command, age 220, horizon 120: 0.006374same 0.12 command, age 220, horizon 240: 0.013147260same 0.12 command, age 260, horizon 4: 0.000661same 0.12 command, age 260, horizon 8: 0.001666same 0.12 command, age 260, horizon 16: 0.002075same 0.12 command, age 260, horizon 32: 0.002268same 0.12 command, age 260, horizon 64: 0.003546same 0.12 command, age 260, horizon 120: 0.006806same 0.12 command, age 260, horizon 240: 0.012718300same 0.12 command, age 300, horizon 4: 0.000535same 0.12 command, age 300, horizon 8: 0.000854same 0.12 command, age 300, horizon 16: 0.001368same 0.12 command, age 300, horizon 32: 0.001653same 0.12 command, age 300, horizon 64: 0.002803same 0.12 command, age 300, horizon 120: 0.004623same 0.12 command, age 300, horizon 240: 0.010071340same 0.12 command, age 340, horizon 4: 0.000381same 0.12 command, age 340, horizon 8: 0.000629same 0.12 command, age 340, horizon 16: 0.001087same 0.12 command, age 340, horizon 32: 0.001128same 0.12 command, age 340, horizon 64: 0.001875same 0.12 command, age 340, horizon 120: 0.004039same 0.12 command, age 340, horizon 240: 0.009389380same 0.12 command, age 380, horizon 4: 0.000340same 0.12 command, age 380, horizon 8: 0.000547same 0.12 command, age 380, horizon 16: 0.000710same 0.12 command, age 380, horizon 32: 0.001288same 0.12 command, age 380, horizon 64: 0.001577same 0.12 command, age 380, horizon 120: 0.003667same 0.12 command, age 380, horizon 240: 0.008124420same 0.12 command, age 420, horizon 4: 0.000328same 0.12 command, age 420, horizon 8: 0.000365same 0.12 command, age 420, horizon 16: 0.000496same 0.12 command, age 420, horizon 32: 0.000984same 0.12 command, age 420, horizon 64: 0.001757same 0.12 command, age 420, horizon 120: 0.002893same 0.12 command, age 420, horizon 240: 0.007032460same 0.12 command, age 460, horizon 4: 0.000407same 0.12 command, age 460, horizon 8: 0.000366same 0.12 command, age 460, horizon 16: 0.000386same 0.12 command, age 460, horizon 32: 0.000864same 0.12 command, age 460, horizon 64: 0.001482same 0.12 command, age 460, horizon 120: 0.003067same 0.12 command, age 460, horizon 240: 0.007187500same 0.12 command, age 500, horizon 4: 0.000236same 0.12 command, age 500, horizon 8: 0.000271same 0.12 command, age 500, horizon 16: 0.000502same 0.12 command, age 500, horizon 32: 0.000633same 0.12 command, age 500, horizon 64: 0.001360same 0.12 command, age 500, horizon 120: 0.002949same 0.12 command, age 500, horizon 240: 0.006631540same 0.12 command, age 540, horizon 4: 0.000138same 0.12 command, age 540, horizon 8: 0.000221same 0.12 command, age 540, horizon 16: 0.000407same 0.12 command, age 540, horizon 32: 0.000676same 0.12 command, age 540, horizon 64: 0.001617same 0.12 command, age 540, horizon 120: 0.002598same 0.12 command, age 540, horizon 240: 0.005474580same 0.12 command, age 580, horizon 4: 0.000177same 0.12 command, age 580, horizon 8: 0.000414same 0.12 command, age 580, horizon 16: 0.000672same 0.12 command, age 580, horizon 32: 0.000797same 0.12 command, age 580, horizon 64: 0.001030same 0.12 command, age 580, horizon 120: 0.002381same 0.12 command, age 580, horizon 240: 0.005346620same 0.12 command, age 620, horizon 4: 0.000115same 0.12 command, age 620, horizon 8: 0.000187same 0.12 command, age 620, horizon 16: 0.000436same 0.12 command, age 620, horizon 32: 0.000614same 0.12 command, age 620, horizon 64: 0.001346same 0.12 command, age 620, horizon 120: 0.002065same 0.12 command, age 620, horizon 240: 0.004959660same 0.12 command, age 660, horizon 4: 0.000232same 0.12 command, age 660, horizon 8: 0.000122same 0.12 command, age 660, horizon 16: 0.000256same 0.12 command, age 660, horizon 32: 0.000467same 0.12 command, age 660, horizon 64: 0.001090same 0.12 command, age 660, horizon 120: 0.002086same 0.12 command, age 660, horizon 240: 0.005191700same 0.12 command, age 700, horizon 4: 0.000182same 0.12 command, age 700, horizon 8: 0.000191same 0.12 command, age 700, horizon 16: 0.000240same 0.12 command, age 700, horizon 32: 0.000365same 0.12 command, age 700, horizon 64: 0.000781same 0.12 command, age 700, horizon 120: 0.001818same 0.12 command, age 700, horizon 240: 0.004228740same 0.12 command, age 740, horizon 4: 0.000193same 0.12 command, age 740, horizon 8: 0.000127same 0.12 command, age 740, horizon 16: 0.000170same 0.12 command, age 740, horizon 32: 0.000424same 0.12 command, age 740, horizon 64: 0.000780same 0.12 command, age 740, horizon 120: 0.001735same 0.12 command, age 740, horizon 240: 0.004173780same 0.12 command, age 780, horizon 4: 0.000138same 0.12 command, age 780, horizon 8: 0.000149same 0.12 command, age 780, horizon 16: 0.000147same 0.12 command, age 780, horizon 32: 0.000296same 0.12 command, age 780, horizon 64: 0.000796same 0.12 command, age 780, horizon 120: 0.001950same 0.12 command, age 780, horizon 240: 0.004358approximately entry-matched+4+8+16+32+64+120+240approximately entry-matched, age 60, horizon 4: 0.001027approximately entry-matched, age 60, horizon 8: 0.004154approximately entry-matched, age 60, horizon 16: 0.006640approximately entry-matched, age 60, horizon 32: 0.007242approximately entry-matched, age 60, horizon 64: 0.007768approximately entry-matched, age 60, horizon 120: 0.008772approximately entry-matched, age 60, horizon 240: 0.015191approximately entry-matched, age 100, horizon 4: 0.000798approximately entry-matched, age 100, horizon 8: 0.003957approximately entry-matched, age 100, horizon 16: 0.005851approximately entry-matched, age 100, horizon 32: 0.005887approximately entry-matched, age 100, horizon 64: 0.005804approximately entry-matched, age 100, horizon 120: 0.008200approximately entry-matched, age 100, horizon 240: 0.014804approximately entry-matched, age 140, horizon 4: 0.000671approximately entry-matched, age 140, horizon 8: 0.002561approximately entry-matched, age 140, horizon 16: 0.003809approximately entry-matched, age 140, horizon 32: 0.004229approximately entry-matched, age 140, horizon 64: 0.005170approximately entry-matched, age 140, horizon 120: 0.007111approximately entry-matched, age 140, horizon 240: 0.014030approximately entry-matched, age 180, horizon 4: 0.000605approximately entry-matched, age 180, horizon 8: 0.001978approximately entry-matched, age 180, horizon 16: 0.002945approximately entry-matched, age 180, horizon 32: 0.003289approximately entry-matched, age 180, horizon 64: 0.004447approximately entry-matched, age 180, horizon 120: 0.007375approximately entry-matched, age 180, horizon 240: 0.014507approximately entry-matched, age 220, horizon 4: 0.000536approximately entry-matched, age 220, horizon 8: 0.001471approximately entry-matched, age 220, horizon 16: 0.002266approximately entry-matched, age 220, horizon 32: 0.002655approximately entry-matched, age 220, horizon 64: 0.004177approximately entry-matched, age 220, horizon 120: 0.006910approximately entry-matched, age 220, horizon 240: 0.013742approximately entry-matched, age 260, horizon 4: 0.000513approximately entry-matched, age 260, horizon 8: 0.001136approximately entry-matched, age 260, horizon 16: 0.002044approximately entry-matched, age 260, horizon 32: 0.002434approximately entry-matched, age 260, horizon 64: 0.003945approximately entry-matched, age 260, horizon 120: 0.006921approximately entry-matched, age 260, horizon 240: 0.013295approximately entry-matched, age 300, horizon 4: 0.000486approximately entry-matched, age 300, horizon 8: 0.000929approximately entry-matched, age 300, horizon 16: 0.001488approximately entry-matched, age 300, horizon 32: 0.002164approximately entry-matched, age 300, horizon 64: 0.003321approximately entry-matched, age 300, horizon 120: 0.005565approximately entry-matched, age 300, horizon 240: 0.012468approximately entry-matched, age 340, horizon 4: 0.000485approximately entry-matched, age 340, horizon 8: 0.000837approximately entry-matched, age 340, horizon 16: 0.001449approximately entry-matched, age 340, horizon 32: 0.001532approximately entry-matched, age 340, horizon 64: 0.002464approximately entry-matched, age 340, horizon 120: 0.004789approximately entry-matched, age 340, horizon 240: 0.010469approximately entry-matched, age 380, horizon 4: 0.000449approximately entry-matched, age 380, horizon 8: 0.000712approximately entry-matched, age 380, horizon 16: 0.000886approximately entry-matched, age 380, horizon 32: 0.001690approximately entry-matched, age 380, horizon 64: 0.002381approximately entry-matched, age 380, horizon 120: 0.004371approximately entry-matched, age 380, horizon 240: 0.009591approximately entry-matched, age 420, horizon 4: 0.000528approximately entry-matched, age 420, horizon 8: 0.000623approximately entry-matched, age 420, horizon 16: 0.000943approximately entry-matched, age 420, horizon 32: 0.001633approximately entry-matched, age 420, horizon 64: 0.002307approximately entry-matched, age 420, horizon 120: 0.004157approximately entry-matched, age 420, horizon 240: 0.008523approximately entry-matched, age 460, horizon 4: 0.000443approximately entry-matched, age 460, horizon 8: 0.000653approximately entry-matched, age 460, horizon 16: 0.000870approximately entry-matched, age 460, horizon 32: 0.001496approximately entry-matched, age 460, horizon 64: 0.002050approximately entry-matched, age 460, horizon 120: 0.003686approximately entry-matched, age 460, horizon 240: 0.007654approximately entry-matched, age 500, horizon 4: 0.000445approximately entry-matched, age 500, horizon 8: 0.000610approximately entry-matched, age 500, horizon 16: 0.000699approximately entry-matched, age 500, horizon 32: 0.000973approximately entry-matched, age 500, horizon 64: 0.002165approximately entry-matched, age 500, horizon 120: 0.003678approximately entry-matched, age 500, horizon 240: 0.007601approximately entry-matched, age 540, horizon 4: 0.000442approximately entry-matched, age 540, horizon 8: 0.000558approximately entry-matched, age 540, horizon 16: 0.000816approximately entry-matched, age 540, horizon 32: 0.001213approximately entry-matched, age 540, horizon 64: 0.002331approximately entry-matched, age 540, horizon 120: 0.003509approximately entry-matched, age 540, horizon 240: 0.006949approximately entry-matched, age 580, horizon 4: 0.000455approximately entry-matched, age 580, horizon 8: 0.000876approximately entry-matched, age 580, horizon 16: 0.001167approximately entry-matched, age 580, horizon 32: 0.001394approximately entry-matched, age 580, horizon 64: 0.002016approximately entry-matched, age 580, horizon 120: 0.003851approximately entry-matched, age 580, horizon 240: 0.006780approximately entry-matched, age 620, horizon 4: 0.000444approximately entry-matched, age 620, horizon 8: 0.000457approximately entry-matched, age 620, horizon 16: 0.000826approximately entry-matched, age 620, horizon 32: 0.001429approximately entry-matched, age 620, horizon 64: 0.002211approximately entry-matched, age 620, horizon 120: 0.003432approximately entry-matched, age 620, horizon 240: 0.006342approximately entry-matched, age 660, horizon 4: 0.000424approximately entry-matched, age 660, horizon 8: 0.000440approximately entry-matched, age 660, horizon 16: 0.000498approximately entry-matched, age 660, horizon 32: 0.000990approximately entry-matched, age 660, horizon 64: 0.001885approximately entry-matched, age 660, horizon 120: 0.003320approximately entry-matched, age 660, horizon 240: 0.006150approximately entry-matched, age 700, horizon 4: 0.000514approximately entry-matched, age 700, horizon 8: 0.000622approximately entry-matched, age 700, horizon 16: 0.000808approximately entry-matched, age 700, horizon 32: 0.000990approximately entry-matched, age 700, horizon 64: 0.001640approximately entry-matched, age 700, horizon 120: 0.003397approximately entry-matched, age 700, horizon 240: 0.005990approximately entry-matched, age 740, horizon 4: 0.000440approximately entry-matched, age 740, horizon 8: 0.000541approximately entry-matched, age 740, horizon 16: 0.000557approximately entry-matched, age 740, horizon 32: 0.001248approximately entry-matched, age 740, horizon 64: 0.001954approximately entry-matched, age 740, horizon 120: 0.002962approximately entry-matched, age 740, horizon 240: 0.005873approximately entry-matched, age 780, horizon 4: 0.000434approximately entry-matched, age 780, horizon 8: 0.000448approximately entry-matched, age 780, horizon 16: 0.000584approximately entry-matched, age 780, horizon 32: 0.000867approximately entry-matched, age 780, horizon 64: 0.001507approximately entry-matched, age 780, horizon 120: 0.002998approximately entry-matched, age 780, horizon 240: 0.005583smaller downstream displacementlargerdevelopmental age
Frozen age × horizon map · downstream dampingFixed-dose differences remain separated at D120 and D240, while the proposed turn-specific whole-minus-sum gate is flat (p=0.2105).
The measured damping is development-wide, and this experiment does not locate its beginning at the information turn.
fixed .12 · D4−0.001875

The late-minus-early difference is −0.001875, with interval −0.002155 to −0.001579 and the same direction in all 16 families.

physical write~40% smaller

Realized matter L1 falls from 56.94 to 34.18, but normalizing by the physical write makes D4 fall still further, to factor 0.0799 [0.0661,0.0969].

approximate match51.5%

Only 1,880 of 3,648 selected matches lie within 25% of the target, and the early dose-floor fallback was used in 401/768, so this arm is explicitly approximate.

common supportpost-hoc survives

Restricting the post-hoc comparison to common support leaves D120 and D240 damping at −0.00461 and −0.00889, with the same direction in all 16 families.

06 · the controller tournament

Whole-state feedback reaches the target while it is active, although its unique edge disappears.

We compared whole-state feedback with sham, replay, and the strongest local controller available for each instance; after correcting the comparator exactly as the frozen plan required, whole-state feedback still moved the target, but it did not outperform the best restricted alternative and did not gain a larger advantage with development.

One comparator error, repaired

The earlier joint “pass” has been replaced by the corrected result.

The frozen plan put sham=0 inside the maximum comparator, but the first analysis accidentally left it out; the corrected result, SHA 4b30ab79…, therefore replaces the original result, SHA 25e2802b…, whenever we compare the controllers jointly.

Active achievement survives; unique advantage does notA corrected forest plot shows positive whole-versus-sham mature achievement, unresolved mature advantage and developmental gain, and a negative held-out release advantage.−10−5+0+5Mature whole vs shamfrozen active achievement · 16 families+4.232 [+3.417, +5.027]Mature whole advantagecorrected primary · 16 families+0.386 [−0.676, +1.292]Developmental gaincorrected primary · 16 families+0.633 [−0.563, +1.661]Whole advantage at +128frozen held-out · 16 families−6.583 [−11.250, −2.798]target-achievement contrast
Corrected frozen forest · achievement versus advantageWhole-state feedback actively moves the target, but restricted alternatives are competitive. The joint primary is not met.
corrected sham included in the per-instance comparator.
whole vs sham+4.2318

The interval is +3.4167 to +5.0271, with the same direction in 16/16 families, so active target achievement survives the correction.

whole advantage+0.3857

Against the strongest per-instance sham, replay, or local comparator, the interval is -0.6762 to +1.2916 and crosses zero.

developmental gain+0.6330

The change in comparative advantage with development has interval -0.5633 to +1.6612, which also crosses zero.

held-out +128-6.5831

At the frozen held-out endpoint, the interval is -11.2502 to -2.7983 and 12/16 families are negative, so the comparative advantage reverses after release.

The comparative edge reverses after releaseWhole-policy advantage is near zero at the active endpoint and becomes negative over the release horizon; the plus 128 endpoint was frozen and held out.−10−5+0+0+1+4+8+16+32+64+128steps after the controller is releasedwhole-policy advantage
Release curve · the comparative edge does not persistOnly +128 is the frozen held-out endpoint. Intermediate ages are post-hoc descriptive. The result concerns whole-policy advantage over comparators, not absolute target control after release.
heldout +128 exact frozen statistic: −6.5831 [−11.2502, −2.7983]
Different observers take different four-action routesTwo 192-cell matrices show Hamming distance between the whole policy and partition or local policy action sequences.whole vs partitionmean Hamming 3.09/4 · exact matches 5/1921 · age 60 · compact-solid-round: 4/4 actions differ1 · age 60 · expansive-skeletal-elongated: 3/4 actions differ1 · age 380 · compact-solid-round: 3/4 actions differ1 · age 380 · expansive-skeletal-elongated: 2/4 actions differ1 · age 780 · compact-solid-round: 3/4 actions differ1 · age 780 · expansive-skeletal-elongated: 4/4 actions differ4 · age 60 · compact-solid-round: 3/4 actions differ4 · age 60 · expansive-skeletal-elongated: 3/4 actions differ4 · age 380 · compact-solid-round: 2/4 actions differ4 · age 380 · expansive-skeletal-elongated: 3/4 actions differ4 · age 780 · compact-solid-round: 4/4 actions differ4 · age 780 · expansive-skeletal-elongated: 3/4 actions differ5 · age 60 · compact-solid-round: 2/4 actions differ5 · age 60 · expansive-skeletal-elongated: 2/4 actions differ5 · age 380 · compact-solid-round: 0/4 actions differ5 · age 380 · expansive-skeletal-elongated: 4/4 actions differ5 · age 780 · compact-solid-round: 3/4 actions differ5 · age 780 · expansive-skeletal-elongated: 4/4 actions differ7 · age 60 · compact-solid-round: 0/4 actions differ7 · age 60 · expansive-skeletal-elongated: 4/4 actions differ7 · age 380 · compact-solid-round: 2/4 actions differ7 · age 380 · expansive-skeletal-elongated: 1/4 actions differ7 · age 780 · compact-solid-round: 3/4 actions differ7 · age 780 · expansive-skeletal-elongated: 2/4 actions differ9 · age 60 · compact-solid-round: 4/4 actions differ9 · age 60 · expansive-skeletal-elongated: 2/4 actions differ9 · age 380 · compact-solid-round: 3/4 actions differ9 · age 380 · expansive-skeletal-elongated: 0/4 actions differ9 · age 780 · compact-solid-round: 4/4 actions differ9 · age 780 · expansive-skeletal-elongated: 2/4 actions differ12 · age 60 · compact-solid-round: 3/4 actions differ12 · age 60 · expansive-skeletal-elongated: 4/4 actions differ12 · age 380 · compact-solid-round: 4/4 actions differ12 · age 380 · expansive-skeletal-elongated: 3/4 actions differ12 · age 780 · compact-solid-round: 3/4 actions differ12 · age 780 · expansive-skeletal-elongated: 3/4 actions differ13 · age 60 · compact-solid-round: 4/4 actions differ13 · age 60 · expansive-skeletal-elongated: 2/4 actions differ13 · age 380 · compact-solid-round: 4/4 actions differ13 · age 380 · expansive-skeletal-elongated: 4/4 actions differ13 · age 780 · compact-solid-round: 3/4 actions differ13 · age 780 · expansive-skeletal-elongated: 0/4 actions differ14 · age 60 · compact-solid-round: 4/4 actions differ14 · age 60 · expansive-skeletal-elongated: 3/4 actions differ14 · age 380 · compact-solid-round: 4/4 actions differ14 · age 380 · expansive-skeletal-elongated: 1/4 actions differ14 · age 780 · compact-solid-round: 3/4 actions differ14 · age 780 · expansive-skeletal-elongated: 3/4 actions differ18 · age 60 · compact-solid-round: 1/4 actions differ18 · age 60 · expansive-skeletal-elongated: 4/4 actions differ18 · age 380 · compact-solid-round: 3/4 actions differ18 · age 380 · expansive-skeletal-elongated: 4/4 actions differ18 · age 780 · compact-solid-round: 3/4 actions differ18 · age 780 · expansive-skeletal-elongated: 3/4 actions differ19 · age 60 · compact-solid-round: 4/4 actions differ19 · age 60 · expansive-skeletal-elongated: 3/4 actions differ19 · age 380 · compact-solid-round: 4/4 actions differ19 · age 380 · expansive-skeletal-elongated: 4/4 actions differ19 · age 780 · compact-solid-round: 4/4 actions differ19 · age 780 · expansive-skeletal-elongated: 4/4 actions differ21 · age 60 · compact-solid-round: 1/4 actions differ21 · age 60 · expansive-skeletal-elongated: 4/4 actions differ21 · age 380 · compact-solid-round: 2/4 actions differ21 · age 380 · expansive-skeletal-elongated: 2/4 actions differ21 · age 780 · compact-solid-round: 4/4 actions differ21 · age 780 · expansive-skeletal-elongated: 4/4 actions differ22 · age 60 · compact-solid-round: 3/4 actions differ22 · age 60 · expansive-skeletal-elongated: 3/4 actions differ22 · age 380 · compact-solid-round: 1/4 actions differ22 · age 380 · expansive-skeletal-elongated: 4/4 actions differ22 · age 780 · compact-solid-round: 4/4 actions differ22 · age 780 · expansive-skeletal-elongated: 3/4 actions differ25 · age 60 · compact-solid-round: 4/4 actions differ25 · age 60 · expansive-skeletal-elongated: 3/4 actions differ25 · age 380 · compact-solid-round: 4/4 actions differ25 · age 380 · expansive-skeletal-elongated: 3/4 actions differ25 · age 780 · compact-solid-round: 2/4 actions differ25 · age 780 · expansive-skeletal-elongated: 4/4 actions differ28 · age 60 · compact-solid-round: 1/4 actions differ28 · age 60 · expansive-skeletal-elongated: 3/4 actions differ28 · age 380 · compact-solid-round: 4/4 actions differ28 · age 380 · expansive-skeletal-elongated: 4/4 actions differ28 · age 780 · compact-solid-round: 4/4 actions differ28 · age 780 · expansive-skeletal-elongated: 3/4 actions differ31 · age 60 · compact-solid-round: 3/4 actions differ31 · age 60 · expansive-skeletal-elongated: 4/4 actions differ31 · age 380 · compact-solid-round: 4/4 actions differ31 · age 380 · expansive-skeletal-elongated: 3/4 actions differ31 · age 780 · compact-solid-round: 3/4 actions differ31 · age 780 · expansive-skeletal-elongated: 4/4 actions differ32 · age 60 · compact-solid-round: 2/4 actions differ32 · age 60 · expansive-skeletal-elongated: 3/4 actions differ32 · age 380 · compact-solid-round: 4/4 actions differ32 · age 380 · expansive-skeletal-elongated: 4/4 actions differ32 · age 780 · compact-solid-round: 3/4 actions differ32 · age 780 · expansive-skeletal-elongated: 4/4 actions differ34 · age 60 · compact-solid-round: 3/4 actions differ34 · age 60 · expansive-skeletal-elongated: 4/4 actions differ34 · age 380 · compact-solid-round: 4/4 actions differ34 · age 380 · expansive-skeletal-elongated: 4/4 actions differ34 · age 780 · compact-solid-round: 2/4 actions differ34 · age 780 · expansive-skeletal-elongated: 3/4 actions differ36 · age 60 · compact-solid-round: 3/4 actions differ36 · age 60 · expansive-skeletal-elongated: 4/4 actions differ36 · age 380 · compact-solid-round: 3/4 actions differ36 · age 380 · expansive-skeletal-elongated: 2/4 actions differ36 · age 780 · compact-solid-round: 3/4 actions differ36 · age 780 · expansive-skeletal-elongated: 4/4 actions differ37 · age 60 · compact-solid-round: 3/4 actions differ37 · age 60 · expansive-skeletal-elongated: 4/4 actions differ37 · age 380 · compact-solid-round: 2/4 actions differ37 · age 380 · expansive-skeletal-elongated: 4/4 actions differ37 · age 780 · compact-solid-round: 3/4 actions differ37 · age 780 · expansive-skeletal-elongated: 4/4 actions differ38 · age 60 · compact-solid-round: 1/4 actions differ38 · age 60 · expansive-skeletal-elongated: 4/4 actions differ38 · age 380 · compact-solid-round: 4/4 actions differ38 · age 380 · expansive-skeletal-elongated: 1/4 actions differ38 · age 780 · compact-solid-round: 3/4 actions differ38 · age 780 · expansive-skeletal-elongated: 1/4 actions differ41 · age 60 · compact-solid-round: 2/4 actions differ41 · age 60 · expansive-skeletal-elongated: 4/4 actions differ41 · age 380 · compact-solid-round: 3/4 actions differ41 · age 380 · expansive-skeletal-elongated: 3/4 actions differ41 · age 780 · compact-solid-round: 3/4 actions differ41 · age 780 · expansive-skeletal-elongated: 3/4 actions differ42 · age 60 · compact-solid-round: 3/4 actions differ42 · age 60 · expansive-skeletal-elongated: 3/4 actions differ42 · age 380 · compact-solid-round: 4/4 actions differ42 · age 380 · expansive-skeletal-elongated: 2/4 actions differ42 · age 780 · compact-solid-round: 3/4 actions differ42 · age 780 · expansive-skeletal-elongated: 3/4 actions differ46 · age 60 · compact-solid-round: 3/4 actions differ46 · age 60 · expansive-skeletal-elongated: 2/4 actions differ46 · age 380 · compact-solid-round: 3/4 actions differ46 · age 380 · expansive-skeletal-elongated: 3/4 actions differ46 · age 780 · compact-solid-round: 4/4 actions differ46 · age 780 · expansive-skeletal-elongated: 2/4 actions differ47 · age 60 · compact-solid-round: 4/4 actions differ47 · age 60 · expansive-skeletal-elongated: 3/4 actions differ47 · age 380 · compact-solid-round: 3/4 actions differ47 · age 380 · expansive-skeletal-elongated: 3/4 actions differ47 · age 780 · compact-solid-round: 2/4 actions differ47 · age 780 · expansive-skeletal-elongated: 4/4 actions differ50 · age 60 · compact-solid-round: 4/4 actions differ50 · age 60 · expansive-skeletal-elongated: 3/4 actions differ50 · age 380 · compact-solid-round: 4/4 actions differ50 · age 380 · expansive-skeletal-elongated: 3/4 actions differ50 · age 780 · compact-solid-round: 4/4 actions differ50 · age 780 · expansive-skeletal-elongated: 4/4 actions differ52 · age 60 · compact-solid-round: 4/4 actions differ52 · age 60 · expansive-skeletal-elongated: 3/4 actions differ52 · age 380 · compact-solid-round: 3/4 actions differ52 · age 380 · expansive-skeletal-elongated: 4/4 actions differ52 · age 780 · compact-solid-round: 3/4 actions differ52 · age 780 · expansive-skeletal-elongated: 3/4 actions differ54 · age 60 · compact-solid-round: 0/4 actions differ54 · age 60 · expansive-skeletal-elongated: 2/4 actions differ54 · age 380 · compact-solid-round: 1/4 actions differ54 · age 380 · expansive-skeletal-elongated: 2/4 actions differ54 · age 780 · compact-solid-round: 3/4 actions differ54 · age 780 · expansive-skeletal-elongated: 3/4 actions differ56 · age 60 · compact-solid-round: 3/4 actions differ56 · age 60 · expansive-skeletal-elongated: 2/4 actions differ56 · age 380 · compact-solid-round: 4/4 actions differ56 · age 380 · expansive-skeletal-elongated: 4/4 actions differ56 · age 780 · compact-solid-round: 4/4 actions differ56 · age 780 · expansive-skeletal-elongated: 3/4 actions differ58 · age 60 · compact-solid-round: 4/4 actions differ58 · age 60 · expansive-skeletal-elongated: 4/4 actions differ58 · age 380 · compact-solid-round: 4/4 actions differ58 · age 380 · expansive-skeletal-elongated: 2/4 actions differ58 · age 780 · compact-solid-round: 3/4 actions differ58 · age 780 · expansive-skeletal-elongated: 3/4 actions differ59 · age 60 · compact-solid-round: 3/4 actions differ59 · age 60 · expansive-skeletal-elongated: 4/4 actions differ59 · age 380 · compact-solid-round: 4/4 actions differ59 · age 380 · expansive-skeletal-elongated: 4/4 actions differ59 · age 780 · compact-solid-round: 4/4 actions differ59 · age 780 · expansive-skeletal-elongated: 3/4 actions differ62 · age 60 · compact-solid-round: 2/4 actions differ62 · age 60 · expansive-skeletal-elongated: 3/4 actions differ62 · age 380 · compact-solid-round: 4/4 actions differ62 · age 380 · expansive-skeletal-elongated: 4/4 actions differ62 · age 780 · compact-solid-round: 4/4 actions differ62 · age 780 · expansive-skeletal-elongated: 3/4 actions differ63 · age 60 · compact-solid-round: 4/4 actions differ63 · age 60 · expansive-skeletal-elongated: 3/4 actions differ63 · age 380 · compact-solid-round: 4/4 actions differ63 · age 380 · expansive-skeletal-elongated: 4/4 actions differ63 · age 780 · compact-solid-round: 4/4 actions differ63 · age 780 · expansive-skeletal-elongated: 4/4 actions differwhole vs localmean Hamming 3.23/4 · exact matches 2/1921 · age 60 · compact-solid-round: 4/4 actions differ1 · age 60 · expansive-skeletal-elongated: 4/4 actions differ1 · age 380 · compact-solid-round: 4/4 actions differ1 · age 380 · expansive-skeletal-elongated: 3/4 actions differ1 · age 780 · compact-solid-round: 4/4 actions differ1 · age 780 · expansive-skeletal-elongated: 4/4 actions differ4 · age 60 · compact-solid-round: 3/4 actions differ4 · age 60 · expansive-skeletal-elongated: 2/4 actions differ4 · age 380 · compact-solid-round: 3/4 actions differ4 · age 380 · expansive-skeletal-elongated: 2/4 actions differ4 · age 780 · compact-solid-round: 3/4 actions differ4 · age 780 · expansive-skeletal-elongated: 4/4 actions differ5 · age 60 · compact-solid-round: 2/4 actions differ5 · age 60 · expansive-skeletal-elongated: 4/4 actions differ5 · age 380 · compact-solid-round: 2/4 actions differ5 · age 380 · expansive-skeletal-elongated: 4/4 actions differ5 · age 780 · compact-solid-round: 4/4 actions differ5 · age 780 · expansive-skeletal-elongated: 4/4 actions differ7 · age 60 · compact-solid-round: 4/4 actions differ7 · age 60 · expansive-skeletal-elongated: 2/4 actions differ7 · age 380 · compact-solid-round: 2/4 actions differ7 · age 380 · expansive-skeletal-elongated: 3/4 actions differ7 · age 780 · compact-solid-round: 2/4 actions differ7 · age 780 · expansive-skeletal-elongated: 0/4 actions differ9 · age 60 · compact-solid-round: 4/4 actions differ9 · age 60 · expansive-skeletal-elongated: 3/4 actions differ9 · age 380 · compact-solid-round: 3/4 actions differ9 · age 380 · expansive-skeletal-elongated: 3/4 actions differ9 · age 780 · compact-solid-round: 4/4 actions differ9 · age 780 · expansive-skeletal-elongated: 3/4 actions differ12 · age 60 · compact-solid-round: 3/4 actions differ12 · age 60 · expansive-skeletal-elongated: 4/4 actions differ12 · age 380 · compact-solid-round: 4/4 actions differ12 · age 380 · expansive-skeletal-elongated: 4/4 actions differ12 · age 780 · compact-solid-round: 3/4 actions differ12 · age 780 · expansive-skeletal-elongated: 4/4 actions differ13 · age 60 · compact-solid-round: 3/4 actions differ13 · age 60 · expansive-skeletal-elongated: 2/4 actions differ13 · age 380 · compact-solid-round: 4/4 actions differ13 · age 380 · expansive-skeletal-elongated: 3/4 actions differ13 · age 780 · compact-solid-round: 3/4 actions differ13 · age 780 · expansive-skeletal-elongated: 4/4 actions differ14 · age 60 · compact-solid-round: 3/4 actions differ14 · age 60 · expansive-skeletal-elongated: 4/4 actions differ14 · age 380 · compact-solid-round: 4/4 actions differ14 · age 380 · expansive-skeletal-elongated: 2/4 actions differ14 · age 780 · compact-solid-round: 3/4 actions differ14 · age 780 · expansive-skeletal-elongated: 4/4 actions differ18 · age 60 · compact-solid-round: 3/4 actions differ18 · age 60 · expansive-skeletal-elongated: 3/4 actions differ18 · age 380 · compact-solid-round: 2/4 actions differ18 · age 380 · expansive-skeletal-elongated: 3/4 actions differ18 · age 780 · compact-solid-round: 4/4 actions differ18 · age 780 · expansive-skeletal-elongated: 2/4 actions differ19 · age 60 · compact-solid-round: 3/4 actions differ19 · age 60 · expansive-skeletal-elongated: 3/4 actions differ19 · age 380 · compact-solid-round: 4/4 actions differ19 · age 380 · expansive-skeletal-elongated: 4/4 actions differ19 · age 780 · compact-solid-round: 4/4 actions differ19 · age 780 · expansive-skeletal-elongated: 4/4 actions differ21 · age 60 · compact-solid-round: 4/4 actions differ21 · age 60 · expansive-skeletal-elongated: 4/4 actions differ21 · age 380 · compact-solid-round: 2/4 actions differ21 · age 380 · expansive-skeletal-elongated: 4/4 actions differ21 · age 780 · compact-solid-round: 4/4 actions differ21 · age 780 · expansive-skeletal-elongated: 4/4 actions differ22 · age 60 · compact-solid-round: 3/4 actions differ22 · age 60 · expansive-skeletal-elongated: 4/4 actions differ22 · age 380 · compact-solid-round: 4/4 actions differ22 · age 380 · expansive-skeletal-elongated: 4/4 actions differ22 · age 780 · compact-solid-round: 3/4 actions differ22 · age 780 · expansive-skeletal-elongated: 2/4 actions differ25 · age 60 · compact-solid-round: 4/4 actions differ25 · age 60 · expansive-skeletal-elongated: 3/4 actions differ25 · age 380 · compact-solid-round: 3/4 actions differ25 · age 380 · expansive-skeletal-elongated: 3/4 actions differ25 · age 780 · compact-solid-round: 3/4 actions differ25 · age 780 · expansive-skeletal-elongated: 4/4 actions differ28 · age 60 · compact-solid-round: 2/4 actions differ28 · age 60 · expansive-skeletal-elongated: 4/4 actions differ28 · age 380 · compact-solid-round: 2/4 actions differ28 · age 380 · expansive-skeletal-elongated: 4/4 actions differ28 · age 780 · compact-solid-round: 4/4 actions differ28 · age 780 · expansive-skeletal-elongated: 1/4 actions differ31 · age 60 · compact-solid-round: 3/4 actions differ31 · age 60 · expansive-skeletal-elongated: 2/4 actions differ31 · age 380 · compact-solid-round: 4/4 actions differ31 · age 380 · expansive-skeletal-elongated: 4/4 actions differ31 · age 780 · compact-solid-round: 3/4 actions differ31 · age 780 · expansive-skeletal-elongated: 4/4 actions differ32 · age 60 · compact-solid-round: 2/4 actions differ32 · age 60 · expansive-skeletal-elongated: 4/4 actions differ32 · age 380 · compact-solid-round: 4/4 actions differ32 · age 380 · expansive-skeletal-elongated: 4/4 actions differ32 · age 780 · compact-solid-round: 4/4 actions differ32 · age 780 · expansive-skeletal-elongated: 3/4 actions differ34 · age 60 · compact-solid-round: 3/4 actions differ34 · age 60 · expansive-skeletal-elongated: 4/4 actions differ34 · age 380 · compact-solid-round: 4/4 actions differ34 · age 380 · expansive-skeletal-elongated: 3/4 actions differ34 · age 780 · compact-solid-round: 2/4 actions differ34 · age 780 · expansive-skeletal-elongated: 3/4 actions differ36 · age 60 · compact-solid-round: 3/4 actions differ36 · age 60 · expansive-skeletal-elongated: 4/4 actions differ36 · age 380 · compact-solid-round: 3/4 actions differ36 · age 380 · expansive-skeletal-elongated: 4/4 actions differ36 · age 780 · compact-solid-round: 2/4 actions differ36 · age 780 · expansive-skeletal-elongated: 3/4 actions differ37 · age 60 · compact-solid-round: 3/4 actions differ37 · age 60 · expansive-skeletal-elongated: 4/4 actions differ37 · age 380 · compact-solid-round: 3/4 actions differ37 · age 380 · expansive-skeletal-elongated: 2/4 actions differ37 · age 780 · compact-solid-round: 3/4 actions differ37 · age 780 · expansive-skeletal-elongated: 3/4 actions differ38 · age 60 · compact-solid-round: 4/4 actions differ38 · age 60 · expansive-skeletal-elongated: 4/4 actions differ38 · age 380 · compact-solid-round: 4/4 actions differ38 · age 380 · expansive-skeletal-elongated: 2/4 actions differ38 · age 780 · compact-solid-round: 4/4 actions differ38 · age 780 · expansive-skeletal-elongated: 2/4 actions differ41 · age 60 · compact-solid-round: 2/4 actions differ41 · age 60 · expansive-skeletal-elongated: 3/4 actions differ41 · age 380 · compact-solid-round: 3/4 actions differ41 · age 380 · expansive-skeletal-elongated: 3/4 actions differ41 · age 780 · compact-solid-round: 4/4 actions differ41 · age 780 · expansive-skeletal-elongated: 3/4 actions differ42 · age 60 · compact-solid-round: 4/4 actions differ42 · age 60 · expansive-skeletal-elongated: 3/4 actions differ42 · age 380 · compact-solid-round: 4/4 actions differ42 · age 380 · expansive-skeletal-elongated: 4/4 actions differ42 · age 780 · compact-solid-round: 4/4 actions differ42 · age 780 · expansive-skeletal-elongated: 3/4 actions differ46 · age 60 · compact-solid-round: 4/4 actions differ46 · age 60 · expansive-skeletal-elongated: 4/4 actions differ46 · age 380 · compact-solid-round: 3/4 actions differ46 · age 380 · expansive-skeletal-elongated: 3/4 actions differ46 · age 780 · compact-solid-round: 3/4 actions differ46 · age 780 · expansive-skeletal-elongated: 2/4 actions differ47 · age 60 · compact-solid-round: 2/4 actions differ47 · age 60 · expansive-skeletal-elongated: 4/4 actions differ47 · age 380 · compact-solid-round: 2/4 actions differ47 · age 380 · expansive-skeletal-elongated: 3/4 actions differ47 · age 780 · compact-solid-round: 3/4 actions differ47 · age 780 · expansive-skeletal-elongated: 4/4 actions differ50 · age 60 · compact-solid-round: 4/4 actions differ50 · age 60 · expansive-skeletal-elongated: 3/4 actions differ50 · age 380 · compact-solid-round: 4/4 actions differ50 · age 380 · expansive-skeletal-elongated: 3/4 actions differ50 · age 780 · compact-solid-round: 4/4 actions differ50 · age 780 · expansive-skeletal-elongated: 4/4 actions differ52 · age 60 · compact-solid-round: 3/4 actions differ52 · age 60 · expansive-skeletal-elongated: 4/4 actions differ52 · age 380 · compact-solid-round: 4/4 actions differ52 · age 380 · expansive-skeletal-elongated: 4/4 actions differ52 · age 780 · compact-solid-round: 1/4 actions differ52 · age 780 · expansive-skeletal-elongated: 4/4 actions differ54 · age 60 · compact-solid-round: 2/4 actions differ54 · age 60 · expansive-skeletal-elongated: 3/4 actions differ54 · age 380 · compact-solid-round: 3/4 actions differ54 · age 380 · expansive-skeletal-elongated: 2/4 actions differ54 · age 780 · compact-solid-round: 2/4 actions differ54 · age 780 · expansive-skeletal-elongated: 3/4 actions differ56 · age 60 · compact-solid-round: 4/4 actions differ56 · age 60 · expansive-skeletal-elongated: 3/4 actions differ56 · age 380 · compact-solid-round: 4/4 actions differ56 · age 380 · expansive-skeletal-elongated: 3/4 actions differ56 · age 780 · compact-solid-round: 0/4 actions differ56 · age 780 · expansive-skeletal-elongated: 2/4 actions differ58 · age 60 · compact-solid-round: 4/4 actions differ58 · age 60 · expansive-skeletal-elongated: 4/4 actions differ58 · age 380 · compact-solid-round: 3/4 actions differ58 · age 380 · expansive-skeletal-elongated: 4/4 actions differ58 · age 780 · compact-solid-round: 2/4 actions differ58 · age 780 · expansive-skeletal-elongated: 3/4 actions differ59 · age 60 · compact-solid-round: 2/4 actions differ59 · age 60 · expansive-skeletal-elongated: 4/4 actions differ59 · age 380 · compact-solid-round: 4/4 actions differ59 · age 380 · expansive-skeletal-elongated: 4/4 actions differ59 · age 780 · compact-solid-round: 3/4 actions differ59 · age 780 · expansive-skeletal-elongated: 2/4 actions differ62 · age 60 · compact-solid-round: 4/4 actions differ62 · age 60 · expansive-skeletal-elongated: 3/4 actions differ62 · age 380 · compact-solid-round: 4/4 actions differ62 · age 380 · expansive-skeletal-elongated: 4/4 actions differ62 · age 780 · compact-solid-round: 3/4 actions differ62 · age 780 · expansive-skeletal-elongated: 3/4 actions differ63 · age 60 · compact-solid-round: 4/4 actions differ63 · age 60 · expansive-skeletal-elongated: 4/4 actions differ63 · age 380 · compact-solid-round: 3/4 actions differ63 · age 380 · expansive-skeletal-elongated: 4/4 actions differ63 · age 780 · compact-solid-round: 3/4 actions differ63 · age 780 · expansive-skeletal-elongated: 4/4 actions differ0/41/42/43/44/4
Architecture diagnostic · controllers take different routesWhole-state sequences are 188/192 unique. Route nonredundancy is not an information quantity and does not rescue the null advantage primary.
posthoc
Native grayscale Flow Lenia frame for source 18 under Active · whole.
Active · whole
Native grayscale Flow Lenia frame for source 18 under Active · best local.
Active · best local
Native grayscale Flow Lenia frame for source 18 under Active · replay.
Active · replay
Native grayscale Flow Lenia frame for source 18 under Active · sham.
Active · sham
Native grayscale Flow Lenia frame for source 18 under +128 · whole.
+128 · whole
Native grayscale Flow Lenia frame for source 18 under +128 · best local.
+128 · best local
Native grayscale Flow Lenia frame for source 18 under +128 · replay.
+128 · replay
Native grayscale Flow Lenia frame for source 18 under +128 · sham.
+128 · sham
The system is genuinely steerable during the active window, yet that does not give the whole-state observer a unique advantage: equally resourced restricted policies remain competitive, and the whole policy’s comparative edge reverses after release.
07 · causal individuality

By q12→24, each source already responds in a recognizable way.

We call the pattern of changes produced by a standardized probe a response fingerprint, or informally a causal address; after removing the linear component of 17 predefined passive summaries, that fingerprint can re-identify its source across development, although each source also has a unique genotype and this experiment cannot yet tell biography from genome.

A causal passport is already detectable across q12 to q24Residual same-specimen margins and top-one retrieval pass the frozen rule across the first four tested intervals. The earliest pass is left-censored; q48 to q64 retains a positive margin while pooled top-one retrieval falls below its null bound.Residual same-specimen margin0.00.10.20.312→2424→3232→4040→4848→64Top-1 retrieval0.00.10.20.312→2424→3232→4040→4848→64dashed: 99% identity-permutation boundalready detectable at the earliest tested interval
Frozen passport intervals · retrieval and residual marginThe earliest interval passes with residual margin 0.23063 [0.18599, 0.27062], 17/18 group directions. q48→64 fails only the pooled top-1 gate while its margin remains positive.
frozen onset left-censored; no “birth at q12.”
Self re-encodeaad030fc4e
Aligned near donor9c0d888446
Far donor59c66e2a14
Phase-scrambled near40b1248b51
earliest pooled visible12 / 72

Top-1 retrieval reaches 12/72 against a frozen 99% permutation threshold of 7/72, while the residual margin is +0.23063 [0.18599,0.27062].

strict quartet43 / 72

Within each source quartet, retrieval reaches 43/72 with margin +0.19440, so the post-hoc signal cannot be explained only by broad group separation.

hidden response33 / 72

The post-hoc hidden-composition fingerprint retrieves 33/72 globally and 63/72 within the strict quartet, although specimen and genotype remain confounded.

long horizont128 passes

In the post-hoc horizon slices, t8 and t32 remain below the frozen gate while t128 passes; field response also passes where scalar-only response does not.

Aligned composition moves donor-ward, but no more than scrambled compositionAt ages 24 and 48 both aligned and phase-scrambled transplants project positively toward the donor. Their paired difference crosses zero at both ages.−0.1+0.0+0.1+0.2+0.3+0.4+0.5q24 aligned near+0.389 [+0.355, +0.425]q24 phase-scrambled+0.414 [+0.383, +0.443]q24 near − scrambled−0.025 [−0.054, +0.005]q48 aligned near+0.382 [+0.352, +0.415]q48 phase-scrambled+0.359 [+0.334, +0.383]q48 near − scrambled+0.023 [−0.009, +0.058]projection on the host-to-donor passport axis
Frozen transplant · hidden composition perturbs, but does not transfer a donor passportAligned near-donor does not beat phase-scrambled near-donor at q24 or q48. Generic re-encoding disruption is large; donor-specific transfer is unsupported.
q24 aligned−scrambled −0.0247 [−0.0543,+0.0049]; q48 +0.0231 [−0.0091,+0.0577].
07b · looking inside the fingerprint

The recognizable response is field-like, distributed, and slow to read.

These post-hoc panels replay already sealed runs to show where the fingerprint seems to live and which next comparisons should be frozen; they leave the original passport decision unchanged.

exact replay

We reproduced the stored primary exactly.

max Δ = 0

A second source-bound implementation recovered the primary passport and transplant quantities with no numerical drift, which checks the arithmetic without changing their experimental status.

strict within-quartet

The earliest fingerprint remains recognizable among its nearest neighbors.

0.194

When each source is compared only with the other three members of its frozen quartet, the q12→q24 residual margin remains positive; interval [0.143, 0.245], 17/18 groups positive. Within-quartet top-1 is 59.7% against 25% chance.

scalar vs field

The recognizable response depends on geometry, not only totals.

0.253 vs 0.038

Visible-field features pass the frozen gate, while 384 scalar features alone do not; the scalar margin interval [-0.008, 0.082] crosses zero.

response horizon

The response becomes clearest after it has time to unfold.

t80.127
t320.161
t1280.243

Each bar is the q12→q24 residual same-source margin, and the isolated t8 and t32 slices remain below the frozen gate while t128 passes it.

probe axes + sign

No single probe direction carries the fingerprint.

native0.225
orthogonal0.234
positive0.228
negative0.231

Native and orthogonal probes pass when isolated, as do positive and negative signs, and their similar margins point toward a response distributed across directions rather than owned by one privileged probe.

per anchor

Three of four probe locations remain recognizable on their own.

A010.252
A020.222
A030.216
A040.231

All four anchors retain positive mean margins, although A03 alone misses its own permutation gate, so the fingerprint is broad without being spatially uniform.

hidden response

Hidden composition carries a strong fingerprint too.

0.237

Across 432 hidden-response features, q12→q24 top-1 is 45.8% and within-quartet top-1 is 87.5%. Because every specimen still has a unique genotype, this comparison cannot tell whether that hidden fingerprint belongs to the life history or the genome.

pooled vs split · q48→q64

At the later interval, sources become harder to separate globally but remain distinct nearby.

6.9% pooled

Pooled visible top-1 falls below its 8.3% null bound, yet the strict within-quartet margin is 0.236, within-quartet top-1 is 56.9%, and hidden top-1 remains 36.1%. The global visible neighborhood has therefore become crowded and reorganized, while local and hidden distinctions remain.

transplant sensitivity

Re-encoding perturbs the host, while donor alignment adds no specific transfer.

−0.025 · +0.023

Aligned-near minus phase-scrambled donor-axis projection at q24 and q48. Both intervals cross zero; however, near-donor host-response distance exceeds self re-encode by 40.23 at q24 and 21.64 at q48, which shows a large disruption without a donor-specific fingerprint transfer.

Hidden composition changes later futures, but we have not transferred a portable donor identity: the current design lacks a same-genotype donor control, so it cannot yet separate a specimen’s developmental history from its genome.
08 · what we can see across the experiments

The system becomes an individual by changing what can happen next.

Across forecasting, branching, transplantation, and control, the same picture keeps returning: organization appears first as a changing relation among possible futures, interventions, and remembered history, while visible morphology remains plural and autonomous replication has not yet appeared.

Possibility

Constraint appears before silhouette.

Before the field has settled into a persistent body, it already supports a structured action-world and a prospective rise in whole-over-parts, so its space of possible continuations tells us something the current image alone does not.

Commitment

Different freedoms close on different schedules.

Event timing, spatial leverage, and action-context rewrite all harden, while sibling basins widen; development therefore narrows some ways of changing without collapsing the population onto one morphology.

Control

Steering works while the controller remains on.

Feedback moves target scores during the active window, although the corrected comparison gives it no unique whole-state advantage and that comparative edge reverses after release.

Individuality

The response becomes re-identifiable.

By the earliest interval tested, a distributed response fingerprint predicts its specimen or genotype across time beyond the linear component of 17 predefined passive summaries.

Still open

Can organization reproduce itself?

We have developmental bodies and exact intervention assays, but we have not yet seen endogenous replication or followed an address through fission.

Still entangled

Is the fingerprint biography or genome?

Specimen and genotype vary together in the current cohort, while the donor-specific transplant contrast is flat; same-genotype independent lives are the direct way to separate them.

Several clocks

When, exactly, does commitment happen?

Information, morphology, impedance, action grammar, and retrieval change on related but non-identical schedules, which suggests development is assembled from several closures rather than one universal event.

09 · the next large swings

Now we can ask whether the recognizable response is learned, portable, and generative.

The experiments above have separated questions that initially looked like one problem, so the next runs can ask directly whether a response belongs to a genotype or a life history, whether feedback can create a self-maintaining regime, where hidden composition stores its influence, and what survives when a body divides.

Same-genotype lives

Separate biography from genome.

We can generate several independent developmental histories from the same genotype, then ask whether their fingerprints retrieve the shared genome, the particular trajectory, or both.

Closed-loop release ecology

Look for a state that maintains itself after release.

By varying duration, dose, and feedback memory across the impedance curve, we can distinguish a regime that persists after the controller is removed from one that merely leaves a divergent scar.

Fingerprint surgery

Find the smallest intervention that moves the recognizable response.

Exact hidden-channel swaps, spatially tiled transplants, and horizon-selective probes can tell us whether the fingerprint is distributed through composition or concentrated in a more local response syntax.

Reproduction and inheritance

Follow the response through fission.

If we can capture endogenous splitting or replication-like events, we can ask which dimensions of the parent response are inherited, recombined, or rebuilt in the descendants.

10 · evidence and correction ledger

The strange observations only matter if the misses remain visible beside them.

Across 98 experiment folders, 11 predeclared tests passed, 25 remained flat or unresolved, 3 went in the opposite direction, 8 stopped or aborted, and 51 were exploratory or descriptive; one controller comparison also required a material protocol correction, which is carried here with the result it replaced.

Experiment outcomes across 98 foldersOf 98 experiment folders, 11 are classified as predeclared passed, 25 null or unresolved, 3 wrong direction, 8 stopped or aborted, and 51 exploratory or descriptive.98 experiment folders · recorded outcomespredeclared passed11null / unresolved25wrong direction3stopped / aborted8exploratory / descriptive51
Experiment census · updated through the three new swings11 predeclared passes, 25 null/unresolved, 3 wrong-direction, 8 stopped/aborted, 51 exploratory/descriptive.
Each category follows the sealed decision field recorded for that experiment.
The runs that checked or redirected us
ExperimentOutcomeWhat we learned next
reservoir-causal-steering-v1primary chain not metAcross 1,920 trajectories, neither onset reward nor Φ-specific steering survived, which redirected us from a universal steering signal toward developmental coordinates.
geometry-turn / countdownnull as lever / null countdown gainGeometry tracks progress; it does not universally advance the transition or improve held-out countdown.
tangent-induced causal grammarprimary unresolved; secondary wrong wayThe first-action memory secondary moved opposite the proposed grammar stabilization direction.
developmental causal plasticity windownullStructural peaks did not generalize into broad fanout windows.
fresh organic q40 replicationnullSpearman ρ +0.093, interval −0.178 to +0.352.
causal compass peaknullPrimary +0.0023, interval −0.0028 to +0.0073.
commitment branchingtiming primary nullA predeclared fine-field secondary suggested a small contraction, which gave us the exact contrast for a fresh confirmation.
latent / ignition transplantfrozen primaries nullHidden composition changes future direction, although neither a donor axis nor an older developmental clock transferred in the primary comparisons.
fine-shape confirmationunresolvedThe original small secondary remains possible but unconfirmed, while the separate fall in steerability with age survived clearly.
basin-width init variationwrong directionSiblings widen across age. Rigidity and convergence are different axes.
whole-control tournamentcorrected joint primary nullOriginal pass superseded after restoring sham to the frozen comparator; active achievement remains real.
causal passport transplantdonor-specific contrast nullThe aligned transplant does not beat the phase-scrambled control, so generic disruption cannot be read as a transferred donor identity.
five sealed abortsstoppedgoal-state bite calibration; goal-state matched-wound recovery; perturbation-recovery engineering v1/v2; reservoir-cycle emergence census.
three mechanical stopsno verdictgoal-state tomography 0/8 valid; preinjury predictor feature unavailable; orthogonal pulse release declaration never bound after qualification abort.
Sealed evidence IDs and hashes
RoleEvidence IDSHA-256
sealed synthesis-v6 predecessorEVD-5964FB3EFF03c62d798f12c67f37e6b11c6355e723a287969f668972edd1141acd1325ed16ae
sealed synthesis-v6 provenance manifestEVD-B78EB5545DF671baf2463c4a9fe0e579a6cbd0b8ec9218919564956360a6875d363b1c1de3e2
sealed synthesis-v6 deterministic generatorEVD-A26B074E47734a34aefd31be5f9e6bfad6e56128c7c0dffcac6a2d88fb5f54b34999c7ecf5c4
sealed synthesis-v4 predecessor and embedded native montagesEVD-8EAFC43B3C6C69107dac3f182d4876e3bafe167f33a711c693c68f6f15e1c9a65fc7873af0fd
cold-reader vocabulary and onboarding design reference onlyEVD-946A36B49360b20cf14e68213fc6a06bb2e7f7c449622604008b7f95042b71bdc91558eaa88b
sealed synthesis-v5 predecessorEVD-DBACB86C6967a9539ecc2dfddc963bd9476b126e369ca28f0ed0eaa0cdeaedec6c8c97a360a5
sealed synthesis-v5 provenance manifestEVD-2E4574021C5C60f34545ebae16a529a93c864f7e16f242557e5bc08d8c3c4de7b7e73be1dff5
sealed synthesis-v5 chart and image rendererEVD-A8FAF3900966419d60eb54b703f5eafbdd8c1d4f5579a5b97a0db9187d458f928a89a4e19407
shared Specter paper-sheet styleEVD-F855C44BEF6Fa28376706e9e68b08ed3d8e07cbe97c7b63be4817de94e0bf55c67a1184c09ce
measured resultEVD-576E1802AD46c6e3c6634d04de86ee89f5d11dec423e936befe81e022240a82dbdbc85daf963
measured resultEVD-23EE3D7349ABbf1e0f3a082f256747f2d80f054a9d590f34ae9db28a83a6f6b9aa81d2fd2b1a
measured resultEVD-FFDF7A14B6A5269d280de5e93b8b93882ff900c41fb1f2750a256dfb145e284cbeca2cf4d742
measured resultEVD-12A05DC9B83698a5aa04dba2c35aacd0035fbbb0747c8d792cffc276e7ff480d3f80172a693e
post-hoc geometry-turn discovery mapEVD-EAB5DB60CE602074c1bd5abcfef399d5070f1d0b2f1c551ab8ec138d6d36e69bd58272a29753
measured resultEVD-A733E4C906329fe83df68e0e2cef8ba487673e4bf1005cacc5bb1dbbf84c963b90d8d2602fd4
measured resultEVD-F3EFE143E0FA2ccd2af0ed14f2f329ca31fc982f0e1e0d314681db43ba9fd2994c2e586dcf64
measured resultEVD-DC93FDABCDB999727f878bab51518dddfb618cec0cd98c15bb6fe8b3667f515adb6d933e4817
measured resultEVD-1814FF2CDD396b3a76b4eb347010d9cb14a9bf57d1c70c69f4612a1bf7fee1b41fb57537f186
measured resultEVD-332371E626567969f195c566d69717b1430095266bab6132472e42d380015e273a46e5b71fc6
measured resultEVD-F74E43048478b7fc337afa1f605e7de16a59c9e9797804b5039b29fa45f600529dd930d6aac3
measured resultEVD-E1D10103BD5B785e801c2f7c8ad7feba79c25463f195efe55467677f8f04eb78bd28a1b68888
measured resultEVD-4C72AE9BBF91f6d6078b264fb0285a1dd8982fe9bd3a749f01a0ace89f766a8735297f822e40
post-hoc hidden-composition counterweightEVD-9287D545E9DF086729c395b6d6c06b79969a0eacb7fb615f8ec0a3ac7a333efb28bcbbfc2f33
measured resultEVD-3B048683D3C2ef00428ea459e805f786f32fc7f399528c3cb589f1991ed6f39b0a9f20d37a00
measured resultEVD-EDDE5B0C6E5F200e1c14daef2d965fff12ccb167ca70b7ecaad410393ab2a7d445401d920e17
post-hoc tangent aperture explorationEVD-318BC93528A0aa28dfa388708b7679acce9b7845f48922d9f1886e2bc2a733bef9198d943b23
measured resultEVD-691097832F30abd5bbe063064cc4b1d1c55d331a51b4970d764412ab776bcd79010c236c948d
source-bound morphology timing explorationEVD-0C5B8BA61150e31b5f34e1dfc8f5573c8433c0ff6d05777f7fc52fe116a71cbbc140f47fec21
measured resultEVD-2B2521383E285318aa930cd789d446372828dd0fc1bcf55edbeafc7b07d7868feb76d5bc77d4
measured resultEVD-24EB731B03757f88560f446752adb31483f8f9e5f851a67069e97050d40393ab26784f98f949
measured resultEVD-C08F9A273C3Ff71fd77f180cd081ea9011970ac2e109ec7b25179b5b7982f467a8f40deed91e
measured resultEVD-2260AEF157846cb3e4a06fa6244bc2347d11543d0a54484105edb7fbd346c0e9202380bf68f1
measured resultEVD-F81B7CEC2D5Feab15f3c894edf4c8865f8ebc22f7ee84a9052b630d1376c593ae29967ca1815
measured resultEVD-734A7CE620CD3ff7652b91f2670201364275e46dc11bb806c0316f574cff79847f889971436e
measured resultEVD-7699DC8F290E18eed6194ce1125f77e12ca0966b3104b8388d89b09fdce13678d5faf43d3ac6
measured resultEVD-8B48D5938B65a321b7922195f0a8cf3198d6961f2159ed4c6065b8cef69a3b9e616d21f7bc2e
measured resultEVD-13EAFA6D6309779277c93261976e9d95eacb2812cbc4f69e03005e9af3063d7329f4a30fb8f3
frozen impedance resultEVD-5F9E6026041Bc1ed7f40cfe27c71101bdded5786905e718ba2b12bb48aa6ced7a5b824377b81
post-hoc source-bound impedance explorationEVD-99EEA474EB4Cc33c34b4e60a742ca3f0b390aacc48c0216a67bf460a47e2c7d654d671375ca7
frozen impedance protocol materialEVD-7839E361BDCC15ddf2289ad599582e3bae62314a55c8f696670364b351069e501e215af6ee98
impedance freeze receiptEVD-ABFC639C6C64750a3ebb726e2515ee32ce46914b7b2dcfc6a2fd3e34c3780daecc38b1bf9f3b
protocol-conformant corrected tournament resultEVD-FC49651F5B574b30ab79f8df950d34d506b9727760681bd74d4380a1adefed8fe0ac8605eeeb
superseded original tournament result; non-authoritative joint decisionEVD-B2F305BD7E1125e2802b7a73e4117466b5226e6e52aa3def11140fff866f2ac6fe8bb6a5e9fb
source-bound controller sequence material; post-hoc architecture diagnosticEVD-6A7491D1554F2487686622838460878ab9ec43654f88913932103a2071e8bfe834b8f3881b58
frozen tournament protocol materialEVD-12FD2ADCAFD4a8919863c8bddf7c02c8d9309b9164068b77643f419b1cc678940d8f1e25bb23
frozen causal-passport resultEVD-77B196F47EE21d9ff7e65115ea4ac80a0e2e4d1171625b556e1497401eb067ddea3e8d1e17c3
post-hoc source-bound passport exploration and exact replayEVD-AC2C1013A74A30936fc81d2527c7458de1f0095f2fd828badfe820389369fe7ac8f421c1eb88
frozen causal-passport protocol materialEVD-950E3EFD068E9c4e4face3df57b152d10fc764ca4cf27675d317cf35b622138ba57ea44c8a1e
causal-passport freeze receiptEVD-4D2C644A1CA2b055e6a19eb38e551f05db07bbdb8c8b36614d9468f7c59a4b2f8c7b73488b42
Native and derived image IDs
RoleImage IDSHA-256
byte-extracted native prospective developmental trajectory montageIMG-E48588A707993e5670c3ad3ab7d2beab36cdb529eb2d66f42816cfbc9ccbbd80027dbe2d1d4c
byte-extracted native feedback release comparison montageIMG-60248AA37251a6e9572da0d7d71a4104284ea0f06da81f34d9af0ccdff358ec5154e6a5263bb
native developmental frame at age 60IMG-8F6E061ACF627a1c39cb454d6c022c706d87d417d0a4b14fb1fa6c647a55a254382854847a9d
native developmental frame at age 180IMG-658DE7C18F61c56cf492b396830a881833a8c82d6869a4e8cce48863cb460602a3e7e412e7db
native developmental frame at age 380IMG-6C6474CD6BC7fa119a60abc8e3ff224d7172761f9c66c0a091d59383afd0d6df210798025972
native developmental frame at age 580IMG-2F3E5D20889A7a1093501672d8b50fb34435cbb7344c2ae31c4f96d8d18e8026f6aaee955d1f
native developmental frame at age 780IMG-9DD02C18B9F9ed28a6850c663844e4d72cf08b6e5f96c964313235346f3cbe3711cb34005338
native tournament exemplar Active · wholeIMG-EED133DF57E9cc724f622f78c40a9171eebb5d2194199c80f428b12da113519f6290e38f1af4
native tournament exemplar Active · best localIMG-B25F71C929CCaad362c0e100004e3bf2c8436bb2b6bcce756a9788b98c7e1c44158a29693ec6
native tournament exemplar Active · replayIMG-F9467E8B4EC51c7d63537fa9cbc3aaeda55947d50db175b104245783f084a69c1a8b8088ed35
native tournament exemplar Active · shamIMG-03080F67906E3947254526a4326db4efbd8d150a7fa884cf2a81cc9a0c392795551ef06255e5
native tournament exemplar +128 · wholeIMG-FFD558546277959d277763b6c7ebcdfc2be0f3b1ee34c4aa9b575dd1bdc89ecfecb68bd32e0b
native tournament exemplar +128 · best localIMG-327BF2B7A473d6cd010127373694c8892494c1e323bf7348dcde5a80d6779f3762f3ae182f11
native tournament exemplar +128 · replayIMG-507632025964ba06a3425f6cf4edca537ff2a3613a59ce2d82b048daba4ff702c69d2cdb2be8
native tournament exemplar +128 · shamIMG-3A6CA461F019c2686e7804629f4779dbe1ec9cf84111ea5e832b04d14ffbf26f68ed6a3cfea2
derived visible/hidden q48 render for self_reencodeIMG-4AE217F20782aad030fc4e254401c3e2e3bc353ad84b8d1a4c1e4b3536460e12662fceff9813
derived visible/hidden q48 render for near_donorIMG-6C8A33A1DB3B9c0d888446c9aba66f232d2c4d0fa3eca8a1c69bbc55ee93851fa71e7875aa8a
derived visible/hidden q48 render for far_donorIMG-3EF9A2CF50AE59c66e2a14dcf96cc417f8a6ebfb8a354aa5b019fec6267b16dfa642b9a982ad
derived visible/hidden q48 render for near_scrambledIMG-75875DC8239D40b1248b51715f4147a9194c54d266edbfeb5067aec0fd8587f51e5f0f9ea686
Correction and predecessor seals
Sealed synthesis-v6c62d798f12c67f37e6b11c6355e723a287969f668972edd1141acd1325ed16ae
v6 provenance manifest71baf2463c4a9fe0e579a6cbd0b8ec9218919564956360a6875d363b1c1de3e2
v6 generator4a34aefd31be5f9e6bfad6e56128c7c0dffcac6a2d88fb5f54b34999c7ecf5c4
Canonical synthesis-v469107dac3f182d4876e3bafe167f33a711c693c68f6f15e1c9a65fc7873af0fd
Final audited synthesis-v5a9539ecc2dfddc963bd9476b126e369ca28f0ed0eaa0cdeaedec6c8c97a360a5
v5 manifest60f34545ebae16a529a93c864f7e16f242557e5bc08d8c3c4de7b7e73be1dff5
v5 generator419d60eb54b703f5eafbdd8c1d4f5579a5b97a0db9187d458f928a89a4e19407
Corrected tournament result4b30ab79f8df950d34d506b9727760681bd74d4380a1adefed8fe0ac8605eeeb
Superseded tournament result25e2802b7a73e4117466b5226e6e52aa3def11140fff866f2ac6fe8bb6a5e9fb
Passport frozen result1d9ff7e65115ea4ac80a0e2e4d1171625b556e1497401eb067ddea3e8d1e17c3
Passport audit replaymaximum absolute difference 0; exploration SHA 30936fc81d2527c7458de1f0095f2fd828badfe820389369fe7ac8f421c1eb88