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Gnome / TGIG · Temporal Genome Interaction Graph

Evolution report

Everything on this page is reconstructed from events.jsonl, verified snapshots and the recorded summaries. The report holds no evolutionary state of its own.

run_id
run:9b051284-862c-5f91-a3c9-0d7f8ff66e1b
experiment
adaptive · seed 42
generations
1000
events
4547
config_hash
82e653607e8ff513…
event schema
v1
deterministic
True
python
3.12.8

A · Organism overview

Organism fitness0.9569mean fitness_ema of active genes
Organism maturity0.9806mean maturity of active genes
Health1.0000mean reliability of active genes
Correctness rate1.000000must be 1.0 for accepted behaviour
Mean selection regret0.040350 = always chose the structurally best algorithm
Genome size5all genes ever created, living or dead

Genes by lifecycle state

stategenes
◌ EMBRYONIC0
◔ EXPERIMENTAL0
◑ DEVELOPING0
◕ STABLE0
● MATURE2
◍ ADAPTING0
◇ DORMANT3
⊘ QUARANTINED0
◐ SENESCENT0
✕ APOPTOTIC0
† DEAD0

Reducer counters

countervalue
apoptoses0
deaths0
dormancies3
events_applied4547
expressions1000
fitness_measurements1000
genes_created5
maturity_changes1000
mutations_promoted1
mutations_proposed29
mutations_rejected28
quarantines0
reactivations0
senescences0
snapshots7
state_changes24
suppressions448

J · Evolution measurement

Vertical markers are concept-drift boundaries, labelled with the initials of the incoming phase (TNS = tiny/nearly sorted, GU = general unsorted, LLMP = large, low memory pressure, LHMP = large, high memory pressure). Trailing means use a 20-generation window and are labelled as such; the underlying per-generation values are in generation_summary.csv.

Selection quality over time
0.0000.2500.5000.7501.000drift → GUdrift → LLMPdrift → LHMPdrift → TNS11000generationscore
performance score (trailing mean) selection regret (trailing mean)
Organism development
0.0000.2500.5000.7501.000drift → GUdrift → LLMPdrift → LHMPdrift → TNS11000generationvalue
organism fitness organism maturity expressed gene coverage (trailing mean) expressed gene stability (trailing mean)
Genome size and anti-bloat budget
0.0001.2502.5003.7505.000drift → GUdrift → LLMPdrift → LHMPdrift → TNS11000generationgenes
genome size living genes active genes
Cumulative mutation decisions
0.0007.25014.50021.75029.000drift → GUdrift → LLMPdrift → LHMPdrift → TNS11000generationcandidates
proposed promoted rejected
Controlled exploration rate (decays to a floor)
0.0000.0350.0700.1050.140drift → GUdrift → LLMPdrift → LHMPdrift → TNS11000generationprobability
exploration rate
Expressed algorithm share across the run
heap32132.1%
quick25925.9%
merge24024.0%
insertion18018.0%

B · Genome / chromosome map

One Sorting chromosome. Indentation shows lineage depth; the badge and the state name both encode lifecycle state, so the table is readable without colour.

genealgorithmstateexecutions maturityfitnessconfidencecoverage evolvability
GeneHeapSortheap● MATURE3210.99991.00000.99971.0000evolvable
GeneInsertionSortinsertion◇ DORMANT1800.93321.00000.98890.5667evolvable
GeneMergeSortmerge● MATURE1140.96140.91380.94221.0000evolvable
GeneQuickSortquick◇ DORMANT2590.99740.99600.99851.0000evolvable
GeneMergeSort.d1_728702merge◇ DORMANT1260.93200.99830.95710.6000evolvable

C · Regulatory network

Genes compete for expression. Each row is one gene’s activation response: a positive bias means the axis activates it, negative means the axis suppresses it. These are the values mutation actually changes.

genestatebasesizesortednessduplicate_ratiomemory_pressurecpu_pressure
GeneHeapSortMATURE+0.05+0.55-0.05+0.30+0.80-0.20
GeneInsertionSortDORMANT+0.10-1.60+1.30+0.20+0.10+0.15
GeneMergeSortMATURE+0.20+0.60+0.05+0.15-0.90-0.05
GeneMergeSort.d1_728702DORMANT+0.20+0.60+0.05+0.15+0.00-0.05
GeneQuickSortDORMANT+0.55+0.20-0.10-0.35+0.10-0.10

D · Evolution timeline

Every gene birth, state change, dormancy, reactivation, senescence, apoptosis and death, in recorded order.

genevententitytransition cause
0GENE_CREATEDgene:a18db12b-f4bb-528b-ab9a-b1fa1…? → EMBRYONICGENESIS_GENOME
0GENE_STATE_CHANGEDgene:a18db12b-f4bb-528b-ab9a-b1fa1…EMBRYONIC → EXPERIMENTALLIFECYCLE_GUARD
0GENE_CREATEDgene:9c6e6b32-ead2-5f6d-be1c-c56aa…? → EMBRYONICGENESIS_GENOME
0GENE_STATE_CHANGEDgene:9c6e6b32-ead2-5f6d-be1c-c56aa…EMBRYONIC → EXPERIMENTALLIFECYCLE_GUARD
0GENE_CREATEDgene:e2e7135f-3525-5478-815f-82309…? → EMBRYONICGENESIS_GENOME
0GENE_STATE_CHANGEDgene:e2e7135f-3525-5478-815f-82309…EMBRYONIC → EXPERIMENTALLIFECYCLE_GUARD
0GENE_CREATEDgene:f3d6ec18-1b4a-5e99-b194-057aa…? → EMBRYONICGENESIS_GENOME
0GENE_STATE_CHANGEDgene:f3d6ec18-1b4a-5e99-b194-057aa…EMBRYONIC → EXPERIMENTALLIFECYCLE_GUARD
18GENE_STATE_CHANGEDgene:a18db12b-f4bb-528b-ab9a-b1fa1…EXPERIMENTAL → DEVELOPINGLIFECYCLE_GUARD
35GENE_STATE_CHANGEDgene:9c6e6b32-ead2-5f6d-be1c-c56aa…EXPERIMENTAL → DEVELOPINGLIFECYCLE_GUARD
44GENE_STATE_CHANGEDgene:a18db12b-f4bb-528b-ab9a-b1fa1…DEVELOPING → STABLELIFECYCLE_GUARD
46GENE_STATE_CHANGEDgene:f3d6ec18-1b4a-5e99-b194-057aa…EXPERIMENTAL → DEVELOPINGLIFECYCLE_GUARD
63GENE_STATE_CHANGEDgene:e2e7135f-3525-5478-815f-82309…EXPERIMENTAL → DEVELOPINGLIFECYCLE_GUARD
72GENE_STATE_CHANGEDgene:a18db12b-f4bb-528b-ab9a-b1fa1…STABLE → MATURELIFECYCLE_GUARD
111MUTATION_PROPOSEDcandidate:11a53a4e-b06a-54b3-b7ac-…PROPOSEDMUTATION_SCHEDULE
111MUTATION_REJECTEDcandidate:11a53a4e-b06a-54b3-b7ac-…REJECTEDPOLICY_REGRESSION
123MUTATION_PROPOSEDcandidate:25e2591a-f6fc-5be3-be98-…PROPOSEDMUTATION_SCHEDULE
123MUTATION_REJECTEDcandidate:25e2591a-f6fc-5be3-be98-…REJECTEDPOLICY_REGRESSION
131MUTATION_PROPOSEDcandidate:0ed2f6aa-1ec9-5e82-bced-…PROPOSEDMUTATION_SCHEDULE
131MUTATION_REJECTEDcandidate:0ed2f6aa-1ec9-5e82-bced-…REJECTEDPOLICY_REGRESSION
137MUTATION_PROPOSEDcandidate:4eefe3a0-35a7-5c35-b9ef-…PROPOSEDMUTATION_SCHEDULE
137MUTATION_REJECTEDcandidate:4eefe3a0-35a7-5c35-b9ef-…REJECTEDPOLICY_REGRESSION
168MUTATION_PROPOSEDcandidate:dd51f6de-e071-51c0-9587-…PROPOSEDMUTATION_SCHEDULE
168MUTATION_REJECTEDcandidate:dd51f6de-e071-51c0-9587-…REJECTEDPOLICY_REGRESSION
196MUTATION_PROPOSEDcandidate:96f8493b-e3ae-5db5-b1f5-…PROPOSEDMUTATION_SCHEDULE
196MUTATION_REJECTEDcandidate:96f8493b-e3ae-5db5-b1f5-…REJECTEDPOLICY_REGRESSION
198MUTATION_PROPOSEDcandidate:62c9dbed-76e7-5741-b76b-…PROPOSEDMUTATION_SCHEDULE
198MUTATION_REJECTEDcandidate:62c9dbed-76e7-5741-b76b-…REJECTEDPOLICY_REGRESSION
221GENE_STATE_CHANGEDgene:e2e7135f-3525-5478-815f-82309…DEVELOPING → STABLELIFECYCLE_GUARD
221MUTATION_PROPOSEDcandidate:0f490c23-5630-5c38-95de-…PROPOSEDMUTATION_SCHEDULE
221MUTATION_REJECTEDcandidate:0f490c23-5630-5c38-95de-…REJECTEDPOLICY_REGRESSION
223GENE_STATE_CHANGEDgene:9c6e6b32-ead2-5f6d-be1c-c56aa…DEVELOPING → STABLELIFECYCLE_GUARD
234MUTATION_PROPOSEDcandidate:7d8a4a56-ee7a-5222-91d8-…PROPOSEDMUTATION_SCHEDULE
234MUTATION_REJECTEDcandidate:7d8a4a56-ee7a-5222-91d8-…REJECTEDPOLICY_REGRESSION
241MUTATION_PROPOSEDcandidate:4a589d8c-c123-5be3-96a4-…PROPOSEDMUTATION_SCHEDULE
241MUTATION_REJECTEDcandidate:4a589d8c-c123-5be3-96a4-…REJECTEDPOLICY_REGRESSION
249GENE_STATE_CHANGEDgene:f3d6ec18-1b4a-5e99-b194-057aa…DEVELOPING → STABLELIFECYCLE_GUARD
272GENE_STATE_CHANGEDgene:9c6e6b32-ead2-5f6d-be1c-c56aa…STABLE → MATURELIFECYCLE_GUARD
291MUTATION_PROPOSEDcandidate:4b0fbbcb-1a61-5c8d-9849-…PROPOSEDMUTATION_SCHEDULE
291MUTATION_REJECTEDcandidate:4b0fbbcb-1a61-5c8d-9849-…REJECTEDPOLICY_REGRESSION
301MUTATION_PROPOSEDcandidate:75bad0dd-29aa-51be-a6d2-…PROPOSEDMUTATION_SCHEDULE
301MUTATION_REJECTEDcandidate:75bad0dd-29aa-51be-a6d2-…REJECTEDPOLICY_REGRESSION
332GENE_STATE_CHANGEDgene:e2e7135f-3525-5478-815f-82309…STABLE → MATURELIFECYCLE_GUARD
334GENE_STATE_CHANGEDgene:f3d6ec18-1b4a-5e99-b194-057aa…STABLE → MATURELIFECYCLE_GUARD
448MUTATION_PROPOSEDcandidate:cbc4f50d-b870-57dc-aabd-…PROPOSEDMUTATION_SCHEDULE
448MUTATION_REJECTEDcandidate:cbc4f50d-b870-57dc-aabd-…REJECTEDPOLICY_REGRESSION
459MUTATION_PROPOSEDcandidate:ad273948-9f2b-58f4-93db-…PROPOSEDMUTATION_SCHEDULE
459MUTATION_REJECTEDcandidate:ad273948-9f2b-58f4-93db-…REJECTEDPOLICY_REGRESSION
464MUTATION_PROPOSEDcandidate:4aae6e67-f4a1-5254-86b4-…PROPOSEDMUTATION_SCHEDULE
464GENE_CREATEDgene:d000242e-7523-5392-848a-72870…? → EMBRYONICPOLICY_IMPROVEMENT
464GENE_STATE_CHANGEDgene:d000242e-7523-5392-848a-72870…EMBRYONIC → EXPERIMENTALLIFECYCLE_GUARD
464GENE_STATE_CHANGEDgene:e2e7135f-3525-5478-815f-82309…POLICY_IMPROVEMENT
464MUTATION_PROMOTEDcandidate:4aae6e67-f4a1-5254-86b4-…PROMOTEDPOLICY_IMPROVEMENT
465MUTATION_PROPOSEDcandidate:461cc1b8-0cec-563a-a04d-…PROPOSEDMUTATION_SCHEDULE
465MUTATION_REJECTEDcandidate:461cc1b8-0cec-563a-a04d-…REJECTEDPOLICY_REGRESSION
513MUTATION_PROPOSEDcandidate:98960c94-6e71-5d9a-8527-…PROPOSEDMUTATION_SCHEDULE
513MUTATION_REJECTEDcandidate:98960c94-6e71-5d9a-8527-…REJECTEDPOLICY_REGRESSION
530MUTATION_PROPOSEDcandidate:f6bcf73e-88d3-5c28-b757-…PROPOSEDMUTATION_SCHEDULE
530MUTATION_REJECTEDcandidate:f6bcf73e-88d3-5c28-b757-…REJECTEDPOLICY_REGRESSION
548GENE_STATE_CHANGEDgene:d000242e-7523-5392-848a-72870…EXPERIMENTAL → DEVELOPINGLIFECYCLE_GUARD
551MUTATION_PROPOSEDcandidate:50759ca8-f1b7-51ba-a7a1-…PROPOSEDMUTATION_SCHEDULE
551MUTATION_REJECTEDcandidate:50759ca8-f1b7-51ba-a7a1-…REJECTEDPOLICY_REGRESSION
584GENE_STATE_CHANGEDgene:d000242e-7523-5392-848a-72870…DEVELOPING → STABLELIFECYCLE_GUARD
626GENE_STATE_CHANGEDgene:d000242e-7523-5392-848a-72870…STABLE → MATURELIFECYCLE_GUARD
677MUTATION_PROPOSEDcandidate:963ff0f8-31c9-5019-a2a9-…PROPOSEDMUTATION_SCHEDULE
677MUTATION_REJECTEDcandidate:963ff0f8-31c9-5019-a2a9-…REJECTEDPOLICY_REGRESSION
702MUTATION_PROPOSEDcandidate:0ba9e635-f9b7-57c8-98e5-…PROPOSEDMUTATION_SCHEDULE
702MUTATION_REJECTEDcandidate:0ba9e635-f9b7-57c8-98e5-…REJECTEDPOLICY_REGRESSION
703MUTATION_PROPOSEDcandidate:fc9738df-aa5b-56a0-a988-…PROPOSEDMUTATION_SCHEDULE
703MUTATION_REJECTEDcandidate:fc9738df-aa5b-56a0-a988-…REJECTEDPOLICY_REGRESSION
716MUTATION_PROPOSEDcandidate:07871c33-757b-544d-ac58-…PROPOSEDMUTATION_SCHEDULE
716MUTATION_REJECTEDcandidate:07871c33-757b-544d-ac58-…REJECTEDPOLICY_REGRESSION
800MUTATION_PROPOSEDcandidate:39d4258c-6a11-5a96-95d8-…PROPOSEDMUTATION_SCHEDULE
800MUTATION_REJECTEDcandidate:39d4258c-6a11-5a96-95d8-…REJECTEDPOLICY_REGRESSION
803MUTATION_PROPOSEDcandidate:d3ff0db4-d5b2-59d2-990c-…PROPOSEDMUTATION_SCHEDULE
803MUTATION_REJECTEDcandidate:d3ff0db4-d5b2-59d2-990c-…REJECTEDPOLICY_REGRESSION
804MUTATION_PROPOSEDcandidate:15f577bd-7d01-5784-b101-…PROPOSEDMUTATION_SCHEDULE
804MUTATION_REJECTEDcandidate:15f577bd-7d01-5784-b101-…REJECTEDPOLICY_REGRESSION
837GENE_DORMANTgene:a18db12b-f4bb-528b-ab9a-b1fa1…MATURE → DORMANTINACTIVITY
942MUTATION_PROPOSEDcandidate:03e05db2-831f-5a2f-961f-…PROPOSEDMUTATION_SCHEDULE
942MUTATION_REJECTEDcandidate:03e05db2-831f-5a2f-961f-…REJECTEDPOLICY_REGRESSION
947MUTATION_PROPOSEDcandidate:859a4230-ce66-5742-ba82-…PROPOSEDMUTATION_SCHEDULE
947MUTATION_REJECTEDcandidate:859a4230-ce66-5742-ba82-…REJECTEDPOLICY_REGRESSION
951MUTATION_PROPOSEDcandidate:b846714a-e508-5503-bf49-…PROPOSEDMUTATION_SCHEDULE
951MUTATION_REJECTEDcandidate:b846714a-e508-5503-bf49-…REJECTEDPOLICY_REGRESSION
967GENE_DORMANTgene:9c6e6b32-ead2-5f6d-be1c-c56aa…MATURE → DORMANTINACTIVITY
969GENE_DORMANTgene:d000242e-7523-5392-848a-72870…MATURE → DORMANTINACTIVITY

E · Phylogenetic / lineage tree

Descendants are promoted candidates. Dead and dormant branches remain queryable — nothing is removed from history.

  • GeneHeapSort heap · born gen 0 · MATURE · maturity 1.000 · 321 executions
  • GeneInsertionSort insertion · born gen 0 · DORMANT · maturity 0.933 · 180 executions
  • GeneMergeSort merge · born gen 0 · MATURE · maturity 0.961 · 114 executions
    • GeneMergeSort.d1_728702 merge · born gen 464 · DORMANT · maturity 0.932 · 126 executions
  • GeneQuickSort quick · born gen 0 · DORMANT · maturity 0.997 · 259 executions

F · Phenotype view — generation 1000

Available genotype versus what was actually expressed. Environment: size 25, sortedness 0.955, duplicates 0.196, memory pressure 0.015, CPU pressure 0.176 (TINY_NEARLY_SORTED).

genelifecycle staterole in phenotype expression level
GeneHeapSortMATUREsuppressed this generation0.000
GeneInsertionSortDORMANTdormant — available genotype, not expressed0.000
GeneMergeSortMATUREEXPRESSED1.000
GeneMergeSort.d1_728702DORMANTdormant — available genotype, not expressed0.000
GeneQuickSortDORMANTdormant — available genotype, not expressed0.000

G · Mutation inspector

Every candidate ever proposed, promoted or rejected, with the evidence that decided it. Rejected candidates stay inspectable — that is the point of an immutable history.

REJECTED generation 111 · operator REGULATORY_POINT_SHIFT · parent policy 0.986430 → candidate 0.986430 (Δ 0.000000, margin 0.002500)

Candidate candidate:11a53a4e-b06a-54b3-b7ac-5fb7e18bf1ce · seed 1178609715658867196 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
duplicate_ratio0.20000.39990.1999

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 123 · operator REGULATORY_RESET_AXIS · parent policy 0.980675 → candidate 0.980675 (Δ 0.000000, margin 0.002500)

Candidate candidate:25e2591a-f6fc-5be3-be98-33affd049acd · seed 4446712174124574331 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
duplicate_ratio0.20000.0000-0.2000

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 131 · operator REGULATORY_POINT_SHIFT · parent policy 0.976063 → candidate 0.976063 (Δ 0.000000, margin 0.002500)

Candidate candidate:0ed2f6aa-1ec9-5e82-bced-9615d7893e6e · seed 2844333241216085671 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
duplicate_ratio0.20000.32840.1284

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 137 · operator REGULATORY_RESET_AXIS · parent policy 0.969004 → candidate 0.969004 (Δ 0.000000, margin 0.002500)

Candidate candidate:4eefe3a0-35a7-5c35-b9ef-8535e91af8e8 · seed 631181621516239569 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
memory_pressure0.10000.0000-0.1000

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 168 · operator REGULATORY_POINT_SHIFT · parent policy 0.990098 → candidate 0.990098 (Δ 0.000000, margin 0.002500)

Candidate candidate:dd51f6de-e071-51c0-9587-c0ed704413e5 · seed 1513192712894927478 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
duplicate_ratio0.20000.0456-0.1544

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 196 · operator REGULATORY_POINT_SHIFT · parent policy 0.991539 → candidate 0.983624 (Δ -0.007915, margin 0.002500)

Candidate candidate:96f8493b-e3ae-5db5-b1f5-f8ad5d31e8ac · seed 2959989745860105739 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
sortedness-0.1000-0.01890.0811

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.007915, which does not clear the 0.002500 margin
REJECTED generation 198 · operator REGULATORY_POINT_SHIFT · parent policy 0.989696 → candidate 0.989696 (Δ 0.000000, margin 0.002500)

Candidate candidate:62c9dbed-76e7-5741-b76b-7074beccf3bb · seed 81512448080101444 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.10000.0989-0.0011

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 221 · operator REGULATORY_POINT_SHIFT · parent policy 0.988188 → candidate 0.955822 (Δ -0.032365, margin 0.002500)

Candidate candidate:0f490c23-5630-5c38-95de-0a7163338447 · seed 2776066366164053007 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.20000.0524-0.1476

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.032365, which does not clear the 0.002500 margin
REJECTED generation 234 · operator REGULATORY_POINT_SHIFT · parent policy 0.977100 → candidate 0.955329 (Δ -0.021771, margin 0.002500)

Candidate candidate:7d8a4a56-ee7a-5222-91d8-61f415065d12 · seed 929533949939392150 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
size0.20000.35640.1564

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.021771, which does not clear the 0.002500 margin
REJECTED generation 241 · operator REGULATORY_SCALE · parent policy 0.985805 → candidate 0.985805 (Δ 0.000000, margin 0.002500)

Candidate candidate:4a589d8c-c123-5be3-96a4-510bb35dec39 · seed 2766947541912942316 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.10000.13290.0329
cpu_pressure0.15000.19940.0494
duplicate_ratio0.20000.26590.0659
memory_pressure0.10000.13290.0329
size-1.6000-2.1270-0.5270
sortedness1.30001.72820.4282

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 291 · operator REGULATORY_RESET_AXIS · parent policy 0.982281 → candidate 0.952689 (Δ -0.029592, margin 0.002500)

Candidate candidate:4b0fbbcb-1a61-5c8d-9849-44b61c3b7e95 · seed 2088775319220237628 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
size0.60000.0000-0.6000

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.029592, which does not clear the 0.002500 margin
REJECTED generation 301 · operator REGULATORY_SCALE · parent policy 0.984806 → candidate 0.984677 (Δ -0.000128, margin 0.002500)

Candidate candidate:75bad0dd-29aa-51be-a6d2-15d83dba2fa7 · seed 1734669441890796939 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.55000.4460-0.1040
cpu_pressure-0.1000-0.08110.0189
duplicate_ratio-0.3500-0.28380.0662
memory_pressure0.10000.0811-0.0189
size0.20000.1622-0.0378
sortedness-0.1000-0.08110.0189

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.000128, which does not clear the 0.002500 margin
REJECTED generation 448 · operator REGULATORY_RESET_AXIS · parent policy 0.987315 → candidate 0.979905 (Δ -0.007410, margin 0.002500)

Candidate candidate:cbc4f50d-b870-57dc-aabd-e20c2bd7f714 · seed 474886393212308051 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
duplicate_ratio-0.35000.00000.3500

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.007410, which does not clear the 0.002500 margin
REJECTED generation 459 · operator REGULATORY_SCALE · parent policy 0.985912 → candidate 0.987322 (Δ 0.001410, margin 0.002500)

Candidate candidate:ad273948-9f2b-58f4-93db-fd073aede518 · seed 3675118275159434806 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.55000.5376-0.0124
cpu_pressure-0.1000-0.09770.0023
duplicate_ratio-0.3500-0.34210.0079
memory_pressure0.10000.0977-0.0023
size0.20000.1955-0.0045
sortedness-0.1000-0.09770.0023

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.001410, which does not clear the 0.002500 margin
REJECTED generation 465 · operator REGULATORY_SCALE · parent policy 0.984372 → candidate 0.984372 (Δ 0.000000, margin 0.002500)

Candidate candidate:461cc1b8-0cec-563a-a04d-a54c8320e899 · seed 2041563356106254471 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.20000.1970-0.0030
cpu_pressure-0.0500-0.04920.0008
duplicate_ratio0.15000.1477-0.0023
memory_pressure-0.9000-0.88640.0136
size0.60000.5909-0.0091
sortedness0.05000.0492-0.0008

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 513 · operator REGULATORY_POINT_SHIFT · parent policy 0.974158 → candidate 0.973715 (Δ -0.000442, margin 0.002500)

Candidate candidate:98960c94-6e71-5d9a-8527-9996bccff0ac · seed 1010389000221321612 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
sortedness-0.1000-0.1050-0.0050

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.000442, which does not clear the 0.002500 margin
REJECTED generation 530 · operator REGULATORY_SCALE · parent policy 0.977221 → candidate 0.977221 (Δ 0.000000, margin 0.002500)

Candidate candidate:f6bcf73e-88d3-5c28-b757-ede3510f4aff · seed 3456545927851444596 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.10000.10220.0022
cpu_pressure0.15000.15330.0033
duplicate_ratio0.20000.20440.0044
memory_pressure0.10000.10220.0022
size-1.6000-1.6351-0.0351
sortedness1.30001.32850.0285

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 551 · operator REGULATORY_POINT_SHIFT · parent policy 0.977712 → candidate 0.966983 (Δ -0.010729, margin 0.002500)

Candidate candidate:50759ca8-f1b7-51ba-a7a1-9ad0098a02c7 · seed 3698323424963537414 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
sortedness-0.10000.11490.2149

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.010729, which does not clear the 0.002500 margin
REJECTED generation 677 · operator REGULATORY_SCALE · parent policy 0.980363 → candidate 0.979842 (Δ -0.000521, margin 0.002500)

Candidate candidate:963ff0f8-31c9-5019-a2a9-4cc86fb62352 · seed 2123140820157881761 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.20000.1837-0.0163
cpu_pressure-0.0500-0.04590.0041
duplicate_ratio0.15000.1378-0.0122
size0.60000.5512-0.0488
sortedness0.05000.0459-0.0041

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.000521, which does not clear the 0.002500 margin
REJECTED generation 702 · operator REGULATORY_SCALE · parent policy 0.979825 → candidate 0.976873 (Δ -0.002953, margin 0.002500)

Candidate candidate:0ba9e635-f9b7-57c8-98e5-7f925f8ae1ab · seed 816237392163735943 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.55000.61130.0613
cpu_pressure-0.1000-0.1111-0.0111
duplicate_ratio-0.3500-0.3890-0.0390
memory_pressure0.10000.11110.0111
size0.20000.22230.0223
sortedness-0.1000-0.1111-0.0111

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.002953, which does not clear the 0.002500 margin
REJECTED generation 703 · operator REGULATORY_POINT_SHIFT · parent policy 0.994178 → candidate 0.963117 (Δ -0.031061, margin 0.002500)

Candidate candidate:fc9738df-aa5b-56a0-a988-c39d74dddcde · seed 3494316829767276218 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
size0.20000.41910.2191

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.031061, which does not clear the 0.002500 margin
REJECTED generation 716 · operator REGULATORY_POINT_SHIFT · parent policy 0.986096 → candidate 0.986096 (Δ 0.000000, margin 0.002500)

Candidate candidate:07871c33-757b-544d-ac58-43f775ad8d9a · seed 422483509407939092 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
memory_pressure0.80000.7365-0.0635

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.000000, which does not clear the 0.002500 margin
REJECTED generation 800 · operator REGULATORY_SCALE · parent policy 0.975330 → candidate 0.977182 (Δ 0.001852, margin 0.002500)

Candidate candidate:39d4258c-6a11-5a96-95d8-bb7234b2bdb4 · seed 3964688497250914460 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.05000.05820.0082
cpu_pressure-0.2000-0.2330-0.0330
duplicate_ratio0.30000.34940.0494
memory_pressure0.80000.93180.1318
size0.55000.64060.0906
sortedness-0.0500-0.0582-0.0082

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by 0.001852, which does not clear the 0.002500 margin
REJECTED generation 803 · operator REGULATORY_RESET_AXIS · parent policy 0.980914 → candidate 0.887582 (Δ -0.093332, margin 0.002500)

Candidate candidate:d3ff0db4-d5b2-59d2-990c-5ad89c2fdd9e · seed 769160892425760940 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
memory_pressure0.80000.0000-0.8000

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.093332, which does not clear the 0.002500 margin
REJECTED generation 804 · operator REGULATORY_POINT_SHIFT · parent policy 0.969201 → candidate 0.965653 (Δ -0.003548, margin 0.002500)

Candidate candidate:15f577bd-7d01-5784-b101-e32c76d93dd6 · seed 1976143120516763034 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.05000.0326-0.0174

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.003548, which does not clear the 0.002500 margin
REJECTED generation 942 · operator REGULATORY_RESET_AXIS · parent policy 0.996201 → candidate 0.992042 (Δ -0.004159, margin 0.002500)

Candidate candidate:03e05db2-831f-5a2f-961f-c87a84045b44 · seed 2135034942576649590 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.05000.0000-0.0500

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.004159, which does not clear the 0.002500 margin
REJECTED generation 947 · operator REGULATORY_RESET_AXIS · parent policy 0.990429 → candidate 0.974024 (Δ -0.016405, margin 0.002500)

Candidate candidate:859a4230-ce66-5742-ba82-1503104afe8d · seed 1983823210577737373 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
size0.55000.0000-0.5500

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.016405, which does not clear the 0.002500 margin
REJECTED generation 951 · operator REGULATORY_SCALE · parent policy 0.986331 → candidate 0.984339 (Δ -0.001992, margin 0.002500)

Candidate candidate:b846714a-e508-5503-bf49-09e34f916f08 · seed 565600893676355568 · shadow environments 64 · executed 8

Regulatory difference from parent

axisparentcandidateΔ
base0.05000.06020.0102
cpu_pressure-0.2000-0.2409-0.0409
duplicate_ratio0.30000.36130.0613
memory_pressure0.80000.96350.1635
size0.55000.66240.1124
sortedness-0.0500-0.0602-0.0102

Validation stages

  • ✓ contract_valid
  • ✓ differential_valid
  • ✓ resource_valid
  • ✓ security_valid
  • ✓ static_valid
  • ✓ type_valid

Decision reasons

  • organism policy utility changed by -0.001992, which does not clear the 0.002500 margin

H · Why panel

Each answer is generated from recorded event evidence and configured thresholds. Nothing here is inferred: if the evidence was not recorded, the panel says so.

Why was this gene expressed?

generation 1000 · GENE_EXPRESSED · cause REGULATORY_SELECTION · event 2f35fac78b6b…

dominant regulatory contributions: base +0.200, size +0.123, _fitness_term +0.091, _maturity_term +0.077

Why did maturity change?

generation 1000 · MATURITY_CHANGED · cause EVIDENCE_UPDATE · event 124cf59268f1…

maturity = raw 0.9614 × evidence factor 1.000 − failure penalty 0.000 = 0.9614

Why was this mutation proposed?

generation 951 · MUTATION_PROPOSED · cause MUTATION_SCHEDULE · event 36fde49d9c51…

No structured evidence was recorded for this event.

Why was this mutation promoted?

generation 464 · MUTATION_PROMOTED · cause POLICY_IMPROVEMENT · event fe37cfc1a615…

validation said: organism policy utility improved by 0.011792, clearing the 0.002500 margin

Why was this mutation rejected?

generation 951 · MUTATION_REJECTED · cause POLICY_REGRESSION · event 70a83ac8c9b7…

validation said: organism policy utility changed by -0.001992, which does not clear the 0.002500 margin

Why did this gene become dormant?

generation 969 · GENE_DORMANT · cause INACTIVITY · event f911654989e3…

guard evidence: {"generation": 969, "inactive_generations": 220, "threshold": 220}

I · Event browser

Event type counts

event_typecount
ENVIRONMENT_GENERATED1000
GENE_EXPRESSED1000
FITNESS_MEASURED1000
MATURITY_CHANGED1000
GENE_SUPPRESSED448
MUTATION_PROPOSED29
MUTATION_REJECTED28
GENE_STATE_CHANGED21
SNAPSHOT_CREATED7
GENE_CREATED5
GENE_DORMANT3
RUN_STARTED1
GENOME_CREATED1
ORGANISM_CREATED1
CHROMOSOME_CREATED1
MUTATION_PROMOTED1
RUN_FINISHED1

Chain endpoints

seqgentypeprev hash hashcause
00RUN_STARTED0000000000…740569a7e2…RUN_BOOTSTRAP
10GENOME_CREATED740569a7e2…924351ddab…GENESIS_GENOME
20ORGANISM_CREATED924351ddab…d010100682…GENESIS_GENOME
45441000SNAPSHOT_CREATED124cf59268…bccc713163…SNAPSHOT_INTERVAL
45451000SNAPSHOT_CREATEDbccc713163…50549af183…SNAPSHOT_INTERVAL
45461000RUN_FINISHED50549af183…45ded5241f…RUN_COMPLETE

The full searchable stream is events.jsonl. A static file cannot filter it interactively; that is the job of the v0.2 dashboard.

Integrity and reproducibility

check resultevidence
Semantic hash chainPASS4547 events verified in this report
Report replay vs recorded final statePASSreducer produced 8a243cce7a166ecd…
Genesis replay vs live runPASSrecorded by the run itself
Snapshot replay vs genesis replayPASSsnapshot at generation 1000
Snapshots verified8each snapshot re-hashed from its stored state
Live-vs-reducer assertions during the run4asserted at the configured interval

Provenance warnings

  • git_commit is null: the project is not under Git, so code provenance for this run cannot be verified from the manifest

What this report does not show

  • This is regulatory evolution. No executable code was mutated, so nothing here supports a claim about evolving programs in general, let alone a programming language.
  • Performance is scored from a documented structural cost model, not from wall-clock timing (timing_blend_weight = 0.0). Wall-clock time is recorded but explicitly non-causal, which is what makes replay exact.
  • This is a single seed (42). The specification requires ≥5 seeds for a smoke test and ≥30 for a research claim. No comparative conclusion should be drawn from this page alone — run run_baselines.py and run_ablation.py across seeds.
  • Epigenetics is DEFERRED in v0.1, so no epigenetic view exists and the matching ablation reports N/A rather than a fabricated comparison.
  • This is a static projection. Interactive time travel, generation A/B comparison and event filtering are the v0.2 dashboard’s job.
Generated by build_report.py from recorded TGIG outputs only. The report maintains no evolutionary state of its own.