CHRIS HAY

IDEAS · SYSTEMS · OBJECTS / LONDON · 2026

An advantage needs a chance to become history.

It can help. It can be inherited. It can still disappear.

ABOUT THIS NOTE +

I tested whether higher food intake helped organisms with a new food-processing program, then followed their descendants. One family inherited both changes and later died out. Further comparisons ask whether a change helps when reproduction happens. Replication is pending; a disagreement between the raw file and report remains unresolved.

N-CELL80-HISTORYPARTIALLY SUPPORTEDRECORDED 2026-09-10DRAFT · V0.1REFERENCE DRAFTFOLLOW ↓

Dotted terms have short explanations.

EX-13 / FOLLOW ONE ORGANISM’S FAMILY

Passed on.
Then lost.

In a digital world, I tested a new food-processing program and a later change that increased food intake. Then I followed one organism’s descendants to see how long they kept both changes. This chart follows that family.

LIVING DESCENDANTS STILL CARRYING BOTH CHANGES
+50 TICKS217
+200 TICKS148
+500 TICKS230
END / TICK 3,0000

The first three times are measured from the chosen organism’s birth. A tick is one time step. Each descendant must have inherited both changes without a break. Scale: 0–256 places. The entire family died out at tick 1,268. Recorded cohort counts ↗

Other families still carried the food-processing program. This disappeared even though its kind of capability remained in the world.

The preceding note explains how programs evolved to use this new food.

BEFORE TRANSMISSION / EX-12

A useful opportunity.
No offspring.

EX-12 / AN EARLIER EXPERIMENT WITH DIFFERENT ORGANISMS
organisms passed both sets of tests
1/4
offspring in that child’s original history
0

Another birth replaced that child before it could reproduce. The experiment required three independently discovered cases that passed the tests; it found one.

The tests showed that the mutation could help in other possible futures. But the child left no offspring in the history that actually happened. EX-13 found a different organism whose useful changes did reach descendants.

How did I test whether the changes helped?READ +

Four versions: neither change, resource-processing capability alone, high uptake alone, and both. Each candidate was tested in its actual birth-time ecology and in standardized worlds. Ten paired futures per context, with further mutation off.

The passing EX-12 case showed capability benefit in 9/10 futures and later uptake benefit with that capability in 10/10, in both contexts. Uptake alone did no better than the ancestor in 10/10. Required interaction counts and mean signs also passed. The two contexts remain separate; shared standardized cases are not independent discoveries.

BACK TO THE DESCENDANT / EX-13

Six wins.
Four empty futures.

200 STEPS AFTER BIRTH / TEN MATCHED COMPARISONS
comparisons supported dependence
6
comparisons produced no offspring
4
wins required
8

I chose the living descendant with the lowest ID before running its tests. All four versions produced zero offspring in each of the four tied comparisons.

The changes had been inherited. The later test still failed: it needed eight successful comparisons, and got six. In the other four, every version left no offspring.

EX-14 / SEPARATE THE TWO QUESTIONS

Does it reproduce?
Does the change help?

I returned to the same descendant’s world and ran 100 matched comparisons: with the higher food-intake setting, and without it. I counted births across the organism’s family over 200 time steps.

EX-14 / ONE CHECKPOINT · 100 POSSIBLE FUTURES
63/64

More births in the family with higher food intake, among comparisons where either version reproduced.

In 36 of all 100 futures, neither version left offspring. Those futures still count.

+ Later change helped= Same birth count· Neither reproduced

Each mark is one , in seed order. Both versions keep the food-processing program. Birth counts include the organism’s descendants. These are 100 tests of one inherited change. Measurements + source hashes ↗

The four versions & a source discrepancyREAD +

B has the food-processing program. C has the later increase in food intake. A has neither change; BC has both. The test counts births across the organism’s family over 200 time steps, with further mutation disabled.

Neither / A
0/100 futures with births
Capability / B
22/100 futures with births
Uptake / C
0/100 futures with births
Both / BC
64/100 futures with births

The database and written report give B as 41/100 and the remaining reproductive comparison as a loss. The local raw file gives B as 22/100 and that case as a tie.

Both give BC as 64/100 and a positive effect in 63/64 comparisons where either version reproduced. This figure is calculated from the local raw file; the source discrepancy is unresolved.

Raw paired outcomes ↗ · Report as received ↗ · Database snapshot ↗

When either version reproduced, the later change helped often enough to pass the new test’s 80% requirement. That does not erase the futures where neither reproduced, or change the earlier test’s result.

EX-15 / REPLICATION PENDING

One history.
Can it happen again?

OPEN

Can evolution produce this whole sequence again?

EX-15 seeks at least three independently evolved cases: a useful capability, a later change that needs it, descendants carrying both, and a benefit that still appears in later tests. As checked on 10 September 2026, it has no reported outcome.

I have not tested whether these descendants can add a third change that depends on the first two. Nor have I shown that the first capability was the only historical route to this outcome. Those are further questions.

The complete note & its evidenceREAD +

AN OPPORTUNITY THAT VANISHED

This world tests two inherited changes: a program that processes new food, and a setting that increases food intake. In EX-12, keeping or undoing them showed that higher intake helped when the program was present. Yet another birth replaced that organism before it reproduced. Its original history ended without offspring.

How programs evolved to use the new food

FOUR VERSIONS

A carries neither change. B carries the resource-processing capability. C carries high uptake without the capability. BC carries both. Each candidate was tested from its actual birth-time ecology and in standardized worlds, with ten paired futures per context and further mutation disabled.

ONE SUPPORTED OPPORTUNITY

One of four EX-12 candidates passed both contexts. B beat A in 9/10 futures, BC beat B in 10/10, and C-only did no better than A in 10/10 in each context. B was 45 ticks old and occupied 12.5% of slots at the C birth. Three independent qualifying discoveries were required; one did not meet that replication gate.

A DIFFERENT ORIGIN

EX-13 used fresh discovery worlds and followed the first clean candidates prospectively. One of five passed both birth-opportunity contexts. This time it survived, reproduced and transmitted both changes. Its intact descendants numbered 217 at +50 ticks, 148 at +200 and 230 at +500.

THE LATER TEST

The lowest-ID intact descendant at the registered +200 checkpoint was assayed in its actual ecology. The dependency effect was positive in six of ten paired futures. In the other four, every version produced zero offspring. The required eight wins were not reached. Full-gate retention stayed 0/1 supported opportunities; genetic persistence did not override that result.

A LINEAGE IS NOT A CAPABILITY

The selected event lineage went extinct at tick 1268. The world still contained 239 capable high-uptake organisms in other lineages, and 235 at the final tick. Those organisms were not counted as rescue of the selected origin.

EX-14 / THE CHANCE TO REPRODUCE

A separately registered test returned to that checkpoint with 100 paired futures. BC produced lineage births in 64/100. In the 64 futures where either B or BC reproduced, BC left more lineage births in 63. The other 36 futures remain in the unconditional denominator. The conditional mean gain was 99.45 lineage births; the median was 4.

SOURCE DISCREPANCY

The database conclusion and written report give B as reproducing in 41/100 and the remaining conditional case as a loss. The local ex14.jsonl gives B as 22/100, one reproductive tie and no loss. Both give BC as 64/100 and the 63/64 positive result. The figure uses the local raw file; both source accounts are preserved and their discrepancy remains unresolved.

WHAT THIS CHANGES

The later assay's weak result is consistent with a bottleneck in reproductive opportunity, rather than evidence that the conditional advantage reversed. This is one transmitted opportunity and one checkpoint ecology. The 100 futures are not 100 independent innovations, and EX-14 does not retroactively change EX-13's acceptance gate.

OPEN

Can the whole sequence happen again?

EX-15 seeks at least three independently discovered opportunities through the full pipeline. As checked on 10 September 2026, it remains running with no reported outcome. A further dependent step, historical necessity and environmental mediation remain untested.

SOURCES & PROVENANCE

AUTHOR / CHRIS HAY · VERSION / 0.1

REFERENCE THIS DRAFT

An unpublished working record. These references identify the draft and omit a publication date. They become version-specific publication citations when the record is released.

Chris Hay. An advantage needs a chance to become history. [Unpublished draft, version 0.1. First publicly recorded 2026-09-10]. https://chrishayuk.com/notebook/an-advantage-needs-a-chance-to-become-history
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