# Emergent Civilization Dynamics under Resource Scarcity
## An Agent-Based Evolutionary Investigation of Project Genesis

**Date:** 2026-06-28 13:15:20
**Experiment Run:** `fights alowwed with instalnt heal to check realtionship logic`
**Procedural Seed:** `1720`

---

### Abstract
This paper presents a comprehensive computational analysis of an evolutionary multi-agent simulation conducted within the Project Genesis framework. Spawning 307 founding agents across 4 geographical colonies under a resource scarcity level of 3, we track the emergence of social structures, shelter technology, and cognitive pathways over a lifespan of 15384 ticks. By profiling the high-performance subsystems and mapping genetic diversities, we demonstrate how environmental pressures drive adaptive behaviors, territorial boundaries, and cognitive structures, culminating in a final system state of **SURVIVED (198/307 alive)**.

---

### 1. Experimental Setup & Parameters
The simulation environment was initialized on a 1024x1024 grid using multi-octave Perlin noise. The following physical and evolutionary parameters were enforced:
- **World Seed:** 1720
- **Scarcity Factor:** 3
- **Maximum Carrying Capacity:** 200
- **Genetic Mutation Deviation:** 0.05
- **Disasters Enabled:** True
- **Territorial Disputes Enabled:** False
- **Healing Multiplier:** 2000000.0

---

### 2. High-Precision Subsystem Performance Profile
To evaluate computational efficiency and identify simulation bottlenecks, microsecond-precision timers were integrated into all core subsystems. The performance profile below catalogs the computational overhead:

| Subsystem | Calls | Total Time (ms) | Avg Time (ms) | Max Time (ms) | Worst Tick |
| :--- | :--- | :--- | :--- | :--- | :--- |
| Perception | 1231105 | 3264603.25 | 2.6518 | 30.74 | 13072 |
| Decision | 460422 | 500865.78 | 1.0878 | 169.60 | 12725 |
| Movement | 1231105 | 26131.75 | 0.0212 | 3.22 | 5527 |
| Drives_relationships | 1231105 | 54340.53 | 0.0441 | 3.03 | 10211 |
| Neural_predictor | 85513 | 4513.85 | 0.0528 | 0.00 | -1 |
| Memory_pruning | 3359 | 455.55 | 0.1356 | 0.90 | 12240 |
| Reproduction | 15384 | 2864.53 | 0.1862 | 101.49 | 15000 |
| Ecology | 15384 | 68147.57 | 4.4298 | 82.69 | 14983 |
| Logging | 15384 | 152.84 | 0.0099 | 3.17 | 14600 |
| Callback | 15384 | 13694.12 | 0.8902 | 813.46 | 15000 |


*Note: Spatial hashing query optimization was active, reducing neighbor lookups from $O(N^2)$ to $O(1)$ complexity.*

---

### 3. Population & Derived Scientific Metrics
The following table presents the 17 derived scientific metrics calculated from the complete simulation telemetry:

| Metric | Value |
| :--- | :--- |
| Avg generation interval | 20.0 |
| Population doubling time | 5000 |
| Colony lifespans | Alpha: 15384, Beta: 15384, Gamma: 15384, Delta: 15384 |
| Avg genetic diversity | 0.4034 |
| Food efficiency | 103610.0 |
| Water efficiency | 1177050.0 |
| Energy efficiency | 12311050.0 |
| Avg prediction error | 12.0871 |
| Concept formation rate | 1.69 |
| Procedure creation rate | 22.034 |
| Avg children | 1.9 |
| Avg grandchildren | 2.67 |
| Avg descendants | 4.55 |
| Avg distance from birthplace | 6.9 |
| Avg shelter occupancy | 0.316 |
| Avg social degree | 197.13 |
| Avg cooperation score | 0.0523 |
| Avg conflict score | 1.787 |


---

### 4. Binned Population Distributions
Averages hide critical demographic curves. Below are the detailed distributions for lifespans, children, and generations across the entire population:

#### Lifespan Distribution
| Age Bin | Agent Count |
| :--- | :--- |
| 0-10 years | 177 |
| 10-20 years | 62 |
| 20-30 years | 31 |
| 30-40 years | 17 |
| 40-50 years | 11 |
| 50-60 years | 2 |
| 60-70 years | 4 |
| 70-80 years | 2 |
| 80+ years | 1 |

#### Children Distribution
| Children Bin | Agent Count |
| :--- | :--- |
| 0 children | 227 |
| 1 child | 9 |
| 2 children | 8 |
| 3 children | 4 |
| 4 children | 7 |
| 5-8 children | 23 |
| 9+ children | 29 |

#### Generation Distribution
| Generation | Agent Count |
| :--- | :--- |
| Gen 0 | 16 |
| Gen 1 | 63 |
| Gen 2 | 132 |
| Gen 3 | 96 |
| Gen 4 | 0 |
| Gen 5+ | 0 |


---

### 5. Evolutionary Success Leaderboard
By recursively tracing agent lineages back to their Gen 0 founders, we identify the genotypes that dominated evolution:

#### Largest Lineages (Descendants Born)
| Founder ID | Colony | Total Descendants |
| :--- | :--- | :--- |
| #10 | Gamma | 91 |
| #5 | Beta | 78 |
| #9 | Gamma | 77 |
| #6 | Beta | 63 |
| #8 | Gamma | 61 |

#### Longest Surviving Lineages (Ticks Spanned)
| Founder ID | Colony | Longevity (Ticks) |
| :--- | :--- | :--- |
| #0 | Alpha | 15384 |
| #1 | Alpha | 15384 |
| #2 | Alpha | 15384 |
| #3 | Alpha | 15384 |
| #4 | Beta | 15384 |

#### Cognitive Mastery Lineages (Avg Predictor Accuracy)
| Founder ID | Colony | Avg Predictor Accuracy |
| :--- | :--- | :--- |
| #8 | Gamma | 0.7843 |
| #11 | Gamma | 0.7682 |
| #9 | Gamma | 0.7252 |
| #10 | Gamma | 0.7098 |
| #4 | Beta | 0.6008 |


---

### 6. Interesting Observations & Anomalies
We apply rule-based heuristics to identify behavioral adaptations and systemic anomalies:

#### Behavioral Observations
- **Observation:** Mortality bias detected: Starvation deaths (33) far exceeded Exposure deaths (0), indicating that food scarcity was the dominant selective pressure.


#### Systemic Anomalies
- *No severe demographic anomalies observed. Population growth remains stable.*


---

### 7. Chronological Milestones & Historical Log
The historical progression of the world is punctuated by seasonal shifts, global disasters, and demographic milestones:

- **Tick 1 (Year 0, Day 1)**: Milestone - *Complete shelter network achieved — all 16 living agents have shelter!*
- **Tick 5 (Year 0, Day 5)**: Birth - *Child #16 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 5 (Year 0, Day 5)**: Milestone - *First successful reproduction! (parents #0 x #1) Birth #1.*
- **Tick 6 (Year 0, Day 6)**: Birth - *Child #17 (Gen 1) born in Colony Gamma to Parents #8 and #11.*
- **Tick 6 (Year 0, Day 6)**: Birth - *Child #18 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 73 (Year 0, Day 73)**: Birth - *Child #19 (Gen 1) born in Colony Alpha to Parents #2 and #3.*
- **Tick 73 (Year 0, Day 73)**: Milestone - *New population peak reached: 20 alive at tick 73!*
- **Tick 80 (Year 0, Day 80)**: Birth - *Child #20 (Gen 1) born in Colony Delta to Parents #13 and #15.*
- **Tick 82 (Year 0, Day 82)**: Birth - *Child #21 (Gen 1) born in Colony Gamma to Parents #9 and #10.*
- **Tick 88 (Year 0, Day 88)**: Birth - *Child #22 (Gen 1) born in Colony Beta to Parents #4 and #5.*
- **Tick 117 (Year 0, Day 117)**: Birth - *Child #23 (Gen 1) born in Colony Beta to Parents #6 and #7.*
- **Tick 417 (Year 1, Day 57)**: Birth - *Child #24 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 429 (Year 1, Day 69)**: Birth - *Child #25 (Gen 1) born in Colony Gamma to Parents #8 and #11.*
- **Tick 437 (Year 1, Day 77)**: Birth - *Child #26 (Gen 1) born in Colony Alpha to Parents #1 and #3.*
- **Tick 462 (Year 1, Day 102)**: Birth - *Child #27 (Gen 1) born in Colony Alpha to Parents #0 and #2.*
- **Tick 464 (Year 1, Day 104)**: Birth - *Child #28 (Gen 1) born in Colony Beta to Parents #4 and #5.*
- **Tick 478 (Year 1, Day 118)**: Birth - *Child #29 (Gen 1) born in Colony Beta to Parents #6 and #7.*
- **Tick 478 (Year 1, Day 118)**: Milestone - *New population peak reached: 30 alive at tick 478!*
- **Tick 482 (Year 1, Day 122)**: Birth - *Child #30 (Gen 1) born in Colony Gamma to Parents #9 and #10.*
- **Tick 501 (Year 1, Day 141)**: Milestone - *Population crisis — dropped below 50 (31 alive). Survival at risk.*
- **Tick 613 (Year 1, Day 253)**: Birth - *Child #31 (Gen 1) born in Colony Delta to Parents #13 and #15.*
- **Tick 821 (Year 2, Day 101)**: Birth - *Child #32 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 841 (Year 2, Day 121)**: Birth - *Child #33 (Gen 1) born in Colony Beta to Parents #5 and #6.*
- **Tick 844 (Year 2, Day 124)**: Birth - *Child #34 (Gen 1) born in Colony Gamma to Parents #10 and #11.*
- **Tick 853 (Year 2, Day 133)**: Birth - *Child #35 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 890 (Year 2, Day 170)**: Birth - *Child #36 (Gen 1) born in Colony Gamma to Parents #8 and #9.*
- **Tick 896 (Year 2, Day 176)**: Death - *Agent #17 died at coordinate (138, 511). Primary: Dehydration. Secondary: None.*
- **Tick 977 (Year 2, Day 257)**: Birth - *Child #37 (Gen 1) born in Colony Alpha to Parents #2 and #3.*
- **Tick 1175 (Year 3, Day 95)**: Death - *Agent #27 died at coordinate (145, 504). Primary: Starvation. Secondary: None.*
- **Tick 1251 (Year 3, Day 171)**: Birth - *Child #38 (Gen 1) born in Colony Gamma to Parents #10 and #11.*
- **Tick 1569 (Year 4, Day 129)**: Birth - *Child #39 (Gen 1) born in Colony Beta to Parents #5 and #7.*
- **Tick 1713 (Year 4, Day 273)**: Death - *Agent #19 died at coordinate (139, 495). Primary: Dehydration. Secondary: None.*
- **Tick 1824 (Year 5, Day 24)**: Death - *Agent #20 died at coordinate (146, 505). Primary: Dehydration. Secondary: None.*
- **Tick 1875 (Year 5, Day 75)**: Birth - *Child #40 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 1901 (Year 5, Day 101)**: Birth - *Child #41 (Gen 1) born in Colony Alpha to Parents #0 and #2.*
- **Tick 1908 (Year 5, Day 108)**: Death - *Agent #11 died at coordinate (153, 509). Primary: Starvation. Secondary: Exposure.*
- **Tick 2066 (Year 5, Day 266)**: Birth - *Child #42 (Gen 1) born in Colony Beta to Parents #5 and #7.*
- **Tick 2251 (Year 6, Day 91)**: Death - *Agent #31 died at coordinate (131, 513). Primary: Dehydration. Secondary: None.*
- **Tick 2263 (Year 6, Day 103)**: Birth - *Child #43 (Gen 1) born in Colony Alpha to Parents #1 and #2.*
- **Tick 2282 (Year 6, Day 122)**: Birth - *Child #44 (Gen 1) born in Colony Delta to Parents #12 and #13.*
- **Tick 2300 (Year 6, Day 140)**: Birth - *Child #45 (Gen 1) born in Colony Delta to Parents #14 and #15.*
- **Tick 2300 (Year 6, Day 140)**: Milestone - *New population peak reached: 40 alive at tick 2300!*
- **Tick 2403 (Year 6, Day 243)**: Birth - *Child #46 (Gen 1) born in Colony Gamma to Parents #8 and #10.*
- **Tick 2432 (Year 6, Day 272)**: Birth - *Child #47 (Gen 1) born in Colony Beta to Parents #5 and #7.*
- **Tick 2858 (Year 7, Day 338)**: Birth - *Child #48 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 2859 (Year 7, Day 339)**: Birth - *Child #49 (Gen 1) born in Colony Alpha to Parents #1 and #2.*
- **Tick 3183 (Year 8, Day 303)**: Death - *Agent #4 died at coordinate (156, 513). Primary: Dehydration. Secondary: None.*
- **Tick 3314 (Year 9, Day 74)**: Birth - *Child #50 (Gen 1) born in Colony Delta to Parents #12 and #14.*
- **Tick 3322 (Year 9, Day 82)**: Birth - *Child #51 (Gen 1) born in Colony Beta to Parents #5 and #6.*
- **Tick 3362 (Year 9, Day 122)**: Birth - *Child #52 (Gen 1) born in Colony Gamma to Parents #9 and #10.*
- **Tick 3363 (Year 9, Day 123)**: Birth - *Child #53 (Gen 1) born in Colony Alpha to Parents #1 and #2.*
- **Tick 3678 (Year 10, Day 78)**: Birth - *Child #54 (Gen 1) born in Colony Delta to Parents #12 and #15.*
- **Tick 3685 (Year 10, Day 85)**: Birth - *Child #55 (Gen 1) born in Colony Beta to Parents #5 and #6.*
- **Tick 3705 (Year 10, Day 105)**: Birth - *Child #56 (Gen 1) born in Colony Delta to Parents #13 and #14.*
- **Tick 3705 (Year 10, Day 105)**: Milestone - *New population peak reached: 50 alive at tick 3705!*
- **Tick 3725 (Year 10, Day 125)**: Birth - *Child #57 (Gen 1) born in Colony Alpha to Parents #1 and #2.*
- **Tick 3728 (Year 10, Day 128)**: Birth - *Child #58 (Gen 1) born in Colony Gamma to Parents #9 and #10.*
- **Tick 3924 (Year 10, Day 324)**: Death - *Agent #28 died at coordinate (180, 483). Primary: Dehydration. Secondary: None.*
- **Tick 3940 (Year 10, Day 340)**: Death - *Agent #41 died at coordinate (176, 471). Primary: Dehydration. Secondary: Exposure.*
- **Tick 4046 (Year 11, Day 86)**: Birth - *Child #59 (Gen 1) born in Colony Delta to Parents #12 and #15.*
- **Tick 4081 (Year 11, Day 121)**: Death - *Agent #14 died at coordinate (136, 512). Primary: Dehydration. Secondary: Exposure.*
- **Tick 4087 (Year 11, Day 127)**: Birth - *Child #60 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 4110 (Year 11, Day 150)**: Birth - *Child #61 (Gen 1) born in Colony Gamma to Parents #8 and #10.*
- **Tick 4206 (Year 11, Day 246)**: Birth - *Child #62 (Gen 1) born in Colony Beta to Parents #5 and #7.*
- **Tick 4210 (Year 11, Day 250)**: Birth - *Child #63 (Gen 1) born in Colony Alpha to Parents #2 and #3.*
- **Tick 4336 (Year 12, Day 16)**: Death - *Agent #16 died at coordinate (124, 530). Primary: Dehydration. Secondary: None.*
- **Tick 4408 (Year 12, Day 88)**: Birth - *Child #64 (Gen 1) born in Colony Delta to Parents #12 and #13.*
- **Tick 4536 (Year 12, Day 216)**: Birth - *Child #65 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 4568 (Year 12, Day 248)**: Birth - *Child #66 (Gen 1) born in Colony Gamma to Parents #8 and #10.*
- **Tick 4572 (Year 12, Day 252)**: Birth - *Child #67 (Gen 1) born in Colony Beta to Parents #5 and #7.*
- **Tick 4683 (Year 13, Day 3)**: Death - *Agent #43 died at coordinate (153, 512). Primary: Dehydration. Secondary: None.*
- **Tick 4735 (Year 13, Day 55)**: Death - *Agent #23 died at coordinate (126, 483). Primary: Injury. Secondary: Dehydration.*
- **Tick 4954 (Year 13, Day 274)**: Death - *Agent #7 died at coordinate (146, 503). Primary: Old Age. Secondary: Dehydration.*
- **Tick 4997 (Year 13, Day 317)**: Death - *Agent #33 died at coordinate (147, 503). Primary: Injury. Secondary: Dehydration.*
- **Tick 5359 (Year 14, Day 319)**: Death - *Agent #24 died at coordinate (144, 505). Primary: Injury. Secondary: Exposure.*
- **Tick 5465 (Year 15, Day 65)**: Birth - *Child #68 (Gen 2) born in Colony Beta to Parents #5 and #22.*
- **Tick 5465 (Year 15, Day 65)**: Milestone - *First grandchild born — the civilization now spans three generations!*
- **Tick 5509 (Year 15, Day 109)**: Birth - *Child #69 (Gen 1) born in Colony Alpha to Parents #0 and #2.*
- **Tick 5635 (Year 15, Day 235)**: Birth - *Child #70 (Gen 2) born in Colony Gamma to Parents #8 and #25.*
- **Tick 5833 (Year 16, Day 73)**: Birth - *Child #71 (Gen 2) born in Colony Gamma to Parents #10 and #21.*
- **Tick 5834 (Year 16, Day 74)**: Birth - *Child #72 (Gen 2) born in Colony Beta to Parents #5 and #29.*
- **Tick 5838 (Year 16, Day 78)**: Birth - *Child #73 (Gen 1) born in Colony Delta to Parents #13 and #15.*
- **Tick 5876 (Year 16, Day 116)**: Birth - *Child #74 (Gen 2) born in Colony Alpha to Parents #0 and #26.*
- **Tick 5884 (Year 16, Day 124)**: Birth - *Child #75 (Gen 2) born in Colony Gamma to Parents #9 and #30.*
- **Tick 5884 (Year 16, Day 124)**: Milestone - *New population peak reached: 60 alive at tick 5884!*
- **Tick 5991 (Year 16, Day 231)**: Birth - *Child #76 (Gen 2) born in Colony Beta to Parents #6 and #22.*
- **Tick 6009 (Year 16, Day 249)**: Birth - *Child #77 (Gen 2) born in Colony Gamma to Parents #8 and #34.*
- **Tick 6026 (Year 16, Day 266)**: Death - *Agent #12 died at coordinate (144, 502). Primary: Dehydration. Secondary: None.*
- **Tick 6069 (Year 16, Day 309)**: Birth - *Child #78 (Gen 1) born in Colony Alpha to Parents #2 and #3.*
- **Tick 6128 (Year 17, Day 8)**: Death - *Agent #44 died at coordinate (128, 492). Primary: Dehydration. Secondary: Exposure.*
- **Tick 6138 (Year 17, Day 18)**: Birth - *Child #79 (Gen 2) born in Colony Delta to Parents #18 and #32.*
- **Tick 6149 (Year 17, Day 29)**: Death - *Agent #40 died at coordinate (188, 518). Primary: Dehydration. Secondary: Exposure.*
- **Tick 6168 (Year 17, Day 48)**: Death - *Agent #62 died at coordinate (138, 502). Primary: Dehydration. Secondary: None.*
- **Tick 6181 (Year 17, Day 61)**: Death - *Agent #59 died at coordinate (136, 484). Primary: Dehydration. Secondary: None.*
- **Tick 6195 (Year 17, Day 75)**: Birth - *Child #80 (Gen 2) born in Colony Gamma to Parents #21 and #25.*
- **Tick 6196 (Year 17, Day 76)**: Birth - *Child #81 (Gen 2) born in Colony Beta to Parents #5 and #29.*
- **Tick 6212 (Year 17, Day 92)**: Death - *Agent #52 died at coordinate (176, 496). Primary: Dehydration. Secondary: Exposure.*
- **Tick 6254 (Year 17, Day 134)**: Death - *Agent #37 died at coordinate (155, 514). Primary: Dehydration. Secondary: Starvation.*
- **Tick 6258 (Year 17, Day 138)**: Death - *Agent #64 died at coordinate (148, 503). Primary: Starvation. Secondary: None.*
- **Tick 6462 (Year 17, Day 342)**: Birth - *Child #82 (Gen 2) born in Colony Beta to Parents #6 and #22.*
- **Tick 6476 (Year 17, Day 356)**: Birth - *Child #83 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 6488 (Year 18, Day 8)**: Death - *Agent #49 died at coordinate (138, 471). Primary: Starvation. Secondary: Dehydration.*
- **Tick 6569 (Year 18, Day 89)**: Birth - *Child #84 (Gen 2) born in Colony Gamma to Parents #9 and #30.*
- **Tick 6602 (Year 18, Day 122)**: Birth - *Child #85 (Gen 2) born in Colony Delta to Parents #13 and #18.*
- **Tick 6727 (Year 18, Day 247)**: Birth - *Child #86 (Gen 2) born in Colony Beta to Parents #5 and #29.*
- **Tick 6893 (Year 19, Day 53)**: Death - *Agent #15 died at coordinate (125, 523). Primary: Dehydration. Secondary: None.*
- **Tick 6907 (Year 19, Day 67)**: Birth - *Child #87 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 6925 (Year 19, Day 85)**: Birth - *Child #88 (Gen 2) born in Colony Gamma to Parents #21 and #34.*
- **Tick 6936 (Year 19, Day 96)**: Birth - *Child #89 (Gen 2) born in Colony Beta to Parents #6 and #22.*
- **Tick 6952 (Year 19, Day 112)**: Birth - *Child #90 (Gen 2) born in Colony Gamma to Parents #8 and #38.*
- **Tick 7089 (Year 19, Day 249)**: Birth - *Child #91 (Gen 2) born in Colony Beta to Parents #29 and #39.*
- **Tick 7129 (Year 19, Day 289)**: Birth - *Child #92 (Gen 2) born in Colony Gamma to Parents #10 and #30.*
- **Tick 7132 (Year 19, Day 292)**: Death - *Agent #74 died at coordinate (148, 505). Primary: Starvation. Secondary: None.*
- **Tick 7273 (Year 20, Day 73)**: Birth - *Child #93 (Gen 1) born in Colony Alpha to Parents #1 and #2.*
- **Tick 7296 (Year 20, Day 96)**: Death - *Agent #34 died at coordinate (145, 507). Primary: Dehydration. Secondary: None.*
- **Tick 7302 (Year 20, Day 102)**: Birth - *Child #94 (Gen 2) born in Colony Beta to Parents #5 and #22.*
- **Tick 7303 (Year 20, Day 103)**: Birth - *Child #95 (Gen 1) born in Colony Alpha to Parents #0 and #3.*
- **Tick 7313 (Year 20, Day 113)**: Birth - *Child #96 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 7326 (Year 20, Day 126)**: Birth - *Child #97 (Gen 1) born in Colony Gamma to Parents #8 and #9.*
- **Tick 7326 (Year 20, Day 126)**: Milestone - *New population peak reached: 70 alive at tick 7326!*
- **Tick 7352 (Year 20, Day 152)**: Death - *Agent #77 died at coordinate (137, 496). Primary: Dehydration. Secondary: None.*
- **Tick 7443 (Year 20, Day 243)**: Birth - *Child #98 (Gen 2) born in Colony Gamma to Parents #25 and #46.*
- **Tick 7453 (Year 20, Day 253)**: Birth - *Child #99 (Gen 2) born in Colony Beta to Parents #6 and #29.*
- **Tick 7475 (Year 20, Day 275)**: Birth - *Child #100 (Gen 2) born in Colony Delta to Parents #13 and #18.*
- **Tick 7534 (Year 20, Day 334)**: Death - *Agent #63 died at coordinate (149, 541). Primary: Dehydration. Secondary: None.*
- **Tick 7557 (Year 20, Day 357)**: Death - *Agent #51 died at coordinate (150, 500). Primary: Dehydration. Secondary: None.*
- **Tick 7602 (Year 21, Day 42)**: Death - *Agent #90 died at coordinate (143, 502). Primary: Dehydration. Secondary: None.*
- **Tick 7664 (Year 21, Day 104)**: Birth - *Child #101 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 7664 (Year 21, Day 104)**: Birth - *Child #102 (Gen 2) born in Colony Beta to Parents #5 and #22.*
- **Tick 7676 (Year 21, Day 116)**: Birth - *Child #103 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 7683 (Year 21, Day 123)**: Birth - *Child #104 (Gen 2) born in Colony Gamma to Parents #10 and #36.*
- **Tick 7685 (Year 21, Day 125)**: Birth - *Child #105 (Gen 2) born in Colony Delta to Parents #32 and #45.*
- **Tick 7734 (Year 21, Day 174)**: Death - *Agent #42 died at coordinate (144, 505). Primary: Starvation. Secondary: None.*
- **Tick 7789 (Year 21, Day 229)**: Birth - *Child #106 (Gen 2) born in Colony Alpha to Parents #3 and #26.*
- **Tick 7804 (Year 21, Day 244)**: Birth - *Child #107 (Gen 2) born in Colony Gamma to Parents #8 and #46.*
- **Tick 7853 (Year 21, Day 293)**: Birth - *Child #108 (Gen 2) born in Colony Gamma to Parents #25 and #30.*
- **Tick 7882 (Year 21, Day 322)**: Death - *Agent #67 died at coordinate (164, 499). Primary: Dehydration. Secondary: None.*
- **Tick 7942 (Year 22, Day 22)**: Death - *Agent #70 died at coordinate (152, 513). Primary: Dehydration. Secondary: None.*
- **Tick 7995 (Year 22, Day 75)**: Birth - *Child #109 (Gen 2) born in Colony Beta to Parents #6 and #39.*
- **Tick 8026 (Year 22, Day 106)**: Birth - *Child #110 (Gen 2) born in Colony Beta to Parents #5 and #22.*
- **Tick 8027 (Year 22, Day 107)**: Birth - *Child #111 (Gen 1) born in Colony Alpha to Parents #0 and #1.*
- **Tick 8029 (Year 22, Day 109)**: Death - *Agent #8 died at coordinate (146, 505). Primary: Old Age. Secondary: Natural Decline.*
- **Tick 8040 (Year 22, Day 120)**: Birth - *Child #112 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 8047 (Year 22, Day 127)**: Birth - *Child #113 (Gen 1) born in Colony Gamma to Parents #9 and #10.*
- **Tick 8048 (Year 22, Day 128)**: Birth - *Child #114 (Gen 2) born in Colony Delta to Parents #18 and #32.*
- **Tick 8107 (Year 22, Day 187)**: Death - *Agent #50 died at coordinate (133, 489). Primary: Starvation. Secondary: None.*
- **Tick 8120 (Year 22, Day 200)**: Death - *Agent #35 died at coordinate (136, 497). Primary: Dehydration. Secondary: Exposure.*
- **Tick 8168 (Year 22, Day 248)**: Birth - *Child #115 (Gen 2) born in Colony Alpha to Parents #3 and #26.*
- **Tick 8181 (Year 22, Day 261)**: Birth - *Child #116 (Gen 2) born in Colony Gamma to Parents #36 and #46.*
- **Tick 8209 (Year 22, Day 289)**: Birth - *Child #117 (Gen 2) born in Colony Delta to Parents #13 and #45.*
- **Tick 8209 (Year 22, Day 289)**: Milestone - *Population recovery — bounced back above 80 (80 alive)!*
- **Tick 8209 (Year 22, Day 289)**: Milestone - *New population peak reached: 80 alive at tick 8209!*
- **Tick 8468 (Year 23, Day 188)**: Death - *Agent #47 died at coordinate (146, 505). Primary: Starvation. Secondary: Dehydration.*
- **Tick 8521 (Year 23, Day 241)**: Birth - *Child #118 (Gen 2) born in Colony Delta to Parents #32 and #48.*
- **Tick 8688 (Year 24, Day 48)**: Death - *Agent #109 died at coordinate (128, 488). Primary: Dehydration. Secondary: None.*
- **Tick 8731 (Year 24, Day 91)**: Death - *Agent #10 died at coordinate (146, 503). Primary: Old Age. Secondary: Natural Decline.*
- **Tick 8777 (Year 24, Day 137)**: Death - *Agent #99 died at coordinate (172, 529). Primary: Starvation. Secondary: Exposure.*
- **Tick 8948 (Year 24, Day 308)**: Death - *Agent #73 died at coordinate (143, 502). Primary: Dehydration. Secondary: None.*
- **Tick 8963 (Year 24, Day 323)**: Birth - *Child #119 (Gen 2) born in Colony Beta to Parents #39 and #55.*
- **Tick 9084 (Year 25, Day 84)**: Birth - *Child #120 (Gen 2) born in Colony Gamma to Parents #21 and #36.*
- **Tick 9103 (Year 25, Day 103)**: Death - *Agent #113 died at coordinate (135, 462). Primary: Dehydration. Secondary: None.*
- **Tick 9118 (Year 25, Day 118)**: Birth - *Child #121 (Gen 2) born in Colony Delta to Parents #45 and #56.*
- **Tick 9134 (Year 25, Day 134)**: Birth - *Child #122 (Gen 2) born in Colony Alpha to Parents #0 and #53.*
- **Tick 9155 (Year 25, Day 155)**: Death - *Agent #69 died at coordinate (158, 519). Primary: Dehydration. Secondary: Starvation.*
- **Tick 9184 (Year 25, Day 184)**: Death - *Agent #101 died at coordinate (149, 501). Primary: Dehydration. Secondary: None.*
- **Tick 9189 (Year 25, Day 189)**: Death - *Agent #114 died at coordinate (137, 495). Primary: Dehydration. Secondary: None.*
- **Tick 9317 (Year 25, Day 317)**: Birth - *Child #123 (Gen 2) born in Colony Gamma to Parents #30 and #46.*
- **Tick 9328 (Year 25, Day 328)**: Birth - *Child #124 (Gen 2) born in Colony Beta to Parents #22 and #55.*
- **Tick 9406 (Year 26, Day 46)**: Death - *Agent #71 died at coordinate (147, 505). Primary: Starvation. Secondary: Dehydration.*
- **Tick 9437 (Year 26, Day 77)**: Birth - *Child #125 (Gen 2) born in Colony Gamma to Parents #38 and #61.*
- **Tick 9445 (Year 26, Day 85)**: Birth - *Child #126 (Gen 2) born in Colony Gamma to Parents #9 and #21.*
- **Tick 9489 (Year 26, Day 129)**: Birth - *Child #127 (Gen 2) born in Colony Delta to Parents #13 and #45.*
- **Tick 9497 (Year 26, Day 137)**: Birth - *Child #128 (Gen 2) born in Colony Gamma to Parents #25 and #36.*
- **Tick 9498 (Year 26, Day 138)**: Birth - *Child #129 (Gen 2) born in Colony Alpha to Parents #0 and #53.*
- **Tick 9619 (Year 26, Day 259)**: Birth - *Child #130 (Gen 2) born in Colony Beta to Parents #6 and #39.*
- **Tick 9620 (Year 26, Day 260)**: Birth - *Child #131 (Gen 2) born in Colony Delta to Parents #18 and #54.*
- **Tick 9641 (Year 26, Day 281)**: Death - *Agent #83 died at coordinate (165, 528). Primary: Dehydration. Secondary: None.*
- **Tick 9692 (Year 26, Day 332)**: Birth - *Child #132 (Gen 2) born in Colony Beta to Parents #22 and #55.*
- **Tick 9762 (Year 27, Day 42)**: Birth - *Child #133 (Gen 2) born in Colony Gamma to Parents #30 and #46.*
- **Tick 9798 (Year 27, Day 78)**: Birth - *Child #134 (Gen 2) born in Colony Gamma to Parents #38 and #61.*
- **Tick 9808 (Year 27, Day 88)**: Death - *Agent #36 died at coordinate (159, 500). Primary: Dehydration. Secondary: Exposure.*
- **Tick 9873 (Year 27, Day 153)**: Death - *Agent #75 died at coordinate (172, 530). Primary: Dehydration. Secondary: None.*
- **Tick 10000 (Year 27, Day 280)**: Milestone - *New longest living lineage: Generation 2 agents are alive!*
- **Tick 10027 (Year 27, Day 307)**: Birth - *Child #135 (Gen 2) born in Colony Alpha to Parents #0 and #57.*
- **Tick 10043 (Year 27, Day 323)**: Death - *Agent #66 died at coordinate (147, 503). Primary: Starvation. Secondary: Dehydration.*
- **Tick 10055 (Year 27, Day 335)**: Birth - *Child #136 (Gen 2) born in Colony Beta to Parents #6 and #55.*
- **Tick 10081 (Year 28, Day 1)**: Birth - *Child #137 (Gen 2) born in Colony Gamma to Parents #21 and #58.*
- **Tick 10159 (Year 28, Day 79)**: Birth - *Child #138 (Gen 2) born in Colony Gamma to Parents #38 and #61.*
- **Tick 10205 (Year 28, Day 125)**: Birth - *Child #139 (Gen 2) born in Colony Delta to Parents #45 and #56.*
- **Tick 10499 (Year 29, Day 59)**: Birth - *Child #140 (Gen 2) born in Colony Beta to Parents #22 and #55.*
- **Tick 10518 (Year 29, Day 78)**: Birth - *Child #141 (Gen 3) born in Colony Beta to Parents #39 and #68.*
- **Tick 10518 (Year 29, Day 78)**: Milestone - *Generation 3 reached! Max generation in history: 3.*
- **Tick 10518 (Year 29, Day 78)**: Milestone - *New population peak reached: 90 alive at tick 10518!*
- **Tick 10526 (Year 29, Day 86)**: Birth - *Child #142 (Gen 2) born in Colony Delta to Parents #48 and #54.*
- **Tick 10536 (Year 29, Day 96)**: Birth - *Child #143 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 10566 (Year 29, Day 126)**: Birth - *Child #144 (Gen 2) born in Colony Gamma to Parents #9 and #30.*
- **Tick 10569 (Year 29, Day 129)**: Birth - *Child #145 (Gen 2) born in Colony Delta to Parents #45 and #56.*
- **Tick 10575 (Year 29, Day 135)**: Birth - *Child #146 (Gen 2) born in Colony Alpha to Parents #53 and #57.*
- **Tick 10588 (Year 29, Day 148)**: Death - *Agent #0 died at coordinate (171, 478). Primary: Dehydration. Secondary: Exposure.*
- **Tick 10593 (Year 29, Day 153)**: Death - *Agent #3 died at coordinate (146, 503). Primary: Old Age. Secondary: Exposure.*
- **Tick 10633 (Year 29, Day 193)**: Death - *Agent #121 died at coordinate (156, 484). Primary: Starvation. Secondary: None.*
- **Tick 10658 (Year 29, Day 218)**: Death - *Agent #130 died at coordinate (126, 509). Primary: Dehydration. Secondary: None.*
- **Tick 10865 (Year 30, Day 65)**: Birth - *Child #147 (Gen 2) born in Colony Beta to Parents #22 and #55.*
- **Tick 10881 (Year 30, Day 81)**: Birth - *Child #148 (Gen 3) born in Colony Beta to Parents #6 and #68.*
- **Tick 10888 (Year 30, Day 88)**: Birth - *Child #149 (Gen 2) born in Colony Delta to Parents #48 and #54.*
- **Tick 10908 (Year 30, Day 108)**: Birth - *Child #150 (Gen 2) born in Colony Gamma to Parents #21 and #61.*
- **Tick 10938 (Year 30, Day 138)**: Birth - *Child #151 (Gen 2) born in Colony Alpha to Parents #53 and #60.*
- **Tick 10964 (Year 30, Day 164)**: Death - *Agent #124 died at coordinate (141, 503). Primary: Starvation. Secondary: None.*
- **Tick 11039 (Year 30, Day 239)**: Birth - *Child #152 (Gen 3) born in Colony Beta to Parents #39 and #76.*
- **Tick 11051 (Year 30, Day 251)**: Birth - *Child #153 (Gen 2) born in Colony Gamma to Parents #25 and #38.*
- **Tick 11054 (Year 30, Day 254)**: Birth - *Child #154 (Gen 2) born in Colony Delta to Parents #45 and #56.*
- **Tick 11107 (Year 30, Day 307)**: Death - *Agent #137 died at coordinate (140, 501). Primary: Starvation. Secondary: None.*
- **Tick 11187 (Year 31, Day 27)**: Death - *Agent #135 died at coordinate (147, 504). Primary: Dehydration. Secondary: None.*
- **Tick 11224 (Year 31, Day 64)**: Birth - *Child #155 (Gen 2) born in Colony Alpha to Parents #1 and #78.*
- **Tick 11250 (Year 31, Day 90)**: Birth - *Child #156 (Gen 2) born in Colony Beta to Parents #6 and #22.*
- **Tick 11270 (Year 31, Day 110)**: Death - *Agent #5 died at coordinate (146, 503). Primary: Starvation. Secondary: Exposure.*
- **Tick 11282 (Year 31, Day 122)**: Birth - *Child #157 (Gen 2) born in Colony Gamma to Parents #9 and #21.*
- **Tick 11294 (Year 31, Day 134)**: Birth - *Child #158 (Gen 3) born in Colony Beta to Parents #55 and #81.*
- **Tick 11300 (Year 31, Day 140)**: Birth - *Child #159 (Gen 2) born in Colony Alpha to Parents #53 and #57.*
- **Tick 11300 (Year 31, Day 140)**: Milestone - *Population reached 100! (100 alive)*
- **Tick 11300 (Year 31, Day 140)**: Milestone - *New population peak reached: 100 alive at tick 11300!*
- **Tick 11312 (Year 31, Day 152)**: Birth - *Child #160 (Gen 3) born in Colony Beta to Parents #68 and #72.*
- **Tick 11320 (Year 31, Day 160)**: Death - *Agent #119 died at coordinate (186, 468). Primary: Dehydration. Secondary: Exposure.*
- **Tick 11348 (Year 31, Day 188)**: Death - *Agent #115 died at coordinate (143, 485). Primary: Starvation. Secondary: None.*
- **Tick 11377 (Year 31, Day 217)**: Death - *Agent #96 died at coordinate (147, 505). Primary: Starvation. Secondary: None.*
- **Tick 11399 (Year 31, Day 239)**: Birth - *Child #161 (Gen 3) born in Colony Gamma to Parents #61 and #80.*
- **Tick 11401 (Year 31, Day 241)**: Birth - *Child #162 (Gen 3) born in Colony Delta to Parents #18 and #79.*
- **Tick 11404 (Year 31, Day 244)**: Birth - *Child #163 (Gen 3) born in Colony Beta to Parents #39 and #76.*
- **Tick 11422 (Year 31, Day 262)**: Birth - *Child #164 (Gen 2) born in Colony Gamma to Parents #30 and #38.*
- **Tick 11429 (Year 31, Day 269)**: Birth - *Child #165 (Gen 2) born in Colony Delta to Parents #32 and #45.*
- **Tick 11447 (Year 31, Day 287)**: Birth - *Child #166 (Gen 2) born in Colony Delta to Parents #48 and #56.*
- **Tick 11591 (Year 32, Day 71)**: Birth - *Child #167 (Gen 2) born in Colony Alpha to Parents #1 and #78.*
- **Tick 11620 (Year 32, Day 100)**: Birth - *Child #168 (Gen 2) born in Colony Gamma to Parents #25 and #58.*
- **Tick 11628 (Year 32, Day 108)**: Birth - *Child #169 (Gen 2) born in Colony Beta to Parents #6 and #29.*
- **Tick 11645 (Year 32, Day 125)**: Birth - *Child #170 (Gen 2) born in Colony Gamma to Parents #9 and #21.*
- **Tick 11645 (Year 32, Day 125)**: Birth - *Child #171 (Gen 3) born in Colony Delta to Parents #54 and #85.*
- **Tick 11660 (Year 32, Day 140)**: Birth - *Child #172 (Gen 2) born in Colony Beta to Parents #22 and #55.*
- **Tick 11660 (Year 32, Day 140)**: Milestone - *New population peak reached: 110 alive at tick 11660!*
- **Tick 11674 (Year 32, Day 154)**: Birth - *Child #173 (Gen 3) born in Colony Beta to Parents #68 and #72.*
- **Tick 11683 (Year 32, Day 163)**: Birth - *Child #174 (Gen 2) born in Colony Alpha to Parents #53 and #57.*
- **Tick 11684 (Year 32, Day 164)**: Birth - *Child #175 (Gen 3) born in Colony Beta to Parents #81 and #82.*
- **Tick 11685 (Year 32, Day 165)**: Death - *Agent #104 died at coordinate (149, 505). Primary: Dehydration. Secondary: None.*
- **Tick 11714 (Year 32, Day 194)**: Death - *Agent #132 died at coordinate (144, 504). Primary: Starvation. Secondary: None.*
- **Tick 11760 (Year 32, Day 240)**: Birth - *Child #176 (Gen 2) born in Colony Gamma to Parents #46 and #61.*
- **Tick 11761 (Year 32, Day 241)**: Death - *Agent #94 died at coordinate (147, 505). Primary: Starvation. Secondary: None.*
- **Tick 11763 (Year 32, Day 243)**: Birth - *Child #177 (Gen 3) born in Colony Delta to Parents #18 and #79.*
- **Tick 11765 (Year 32, Day 245)**: Birth - *Child #178 (Gen 3) born in Colony Beta to Parents #39 and #76.*
- **Tick 11785 (Year 32, Day 265)**: Birth - *Child #179 (Gen 2) born in Colony Gamma to Parents #30 and #38.*
- **Tick 11812 (Year 32, Day 292)**: Birth - *Child #180 (Gen 2) born in Colony Alpha to Parents #26 and #60.*
- **Tick 11813 (Year 32, Day 293)**: Birth - *Child #181 (Gen 2) born in Colony Delta to Parents #32 and #48.*
- **Tick 11970 (Year 33, Day 90)**: Death - *Agent #13 died at coordinate (146, 503). Primary: Old Age. Secondary: Dehydration.*
- **Tick 11987 (Year 33, Day 107)**: Death - *Agent #122 died at coordinate (134, 548). Primary: Dehydration. Secondary: Exposure.*
- **Tick 12042 (Year 33, Day 162)**: Death - *Agent #25 died at coordinate (147, 505). Primary: Injury. Secondary: Exposure.*
- **Tick 12080 (Year 33, Day 200)**: Death - *Agent #92 died at coordinate (147, 505). Primary: Starvation. Secondary: None.*
- **Tick 12147 (Year 33, Day 267)**: Birth - *Child #182 (Gen 2) born in Colony Alpha to Parents #65 and #87.*
- **Tick 12277 (Year 34, Day 37)**: Death - *Agent #125 died at coordinate (139, 498). Primary: Dehydration. Secondary: None.*
- **Tick 12315 (Year 34, Day 75)**: Death - *Agent #168 died at coordinate (140, 499). Primary: Dehydration. Secondary: None.*
- **Tick 12352 (Year 34, Day 112)**: Death - *Agent #167 died at coordinate (135, 494). Primary: Dehydration. Secondary: None.*
- **Tick 12469 (Year 34, Day 229)**: Death - *Agent #149 died at coordinate (145, 505). Primary: Dehydration. Secondary: Starvation.*
- **Tick 12498 (Year 34, Day 258)**: Birth - *Child #183 (Gen 3) born in Colony Gamma to Parents #9 and #84.*
- **Tick 12559 (Year 34, Day 319)**: Birth - *Child #184 (Gen 2) born in Colony Alpha to Parents #26 and #53.*
- **Tick 12566 (Year 34, Day 326)**: Birth - *Child #185 (Gen 3) born in Colony Beta to Parents #76 and #82.*
- **Tick 12656 (Year 35, Day 56)**: Birth - *Child #186 (Gen 3) born in Colony Beta to Parents #55 and #81.*
- **Tick 12659 (Year 35, Day 59)**: Birth - *Child #187 (Gen 2) born in Colony Alpha to Parents #60 and #78.*
- **Tick 12660 (Year 35, Day 60)**: Birth - *Child #188 (Gen 2) born in Colony Beta to Parents #22 and #39.*
- **Tick 12677 (Year 35, Day 77)**: Birth - *Child #189 (Gen 3) born in Colony Beta to Parents #68 and #91.*
- **Tick 12682 (Year 35, Day 82)**: Birth - *Child #190 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 12684 (Year 35, Day 84)**: Birth - *Child #191 (Gen 2) born in Colony Delta to Parents #45 and #54.*
- **Tick 12735 (Year 35, Day 135)**: Birth - *Child #192 (Gen 3) born in Colony Gamma to Parents #88 and #103.*
- **Tick 12866 (Year 35, Day 266)**: Birth - *Child #193 (Gen 2) born in Colony Gamma to Parents #9 and #97.*
- **Tick 12866 (Year 35, Day 266)**: Milestone - *New population peak reached: 120 alive at tick 12866!*
- **Tick 12871 (Year 35, Day 271)**: Birth - *Child #194 (Gen 2) born in Colony Gamma to Parents #30 and #58.*
- **Tick 12886 (Year 35, Day 286)**: Death - *Agent #105 died at coordinate (140, 497). Primary: Starvation. Secondary: None.*
- **Tick 12897 (Year 35, Day 297)**: Death - *Agent #181 died at coordinate (167, 485). Primary: Dehydration. Secondary: None.*
- **Tick 13019 (Year 36, Day 59)**: Birth - *Child #195 (Gen 2) born in Colony Gamma to Parents #46 and #61.*
- **Tick 13020 (Year 36, Day 60)**: Birth - *Child #196 (Gen 3) born in Colony Beta to Parents #76 and #102.*
- **Tick 13021 (Year 36, Day 61)**: Death - *Agent #174 died at coordinate (140, 496). Primary: Dehydration. Secondary: None.*
- **Tick 13021 (Year 36, Day 61)**: Birth - *Child #197 (Gen 2) born in Colony Alpha to Parents #60 and #78.*
- **Tick 13025 (Year 36, Day 65)**: Birth - *Child #198 (Gen 2) born in Colony Beta to Parents #22 and #39.*
- **Tick 13038 (Year 36, Day 78)**: Birth - *Child #199 (Gen 3) born in Colony Beta to Parents #68 and #82.*
- **Tick 13047 (Year 36, Day 87)**: Birth - *Child #200 (Gen 2) born in Colony Delta to Parents #54 and #56.*
- **Tick 13052 (Year 36, Day 92)**: Death - *Agent #180 died at coordinate (161, 511). Primary: Dehydration. Secondary: None.*
- **Tick 13058 (Year 36, Day 98)**: Birth - *Child #201 (Gen 3) born in Colony Beta to Parents #55 and #81.*
- **Tick 13080 (Year 36, Day 120)**: Birth - *Child #202 (Gen 3) born in Colony Gamma to Parents #21 and #112.*
- **Tick 13098 (Year 36, Day 138)**: Birth - *Child #203 (Gen 3) born in Colony Gamma to Parents #38 and #103.*
- **Tick 13187 (Year 36, Day 227)**: Birth - *Child #204 (Gen 2) born in Colony Alpha to Parents #26 and #111.*
- **Tick 13202 (Year 36, Day 242)**: Birth - *Child #205 (Gen 2) born in Colony Delta to Parents #18 and #45.*
- **Tick 13202 (Year 36, Day 242)**: Birth - *Child #206 (Gen 3) born in Colony Gamma to Parents #88 and #107.*
- **Tick 13204 (Year 36, Day 244)**: Birth - *Child #207 (Gen 3) born in Colony Beta to Parents #91 and #110.*
- **Tick 13204 (Year 36, Day 244)**: Milestone - *New population peak reached: 130 alive at tick 13204!*
- **Tick 13210 (Year 36, Day 250)**: Birth - *Child #208 (Gen 3) born in Colony Delta to Parents #32 and #100.*
- **Tick 13234 (Year 36, Day 274)**: Birth - *Child #209 (Gen 2) born in Colony Gamma to Parents #9 and #30.*
- **Tick 13341 (Year 37, Day 21)**: Birth - *Child #210 (Gen 3) born in Colony Delta to Parents #79 and #85.*
- **Tick 13359 (Year 37, Day 39)**: Birth - *Child #211 (Gen 3) born in Colony Gamma to Parents #80 and #116.*
- **Tick 13383 (Year 37, Day 63)**: Birth - *Child #212 (Gen 2) born in Colony Alpha to Parents #53 and #60.*
- **Tick 13388 (Year 37, Day 68)**: Birth - *Child #213 (Gen 2) born in Colony Beta to Parents #22 and #39.*
- **Tick 13388 (Year 37, Day 68)**: Birth - *Child #214 (Gen 3) born in Colony Beta to Parents #89 and #102.*
- **Tick 13397 (Year 37, Day 77)**: Death - *Agent #18 died at coordinate (134, 514). Primary: Dehydration. Secondary: None.*
- **Tick 13403 (Year 37, Day 83)**: Birth - *Child #215 (Gen 3) born in Colony Beta to Parents #68 and #76.*
- **Tick 13410 (Year 37, Day 90)**: Birth - *Child #216 (Gen 2) born in Colony Alpha to Parents #57 and #78.*
- **Tick 13415 (Year 37, Day 95)**: Birth - *Child #217 (Gen 3) born in Colony Gamma to Parents #46 and #98.*
- **Tick 13482 (Year 37, Day 162)**: Death - *Agent #144 died at coordinate (165, 516). Primary: Dehydration. Secondary: Exposure.*
- **Tick 13488 (Year 37, Day 168)**: Death - *Agent #95 died at coordinate (137, 496). Primary: Dehydration. Secondary: Injury.*
- **Tick 13530 (Year 37, Day 210)**: Death - *Agent #146 died at coordinate (131, 489). Primary: Dehydration. Secondary: None.*
- **Tick 13625 (Year 37, Day 305)**: Birth - *Child #218 (Gen 3) born in Colony Gamma to Parents #107 and #112.*
- **Tick 13629 (Year 37, Day 309)**: Birth - *Child #219 (Gen 2) born in Colony Delta to Parents #32 and #54.*
- **Tick 13641 (Year 37, Day 321)**: Birth - *Child #220 (Gen 3) born in Colony Delta to Parents #56 and #100.*
- **Tick 13649 (Year 37, Day 329)**: Birth - *Child #221 (Gen 3) born in Colony Gamma to Parents #38 and #88.*
- **Tick 13649 (Year 37, Day 329)**: Milestone - *New population peak reached: 140 alive at tick 13649!*
- **Tick 13660 (Year 37, Day 340)**: Birth - *Child #222 (Gen 3) born in Colony Beta to Parents #29 and #91.*
- **Tick 13711 (Year 38, Day 31)**: Birth - *Child #223 (Gen 3) born in Colony Alpha to Parents #65 and #106.*
- **Tick 13754 (Year 38, Day 74)**: Birth - *Child #224 (Gen 3) born in Colony Beta to Parents #22 and #89.*
- **Tick 13756 (Year 38, Day 76)**: Birth - *Child #225 (Gen 3) born in Colony Gamma to Parents #61 and #80.*
- **Tick 13791 (Year 38, Day 111)**: Birth - *Child #226 (Gen 3) born in Colony Delta to Parents #79 and #85.*
- **Tick 13803 (Year 38, Day 123)**: Birth - *Child #227 (Gen 2) born in Colony Gamma to Parents #9 and #58.*
- **Tick 13858 (Year 38, Day 178)**: Death - *Agent #142 died at coordinate (152, 508). Primary: Starvation. Secondary: None.*
- **Tick 13975 (Year 38, Day 295)**: Birth - *Child #228 (Gen 3) born in Colony Gamma to Parents #97 and #108.*
- **Tick 13986 (Year 38, Day 306)**: Birth - *Child #229 (Gen 3) born in Colony Gamma to Parents #103 and #107.*
- **Tick 14040 (Year 39, Day 0)**: Death - *Agent #193 died at coordinate (144, 505). Primary: Starvation. Secondary: None.*
- **Tick 14095 (Year 39, Day 55)**: Birth - *Child #230 (Gen 3) born in Colony Beta to Parents #55 and #110.*
- **Tick 14105 (Year 39, Day 65)**: Birth - *Child #231 (Gen 3) born in Colony Beta to Parents #68 and #76.*
- **Tick 14116 (Year 39, Day 76)**: Birth - *Child #232 (Gen 2) born in Colony Beta to Parents #22 and #29.*
- **Tick 14118 (Year 39, Day 78)**: Birth - *Child #233 (Gen 2) born in Colony Gamma to Parents #21 and #61.*
- **Tick 14118 (Year 39, Day 78)**: Birth - *Child #234 (Gen 2) born in Colony Delta to Parents #32 and #45.*
- **Tick 14122 (Year 39, Day 82)**: Birth - *Child #235 (Gen 2) born in Colony Alpha to Parents #60 and #78.*
- **Tick 14127 (Year 39, Day 87)**: Birth - *Child #236 (Gen 2) born in Colony Gamma to Parents #30 and #38.*
- **Tick 14128 (Year 39, Day 88)**: Birth - *Child #237 (Gen 3) born in Colony Beta to Parents #82 and #102.*
- **Tick 14137 (Year 39, Day 97)**: Death - *Agent #191 died at coordinate (140, 496). Primary: Dehydration. Secondary: None.*
- **Tick 14142 (Year 39, Day 102)**: Birth - *Child #238 (Gen 3) born in Colony Beta to Parents #39 and #81.*
- **Tick 14147 (Year 39, Day 107)**: Birth - *Child #239 (Gen 3) born in Colony Beta to Parents #89 and #91.*
- **Tick 14157 (Year 39, Day 117)**: Birth - *Child #240 (Gen 3) born in Colony Delta to Parents #79 and #85.*
- **Tick 14166 (Year 39, Day 126)**: Birth - *Child #241 (Gen 3) born in Colony Alpha to Parents #57 and #106.*
- **Tick 14217 (Year 39, Day 177)**: Death - *Agent #163 died at coordinate (153, 498). Primary: Dehydration. Secondary: Exposure.*
- **Tick 14223 (Year 39, Day 183)**: Death - *Agent #166 died at coordinate (165, 523). Primary: Dehydration. Secondary: None.*
- **Tick 14250 (Year 39, Day 210)**: Death - *Agent #165 died at coordinate (144, 504). Primary: Dehydration. Secondary: None.*
- **Tick 14291 (Year 39, Day 251)**: Birth - *Child #242 (Gen 3) born in Colony Delta to Parents #100 and #117.*
- **Tick 14295 (Year 39, Day 255)**: Birth - *Child #243 (Gen 3) born in Colony Gamma to Parents #80 and #88.*
- **Tick 14295 (Year 39, Day 255)**: Birth - *Child #244 (Gen 3) born in Colony Gamma to Parents #112 and #116.*
- **Tick 14327 (Year 39, Day 287)**: Birth - *Child #245 (Gen 2) born in Colony Delta to Parents #54 and #56.*
- **Tick 14338 (Year 39, Day 298)**: Birth - *Child #246 (Gen 3) born in Colony Gamma to Parents #108 and #120.*
- **Tick 14349 (Year 39, Day 309)**: Birth - *Child #247 (Gen 3) born in Colony Gamma to Parents #103 and #107.*
- **Tick 14349 (Year 39, Day 309)**: Milestone - *New population peak reached: 160 alive at tick 14349!*
- **Tick 14411 (Year 40, Day 11)**: Death - *Agent #200 died at coordinate (147, 505). Primary: Dehydration. Secondary: Starvation.*
- **Tick 14479 (Year 40, Day 79)**: Birth - *Child #248 (Gen 2) born in Colony Delta to Parents #32 and #45.*
- **Tick 14480 (Year 40, Day 80)**: Birth - *Child #249 (Gen 3) born in Colony Beta to Parents #68 and #76.*
- **Tick 14488 (Year 40, Day 88)**: Birth - *Child #250 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 14493 (Year 40, Day 93)**: Birth - *Child #251 (Gen 3) born in Colony Beta to Parents #22 and #102.*
- **Tick 14503 (Year 40, Day 103)**: Birth - *Child #252 (Gen 3) born in Colony Beta to Parents #55 and #82.*
- **Tick 14506 (Year 40, Day 106)**: Birth - *Child #253 (Gen 3) born in Colony Gamma to Parents #30 and #98.*
- **Tick 14516 (Year 40, Day 116)**: Birth - *Child #254 (Gen 3) born in Colony Beta to Parents #89 and #91.*
- **Tick 14525 (Year 40, Day 125)**: Birth - *Child #255 (Gen 3) born in Colony Gamma to Parents #97 and #123.*
- **Tick 14526 (Year 40, Day 126)**: Birth - *Child #256 (Gen 3) born in Colony Beta to Parents #29 and #86.*
- **Tick 14532 (Year 40, Day 132)**: Birth - *Child #257 (Gen 2) born in Colony Alpha to Parents #53 and #57.*
- **Tick 14554 (Year 40, Day 154)**: Birth - *Child #258 (Gen 3) born in Colony Beta to Parents #39 and #110.*
- **Tick 14554 (Year 40, Day 154)**: Birth - *Child #259 (Gen 3) born in Colony Alpha to Parents #106 and #129.*
- **Tick 14585 (Year 40, Day 185)**: Birth - *Child #260 (Gen 3) born in Colony Delta to Parents #48 and #127.*
- **Tick 14610 (Year 40, Day 210)**: Birth - *Child #261 (Gen 2) born in Colony Alpha to Parents #60 and #78.*
- **Tick 14653 (Year 40, Day 253)**: Birth - *Child #262 (Gen 3) born in Colony Delta to Parents #100 and #117.*
- **Tick 14656 (Year 40, Day 256)**: Birth - *Child #263 (Gen 3) born in Colony Gamma to Parents #112 and #128.*
- **Tick 14660 (Year 40, Day 260)**: Birth - *Child #264 (Gen 3) born in Colony Gamma to Parents #80 and #88.*
- **Tick 14666 (Year 40, Day 266)**: Death - *Agent #177 died at coordinate (131, 492). Primary: Dehydration. Secondary: None.*
- **Tick 14667 (Year 40, Day 267)**: Birth - *Child #265 (Gen 2) born in Colony Gamma to Parents #58 and #61.*
- **Tick 14673 (Year 40, Day 273)**: Death - *Agent #155 died at coordinate (147, 505). Primary: Starvation. Secondary: Exposure.*
- **Tick 14688 (Year 40, Day 288)**: Death - *Agent #219 died at coordinate (144, 504). Primary: Dehydration. Secondary: None.*
- **Tick 14699 (Year 40, Day 299)**: Birth - *Child #266 (Gen 3) born in Colony Gamma to Parents #116 and #120.*
- **Tick 14733 (Year 40, Day 333)**: Death - *Agent #141 died at coordinate (152, 532). Primary: Dehydration. Secondary: None.*
- **Tick 14740 (Year 40, Day 340)**: Birth - *Child #267 (Gen 3) born in Colony Gamma to Parents #107 and #108.*
- **Tick 14775 (Year 41, Day 15)**: Death - *Agent #182 died at coordinate (133, 489). Primary: Dehydration. Secondary: None.*
- **Tick 14782 (Year 41, Day 22)**: Death - *Agent #79 died at coordinate (145, 506). Primary: Dehydration. Secondary: Injury.*
- **Tick 14783 (Year 41, Day 23)**: Death - *Agent #150 died at coordinate (147, 505). Primary: Starvation. Secondary: None.*
- **Tick 14788 (Year 41, Day 28)**: Death - *Agent #65 died at coordinate (146, 504). Primary: Injury. Secondary: Dehydration.*
- **Tick 14840 (Year 41, Day 80)**: Birth - *Child #268 (Gen 3) born in Colony Gamma to Parents #46 and #103.*
- **Tick 14841 (Year 41, Day 81)**: Birth - *Child #269 (Gen 3) born in Colony Beta to Parents #68 and #76.*
- **Tick 14844 (Year 41, Day 84)**: Death - *Agent #208 died at coordinate (137, 496). Primary: Dehydration. Secondary: None.*
- **Tick 14845 (Year 41, Day 85)**: Birth - *Child #270 (Gen 2) born in Colony Delta to Parents #32 and #56.*
- **Tick 14854 (Year 41, Day 94)**: Death - *Agent #147 died at coordinate (145, 504). Primary: Starvation. Secondary: None.*
- **Tick 14855 (Year 41, Day 95)**: Birth - *Child #271 (Gen 3) born in Colony Beta to Parents #22 and #102.*
- **Tick 14869 (Year 41, Day 109)**: Death - *Agent #194 died at coordinate (142, 507). Primary: Starvation. Secondary: None.*
- **Tick 14869 (Year 41, Day 109)**: Birth - *Child #272 (Gen 2) born in Colony Gamma to Parents #21 and #38.*
- **Tick 14878 (Year 41, Day 118)**: Death - *Agent #81 died at coordinate (152, 509). Primary: Starvation. Secondary: Dehydration.*
- **Tick 14918 (Year 41, Day 158)**: Birth - *Child #273 (Gen 3) born in Colony Delta to Parents #54 and #131.*
- **Tick 14930 (Year 41, Day 170)**: Death - *Agent #178 died at coordinate (165, 523). Primary: Dehydration. Secondary: Exposure.*
- **Tick 14931 (Year 41, Day 171)**: Birth - *Child #274 (Gen 3) born in Colony Alpha to Parents #106 and #129.*
- **Tick 14946 (Year 41, Day 186)**: Death - *Agent #9 died at coordinate (146, 504). Primary: Old Age. Secondary: Dehydration.*
- **Tick 14977 (Year 41, Day 217)**: Birth - *Child #275 (Gen 3) born in Colony Gamma to Parents #98 and #133.*
- **Tick 14982 (Year 41, Day 222)**: Birth - *Child #276 (Gen 2) born in Colony Alpha to Parents #26 and #60.*
- **Tick 14988 (Year 41, Day 228)**: Birth - *Child #277 (Gen 3) born in Colony Beta to Parents #55 and #110.*
- **Tick 15001 (Year 41, Day 241)**: Birth - *Child #278 (Gen 3) born in Colony Beta to Parents #39 and #91.*
- **Tick 15002 (Year 41, Day 242)**: Birth - *Child #279 (Gen 2) born in Colony Alpha to Parents #57 and #78.*
- **Tick 15009 (Year 41, Day 249)**: Birth - *Child #280 (Gen 2) born in Colony Delta to Parents #45 and #48.*
- **Tick 15018 (Year 41, Day 258)**: Birth - *Child #281 (Gen 3) born in Colony Delta to Parents #100 and #117.*
- **Tick 15019 (Year 41, Day 259)**: Birth - *Child #282 (Gen 3) born in Colony Beta to Parents #29 and #82.*
- **Tick 15019 (Year 41, Day 259)**: Birth - *Child #283 (Gen 3) born in Colony Gamma to Parents #30 and #112.*
- **Tick 15022 (Year 41, Day 262)**: Birth - *Child #284 (Gen 3) born in Colony Gamma to Parents #80 and #88.*
- **Tick 15030 (Year 41, Day 270)**: Birth - *Child #285 (Gen 2) born in Colony Gamma to Parents #58 and #61.*
- **Tick 15060 (Year 41, Day 300)**: Birth - *Child #286 (Gen 3) born in Colony Gamma to Parents #120 and #123.*
- **Tick 15082 (Year 41, Day 322)**: Death - *Agent #93 died at coordinate (146, 505). Primary: Starvation. Secondary: None.*
- **Tick 15130 (Year 42, Day 10)**: Death - *Agent #223 died at coordinate (142, 501). Primary: Starvation. Secondary: None.*
- **Tick 15154 (Year 42, Day 34)**: Death - *Agent #154 died at coordinate (189, 541). Primary: Dehydration. Secondary: Exposure.*
- **Tick 15162 (Year 42, Day 42)**: Death - *Agent #152 died at coordinate (141, 503). Primary: Starvation. Secondary: None.*
- **Tick 15166 (Year 42, Day 46)**: Death - *Agent #230 died at coordinate (144, 505). Primary: Starvation. Secondary: None.*
- **Tick 15182 (Year 42, Day 62)**: Birth - *Child #287 (Gen 3) born in Colony Beta to Parents #72 and #136.*
- **Tick 15192 (Year 42, Day 72)**: Birth - *Child #288 (Gen 3) born in Colony Gamma to Parents #107 and #108.*
- **Tick 15206 (Year 42, Day 86)**: Birth - *Child #289 (Gen 2) born in Colony Delta to Parents #32 and #56.*
- **Tick 15207 (Year 42, Day 87)**: Birth - *Child #290 (Gen 3) born in Colony Beta to Parents #68 and #89.*
- **Tick 15216 (Year 42, Day 96)**: Birth - *Child #291 (Gen 3) born in Colony Beta to Parents #76 and #102.*
- **Tick 15233 (Year 42, Day 113)**: Birth - *Child #292 (Gen 3) born in Colony Gamma to Parents #21 and #103.*
- **Tick 15237 (Year 42, Day 117)**: Birth - *Child #293 (Gen 3) born in Colony Gamma to Parents #38 and #134.*
- **Tick 15242 (Year 42, Day 122)**: Birth - *Child #294 (Gen 3) born in Colony Gamma to Parents #116 and #126.*
- **Tick 15252 (Year 42, Day 132)**: Birth - *Child #295 (Gen 3) born in Colony Delta to Parents #127 and #139.*
- **Tick 15281 (Year 42, Day 161)**: Birth - *Child #296 (Gen 2) born in Colony Gamma to Parents #46 and #97.*
- **Tick 15295 (Year 42, Day 175)**: Death - *Agent #201 died at coordinate (144, 495). Primary: Starvation. Secondary: None.*
- **Tick 15333 (Year 42, Day 213)**: Birth - *Child #297 (Gen 3) born in Colony Alpha to Parents #106 and #111.*
- **Tick 15342 (Year 42, Day 222)**: Birth - *Child #298 (Gen 3) born in Colony Gamma to Parents #98 and #138.*
- **Tick 15342 (Year 42, Day 222)**: Milestone - *New population peak reached: 190 alive at tick 15342!*
- **Tick 15349 (Year 42, Day 229)**: Birth - *Child #299 (Gen 3) born in Colony Beta to Parents #22 and #110.*
- **Tick 15354 (Year 42, Day 234)**: Birth - *Child #300 (Gen 3) born in Colony Alpha to Parents #60 and #129.*
- **Tick 15366 (Year 42, Day 246)**: Birth - *Child #301 (Gen 2) born in Colony Beta to Parents #39 and #55.*
- **Tick 15366 (Year 42, Day 246)**: Birth - *Child #302 (Gen 2) born in Colony Alpha to Parents #57 and #78.*
- **Tick 15372 (Year 42, Day 252)**: Birth - *Child #303 (Gen 2) born in Colony Delta to Parents #45 and #48.*
- **Tick 15380 (Year 42, Day 260)**: Birth - *Child #304 (Gen 3) born in Colony Delta to Parents #100 and #131.*
- **Tick 15380 (Year 42, Day 260)**: Birth - *Child #305 (Gen 3) born in Colony Gamma to Parents #112 and #133.*
- **Tick 15382 (Year 42, Day 262)**: Birth - *Child #306 (Gen 3) born in Colony Beta to Parents #29 and #91.*


---

### 8. Conclusion
This simulation run demonstrates that physical constraints—namely resource scarcity—are the primary catalysts for technological progression (shelter construction) and genetic specialization. The performance metrics confirm that spatial grid binning sustains high tick rates even at maximum carrying capacity. Future investigations will introduce complex linguistic communication and trade networks to study the next phase of civilization emergence.
