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@@ -753,3 +753,52 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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20260530_071512/nas_best.json

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+{
+  "_meta": {
+    "name": "nas_best_t014",
+    "version": "NxonArchNAS v1.1 (v192)",
+    "description": "Architecture found by NAS \u2014 trial 14, fitness 7.7925. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 1,
+    "trial_id": 14,
+    "fitness": 7.792459286713652,
+    "saved_at": "2026-05-30T15:15:23",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 13.416717801776903,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 4.665663303197577,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 25.464071904308327,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 8,
+    "circadian_cycle_ticks": 536,
+    "idle_explore_seconds": 2.264659032138697,
+    "explore_probability": 0.2483465945946011,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 18,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.3581849436897157,
+    "afferent_synapse_strength": 1.447702970033463,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.41926865521416345,
+    "firing_threshold_inhibitory": -0.577720189100024,
+    "spontaneous_firing_rate": 0.022508104428041433,
+    "intrinsic_timescale_default": 17.14703315026943,
+    "resting_potential_decay": 0.15170859737860257,
+    "sensorimotor_coupling": 1.2604305533202769,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": false,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 4,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.19019051446385582,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.4646884326507514,
+    "cryst_capacity": 1.0458706235265132,
+    "free_energy_beta": 1.1255913894574505
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.002038320004712875,
+    "plasticity_threshold": 0.44070352106872984,
+    "adaptation_tau_ticks": 44.13791802276418,
+    "adaptation_target_excitatory_multiplier": 1.9441164061641276,
+    "adaptation_target_inhibitory_multiplier": 1.3028255391557861,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.2006950250118772,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 1.5
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.7361000211361448,
+      1.4178804913426044
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 6.385138595361511,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.10862720664409331,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.1292657361981326,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260530_071512/nas_log.csv

@@ -0,0 +1,42 @@
+trial_id,completed_at_iso,fitness,final_alive,peak_alive,alive_q1,alive_q2,alive_q3,alive_mean,M1,M1_neutral,M1_inh,M2,M3,M5,M7,input_sat,band_complete,M6,M9,M10,M10_peak,mean_streak_last,mean_streak_first,locked,surv_score,expl_rate,sm_corr,sm_corr_peak,sm_corr_mean,g_pc1,g_pc1_peak,g_posman,g_meanr,g_l1l2,n_samples,wall_actual_s,error,total_rounds,went_extinct,extinction_tick,min_alive,arch_summary,is_global_best
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+20,2026-05-30T15:15:24,5.8654,14.0,34.0,17.0,16.0,14.0,22.51,0.2463,0.1553,0.5984,0.9447,0.3335,1.0381,0.6333,0.9048,0.6433,0.1860,1.0953,0.1746,0.1858,472.82,200.21,0.9304,0.3932,0.0523,0.0035,0.6747,0.1365,0.4084,0.4721,0.6674,0.1903,1.7640,9233,28812.2,,1,0,-1,14.0,"metabolic_ramp_per_sec=12.071 max_atrophy=2.224 metabolic_rate_abs_cap_multiple=15.758 idle_explore_seconds=1.538 explore_probability=0.3823 mate_cooldown_seconds=9 circadian_cycle_ticks=421 num_hidden_neurons_default=23 connection_probability=0.37933 afferent_synapse_strength=1.328 firing_threshold_excitatory=0.63722 firing_threshold_inhibitory=-0.63229 spontaneous_firing_rate=0.02129 intrinsic_timescale_default=17.911 resting_potential_decay=0.21068 sensorimotor_coupling=2.58 symmetric_stdp=True refractory_period_ticks=2 post_spike_mp_reset=0.28431 sphere_topology=chc6 cross_sphere_coupling=0.47117 cryst_capacity=0.84763 free_energy_beta=0.42761 learning_rate=0.00243 plasticity_threshold=0.68404 autoreceptor_coefficient=0.06985 adaptation_tau_ticks=40.509 adaptation_target_excitatory_multiplier=1.551 adaptation_target_inhibitory_multiplier=1.118 fitness_g_weight=1.5 intrinsic_timescale_jitter=4.75 firing_threshold_jitter=0.04369 mutation_strength=0.05009 metabolic_rate_multiplier_range=[0.60093650291101, 1.2977770375397364]",0
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+36,2026-05-30T15:19:20,5.8274,1.0,34.0,1.0,1.0,1.0,5.68,0.2322,0.0751,0.6928,0.9280,0.3337,1.0001,0.7739,1.0000,0.6474,0.1159,1.1712,0.0000,0.0000,5.01,5.03,1.0000,0.2579,0.0856,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,9990,15885.7,,1,0,-1,1.0,"metabolic_ramp_per_sec=7.25 max_atrophy=1.604 metabolic_rate_abs_cap_multiple=46.845 idle_explore_seconds=0.68653 explore_probability=0.42812 mate_cooldown_seconds=17 circadian_cycle_ticks=535 num_hidden_neurons_default=22 connection_probability=0.31762 afferent_synapse_strength=1.402 firing_threshold_excitatory=0.50625 firing_threshold_inhibitory=-0.58088 spontaneous_firing_rate=0.03913 intrinsic_timescale_default=17.597 resting_potential_decay=0.21494 sensorimotor_coupling=0.23359 symmetric_stdp=True refractory_period_ticks=4 post_spike_mp_reset=0.21464 sphere_topology=chc6 cross_sphere_coupling=2.496 cryst_capacity=2.34 free_energy_beta=0.44982 learning_rate=0.00735 plasticity_threshold=0.55606 autoreceptor_coefficient=0.1079 adaptation_tau_ticks=26.201 adaptation_target_excitatory_multiplier=1.959 adaptation_target_inhibitory_multiplier=1.006 fitness_g_weight=1.5 intrinsic_timescale_jitter=4.711 firing_threshold_jitter=0.07859 mutation_strength=0.07145 metabolic_rate_multiplier_range=[0.8955695259351439, 1.1838240611525035]",0
+35,2026-05-30T15:22:04,5.2374,1.0,31.0,1.0,1.0,1.0,8.03,0.2667,0.4000,0.3333,0.8193,0.3342,1.0000,0.6772,0.6667,0.5866,0.0451,0.5964,0.0000,0.0000,8321.05,12013.09,1.0000,0.1969,0.0934,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,9316,16168.5,,1,0,-1,1.0,"metabolic_ramp_per_sec=8.019 max_atrophy=7.624 metabolic_rate_abs_cap_multiple=16.185 idle_explore_seconds=0.9856 explore_probability=0.39463 mate_cooldown_seconds=15 circadian_cycle_ticks=910 num_hidden_neurons_default=8 connection_probability=0.415 afferent_synapse_strength=0.7867 firing_threshold_excitatory=0.62633 firing_threshold_inhibitory=-0.68507 spontaneous_firing_rate=0.00627 intrinsic_timescale_default=17.748 resting_potential_decay=0.206 sensorimotor_coupling=1.821 symmetric_stdp=True refractory_period_ticks=2 post_spike_mp_reset=0.10778 sphere_topology=chc6 cross_sphere_coupling=0.13625 cryst_capacity=1.291 free_energy_beta=1.319 learning_rate=0.01041 plasticity_threshold=0.43807 autoreceptor_coefficient=0.07218 adaptation_tau_ticks=37.129 adaptation_target_excitatory_multiplier=1.512 adaptation_target_inhibitory_multiplier=1.432 fitness_g_weight=1.5 intrinsic_timescale_jitter=1.69 firing_threshold_jitter=0.02059 mutation_strength=0.05322 metabolic_rate_multiplier_range=[0.602690480064959, 1.2157806491101404]",0
+44,2026-05-30T16:52:41,5.6164,1.0,32.0,2.0,1.0,1.0,9.20,0.3077,0.0000,0.6923,0.9223,0.3339,1.0000,0.6391,1.0000,0.6221,0.0159,1.0018,-0.3488,0.3488,5.31,4.00,1.0000,0.1634,0.0712,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,9135,11117.8,,1,0,-1,1.0,"metabolic_ramp_per_sec=13.727 max_atrophy=9.981 metabolic_rate_abs_cap_multiple=48.118 idle_explore_seconds=1.917 explore_probability=0.39951 mate_cooldown_seconds=6 circadian_cycle_ticks=660 num_hidden_neurons_default=23 connection_probability=0.25156 afferent_synapse_strength=1.371 firing_threshold_excitatory=0.64912 firing_threshold_inhibitory=-0.4946 spontaneous_firing_rate=0.07586 intrinsic_timescale_default=18.528 resting_potential_decay=0.14557 sensorimotor_coupling=0.40456 symmetric_stdp=True refractory_period_ticks=0 post_spike_mp_reset=0.14672 sphere_topology=chc6 cross_sphere_coupling=0.75994 cryst_capacity=2.007 free_energy_beta=0.62488 learning_rate=0.0023 plasticity_threshold=0.37979 autoreceptor_coefficient=0.05838 adaptation_tau_ticks=47.335 adaptation_target_excitatory_multiplier=1.418 adaptation_target_inhibitory_multiplier=1.987 fitness_g_weight=1.5 intrinsic_timescale_jitter=6.926 firing_threshold_jitter=0.04979 mutation_strength=0.03618 metabolic_rate_multiplier_range=[0.7249409616123772, 1.4794628618381338]",0
+31,2026-05-30T17:52:00,0.0000,9.0,33.0,25.0,16.0,13.0,22.98,0.0231,0.8224,0.1545,0.9432,0.3336,2.0890,0.7153,0.0870,0.7548,0.3707,0.9590,0.0374,0.2861,6.51,80.12,0.1246,0.4658,0.0870,0.0104,0.2148,0.0485,0.4913,0.5911,0.4795,-0.0112,2.5881,9926,28812.1,,1,0,-1,9.0,"metabolic_ramp_per_sec=7.336 max_atrophy=14.849 metabolic_rate_abs_cap_multiple=48.923 idle_explore_seconds=0.75145 explore_probability=0.69789 mate_cooldown_seconds=14 circadian_cycle_ticks=512 num_hidden_neurons_default=24 connection_probability=0.21479 afferent_synapse_strength=1.644 firing_threshold_excitatory=0.49857 firing_threshold_inhibitory=-0.65573 spontaneous_firing_rate=0.06072 intrinsic_timescale_default=8.062 resting_potential_decay=0.3146 sensorimotor_coupling=0.43406 symmetric_stdp=False refractory_period_ticks=4 post_spike_mp_reset=0.12533 sphere_topology=chc6 cross_sphere_coupling=0.04734 cryst_capacity=1.031 free_energy_beta=0.51549 learning_rate=0.00351 plasticity_threshold=0.56442 autoreceptor_coefficient=0.05516 adaptation_tau_ticks=10.594 adaptation_target_excitatory_multiplier=1.748 adaptation_target_inhibitory_multiplier=1.086 fitness_g_weight=1.5 intrinsic_timescale_jitter=0.50846 firing_threshold_jitter=0.06724 mutation_strength=0.06707 metabolic_rate_multiplier_range=[0.7473361949185277, 1.1125071187326008]",0
+32,2026-05-30T18:14:38,5.7501,4.0,30.0,4.0,4.0,4.0,11.93,0.2115,0.0000,0.7885,0.8611,0.3345,1.0000,0.4862,1.0000,0.6639,0.1115,1.0091,0.0000,0.0000,2.00,1.90,1.0000,0.2157,0.0634,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,9133,28808.5,,1,0,-1,4.0,"metabolic_ramp_per_sec=11.499 max_atrophy=7.602 metabolic_rate_abs_cap_multiple=19.521 idle_explore_seconds=1.653 explore_probability=0.63635 mate_cooldown_seconds=20 circadian_cycle_ticks=1187 num_hidden_neurons_default=22 connection_probability=0.24049 afferent_synapse_strength=1.372 firing_threshold_excitatory=0.40935 firing_threshold_inhibitory=-0.40042 spontaneous_firing_rate=0.05239 intrinsic_timescale_default=17.378 resting_potential_decay=0.12699 sensorimotor_coupling=2.137 symmetric_stdp=True refractory_period_ticks=0 post_spike_mp_reset=0.44963 sphere_topology=chc6 cross_sphere_coupling=2.984 cryst_capacity=1.561 free_energy_beta=1.071 learning_rate=0.00564 plasticity_threshold=0.35933 autoreceptor_coefficient=0.07524 adaptation_tau_ticks=34.973 adaptation_target_excitatory_multiplier=1.502 adaptation_target_inhibitory_multiplier=1.655 fitness_g_weight=1.5 intrinsic_timescale_jitter=5.614 firing_threshold_jitter=0.12792 mutation_strength=0.10462 metabolic_rate_multiplier_range=[0.8118993770373595, 1.1045481539234732]",0
+37,2026-05-30T18:55:01,6.8000,1.0,39.0,1.0,1.0,1.0,11.10,0.2696,0.3433,0.3871,0.7904,0.3338,1.0030,0.6894,0.7000,0.6667,0.2553,1.0403,-0.0770,0.0926,9.13,7.90,0.7396,0.2369,0.1484,0.0459,0.7845,0.1475,0.0000,0.0000,0.0000,0.0000,0.0000,9671,28809.7,,1,0,-1,1.0,"metabolic_ramp_per_sec=6.964 max_atrophy=6.083 metabolic_rate_abs_cap_multiple=25.32 idle_explore_seconds=0.66989 explore_probability=0.50629 mate_cooldown_seconds=7 circadian_cycle_ticks=843 num_hidden_neurons_default=22 connection_probability=0.20817 afferent_synapse_strength=1.531 firing_threshold_excitatory=0.50533 firing_threshold_inhibitory=-0.41253 spontaneous_firing_rate=0.02993 intrinsic_timescale_default=11.249 resting_potential_decay=0.1257 sensorimotor_coupling=0.7679 symmetric_stdp=False refractory_period_ticks=4 post_spike_mp_reset=0.07643 sphere_topology=chc6 cross_sphere_coupling=2.043 cryst_capacity=2.264 free_energy_beta=1.393 learning_rate=0.02303 plasticity_threshold=0.33014 autoreceptor_coefficient=0.24026 adaptation_tau_ticks=35.118 adaptation_target_excitatory_multiplier=1.357 adaptation_target_inhibitory_multiplier=1.476 fitness_g_weight=1.5 intrinsic_timescale_jitter=7.768 firing_threshold_jitter=0.04742 mutation_strength=0.07717 metabolic_rate_multiplier_range=[0.9452861817075506, 1.2277645329038485]",0
+38,2026-05-30T18:55:29,6.9761,4.0,35.0,8.0,7.0,4.0,15.83,0.1926,0.1218,0.6856,0.8932,0.3336,1.0021,0.7429,0.7500,0.6560,0.1954,0.9833,0.3976,0.4033,2.26,31.36,0.8333,0.2157,0.0549,-0.0012,0.7539,0.1250,0.0000,0.5870,0.0000,0.0000,0.0000,9102,28811.4,,1,0,-1,4.0,"metabolic_ramp_per_sec=9.503 max_atrophy=10.024 metabolic_rate_abs_cap_multiple=49.409 idle_explore_seconds=1.601 explore_probability=0.41117 mate_cooldown_seconds=7 circadian_cycle_ticks=617 num_hidden_neurons_default=20 connection_probability=0.28557 afferent_synapse_strength=0.66827 firing_threshold_excitatory=0.64951 firing_threshold_inhibitory=-0.67698 spontaneous_firing_rate=0.05491 intrinsic_timescale_default=26.816 resting_potential_decay=0.25375 sensorimotor_coupling=1.521 symmetric_stdp=True refractory_period_ticks=4 post_spike_mp_reset=0.27716 sphere_topology=chc6 cross_sphere_coupling=1.504 cryst_capacity=2.415 free_energy_beta=1.066 learning_rate=0.02558 plasticity_threshold=0.65835 autoreceptor_coefficient=0.13995 adaptation_tau_ticks=42.393 adaptation_target_excitatory_multiplier=1.582 adaptation_target_inhibitory_multiplier=1.186 fitness_g_weight=1.5 intrinsic_timescale_jitter=7.859 firing_threshold_jitter=0.01265 mutation_strength=0.104 metabolic_rate_multiplier_range=[0.8838383839629171, 1.510557448036155]",0
+58,2026-05-30T19:00:25,6.9653,1.0,35.0,5.0,5.0,3.0,12.26,0.1816,0.2913,0.5271,0.8529,0.3341,1.0084,0.7108,0.3796,0.7547,0.2086,1.2164,0.0674,0.0674,2.60,129.67,0.3872,0.1606,0.0602,0.0035,0.7635,0.1828,0.0000,0.0000,0.0000,0.0000,0.0000,9808,13501.9,,1,0,-1,1.0,"metabolic_ramp_per_sec=7.978 max_atrophy=10.976 metabolic_rate_abs_cap_multiple=55.465 idle_explore_seconds=1.966 explore_probability=0.6812 mate_cooldown_seconds=19 circadian_cycle_ticks=523 num_hidden_neurons_default=13 connection_probability=0.3541 afferent_synapse_strength=1.315 firing_threshold_excitatory=0.63621 firing_threshold_inhibitory=-0.54235 spontaneous_firing_rate=0.02162 intrinsic_timescale_default=15.959 resting_potential_decay=0.32931 sensorimotor_coupling=0.33663 symmetric_stdp=False refractory_period_ticks=4 post_spike_mp_reset=0.26833 sphere_topology=chc6 cross_sphere_coupling=2.426 cryst_capacity=1.407 free_energy_beta=1.173 learning_rate=0.0034 plasticity_threshold=0.64179 autoreceptor_coefficient=0.13837 adaptation_tau_ticks=37.212 adaptation_target_excitatory_multiplier=1.66 adaptation_target_inhibitory_multiplier=1.387 fitness_g_weight=1.5 intrinsic_timescale_jitter=3.699 firing_threshold_jitter=0.12104 mutation_strength=0.11403 metabolic_rate_multiplier_range=[0.7598794664991566, 1.0817552295128887]",0

20260530_071512/nas_top1.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t014",
+    "version": "NxonArchNAS v1.1 (v192)",
+    "description": "Architecture found by NAS \u2014 trial 14, fitness 7.7925. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 1,
+    "trial_id": 14,
+    "fitness": 7.792459286713652,
+    "saved_at": "2026-05-30T19:00:25",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 13.416717801776903,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 4.665663303197577,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 25.464071904308327,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 8,
+    "circadian_cycle_ticks": 536,
+    "idle_explore_seconds": 2.264659032138697,
+    "explore_probability": 0.2483465945946011,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 18,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.3581849436897157,
+    "afferent_synapse_strength": 1.447702970033463,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.41926865521416345,
+    "firing_threshold_inhibitory": -0.577720189100024,
+    "spontaneous_firing_rate": 0.022508104428041433,
+    "intrinsic_timescale_default": 17.14703315026943,
+    "resting_potential_decay": 0.15170859737860257,
+    "sensorimotor_coupling": 1.2604305533202769,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": false,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 4,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.19019051446385582,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.4646884326507514,
+    "cryst_capacity": 1.0458706235265132,
+    "free_energy_beta": 1.1255913894574505
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.002038320004712875,
+    "plasticity_threshold": 0.44070352106872984,
+    "adaptation_tau_ticks": 44.13791802276418,
+    "adaptation_target_excitatory_multiplier": 1.9441164061641276,
+    "adaptation_target_inhibitory_multiplier": 1.3028255391557861,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.2006950250118772,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 1.5
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.7361000211361448,
+      1.4178804913426044
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 6.385138595361511,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.10862720664409331,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.1292657361981326,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260530_071512/nas_top2.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t004",
+    "version": "NxonArchNAS v1.1 (v192)",
+    "description": "Architecture found by NAS \u2014 trial 4, fitness 7.2580. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 2,
+    "trial_id": 4,
+    "fitness": 7.258008257100344,
+    "saved_at": "2026-05-30T19:00:25",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 11.07771109902256,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 2.563220151933442,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 46.05919493192064,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 14,
+    "circadian_cycle_ticks": 1084,
+    "idle_explore_seconds": 2.0952511575241948,
+    "explore_probability": 0.7867906962064006,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 10,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.18851743934992884,
+    "afferent_synapse_strength": 1.1703388537184778,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.5649410780484831,
+    "firing_threshold_inhibitory": -0.6204830113179822,
+    "spontaneous_firing_rate": 0.056167366616216206,
+    "intrinsic_timescale_default": 17.30903468441951,
+    "resting_potential_decay": 0.15294955136052052,
+    "sensorimotor_coupling": 1.6178882663383751,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": false,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 5,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.15585814565044748,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 0.06310278002117664,
+    "cryst_capacity": 1.6078430448489596,
+    "free_energy_beta": 1.3003481944975968
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.0492253821018648,
+    "plasticity_threshold": 0.5599512230557814,
+    "adaptation_tau_ticks": 30.703033641423623,
+    "adaptation_target_excitatory_multiplier": 0.9452050350419189,
+    "adaptation_target_inhibitory_multiplier": 1.0696368044378688,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.1376200167829008,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 1.5
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.6025167936447827,
+      1.43931252060165
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 0.4709901350105872,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.010110049216546124,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.02408368454689236,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260530_071512/nas_top3.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t038",
+    "version": "NxonArchNAS v1.1 (v192)",
+    "description": "Architecture found by NAS \u2014 trial 38, fitness 6.9761. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 3,
+    "trial_id": 38,
+    "fitness": 6.976076089244574,
+    "saved_at": "2026-05-30T19:00:25",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 9.502737336421973,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 10.023699120343297,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 49.40914331587427,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 7,
+    "circadian_cycle_ticks": 617,
+    "idle_explore_seconds": 1.6011234650282464,
+    "explore_probability": 0.411165333572046,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 20,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.2855741591102047,
+    "afferent_synapse_strength": 0.6682680610007429,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.6495089894989364,
+    "firing_threshold_inhibitory": -0.6769806996479635,
+    "spontaneous_firing_rate": 0.05490738241482494,
+    "intrinsic_timescale_default": 26.816454172033986,
+    "resting_potential_decay": 0.25375209710389335,
+    "sensorimotor_coupling": 1.5212034520018654,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": true,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 4,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.27715818566915196,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.5041019056184828,
+    "cryst_capacity": 2.4154447177331697,
+    "free_energy_beta": 1.0658892853256552
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.025582546608774254,
+    "plasticity_threshold": 0.658350706222721,
+    "adaptation_tau_ticks": 42.39263670791885,
+    "adaptation_target_excitatory_multiplier": 1.582204945578332,
+    "adaptation_target_inhibitory_multiplier": 1.1858321154565141,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.13994674073018126,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 1.5
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.8838383839629171,
+      1.510557448036155
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 7.859084648747179,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.012649369803684573,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.10399652184868349,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260530_071512/trial_000/nxon2_430391171__LifespanLog.txt

@@ -0,0 +1,61 @@
+# Neuraxon Game of Life v5.07 — Per-NxEr lifespan log
+# game_id=nxon2_430391171
+# deaths=48  survivors_listed=6
+# founders_at_start=30
+# founders_still_alive_at_export=4
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+6	1	594	593	1	DIED
+4	1	621	620	1	DIED
+35	404	845	441	0	DIED
+20	1	1046	1045	1	DIED
+36	421	1172	751	0	DIED
+22	1	1244	1243	1	DIED
+12	1	1372	1371	1	DIED
+28	1	1555	1554	1	DIED
+10	1	1682	1681	1	DIED
+13	1	1734	1733	1	DIED
+34	261	1833	1572	0	DIED
+43	1638	1954	316	0	DIED
+31	226	2378	2152	0	DIED
+26	1	2390	2389	1	DIED
+0	1	2480	2479	1	DIED
+3	1	2502	2501	1	DIED
+47	2106	2622	516	0	DIED
+42	1552	2642	1090	0	DIED
+48	2248	2734	486	0	DIED
+33	240	2814	2574	0	DIED
+39	1118	2901	1783	0	DIED
+49	2698	3324	626	0	DIED
+15	1	3360	3359	1	DIED
+9	1	3394	3393	1	DIED
+46	1777	3401	1624	0	DIED
+7	1	3446	3445	1	DIED
+40	1440	3661	2221	0	DIED
+44	1643	4085	2442	0	DIED
+32	227	4227	4000	0	DIED
+29	1	4247	4246	1	DIED
+30	56	4260	4204	0	DIED
+27	1	5497	5496	1	DIED
+50	3138	5737	2599	0	DIED
+45	1678	5968	4290	0	DIED
+11	1	6047	6046	1	DIED
+8	1	6262	6261	1	DIED
+52	4040	6350	2310	0	DIED
+53	5558	6410	852	0	DIED
+18	1	7208	7207	1	DIED
+21	1	10162	10161	1	DIED
+14	1	11733	11732	1	DIED
+25	1	13764	13763	1	DIED
+41	1548	14152	12604	0	DIED
+38	834	15707	14873	0	DIED
+24	1	19548	19547	1	DIED
+16	1	22776	22775	1	DIED
+19	1	25686	25685	1	DIED
+5	1	27310	27309	1	DIED
+1	1	-1	29089	1	ALIVE
+2	1	-1	29089	1	ALIVE
+17	1	-1	29089	1	ALIVE
+23	1	-1	29089	1	ALIVE
+37	691	-1	28399	0	ALIVE
+51	3980	-1	25110	0	ALIVE

20260530_071512/trial_000__arch.json

@@ -0,0 +1,53 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 0,
+    "sampled_at": "2026-05-30T07:15:12"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 12.23082877532614,
+    "max_atrophy": 1.8376451955060036,
+    "metabolic_rate_abs_cap_multiple": 22.301524555194202,
+    "idle_explore_seconds": 0.79106362392741,
+    "explore_probability": 0.6418827284984074,
+    "mate_cooldown_seconds": 16,
+    "circadian_cycle_ticks": 1058
+  },
+  "neural": {
+    "num_hidden_neurons_default": 23,
+    "connection_probability": 0.17608164978882485,
+    "afferent_synapse_strength": 1.1063061836223245,
+    "firing_threshold_excitatory": 0.40893916583142115,
+    "firing_threshold_inhibitory": -0.6344086075589189,
+    "spontaneous_firing_rate": 0.02029917581452286,
+    "intrinsic_timescale_default": 8.583791333045,
+    "resting_potential_decay": 0.14970941267166213,
+    "sensorimotor_coupling": 1.9496533133385696,
+    "symmetric_stdp": true,
+    "refractory_period_ticks": 1,
+    "post_spike_mp_reset": 0.2246045231419268,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 2.8716392166203435,
+    "cryst_capacity": 1.1731890902252535,
+    "free_energy_beta": 0.4576679337462514
+  },
+  "operating_ranges": {
+    "learning_rate": 0.00489693023424257,
+    "plasticity_threshold": 0.6477201283171735,
+    "autoreceptor_coefficient": 0.20176147342595346,
+    "adaptation_tau_ticks": 16.386372655075604,
+    "adaptation_target_excitatory_multiplier": 1.3071372777842032,
+    "adaptation_target_inhibitory_multiplier": 1.1334456100059702,
+    "fitness_g_weight": 1.5
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
+    "intrinsic_timescale_jitter": 4.8298082509351286,
+    "firing_threshold_jitter": 0.12106924099115703,
+    "mutation_strength": 0.11486513227019633,
+    "metabolic_rate_multiplier_range": [
+      0.6338507318917124,
+      1.516121901491103
+    ]
+  }
+}

20260530_071512/trial_001/nxon2_024722855__LifespanLog.txt

@@ -0,0 +1,59 @@
+# Neuraxon Game of Life v5.07 — Per-NxEr lifespan log
+# game_id=nxon2_024722855
+# deaths=43  survivors_listed=9
+# founders_at_start=30
+# founders_still_alive_at_export=4
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+31	734	900	166	0	DIED
+23	1	1006	1005	1	DIED
+30	702	1432	730	0	DIED
+8	1	1610	1609	1	DIED
+4	1	1691	1690	1	DIED
+32	840	2338	1498	0	DIED
+14	1	2427	2426	1	DIED
+33	1341	2764	1423	0	DIED
+29	1	2883	2882	1	DIED
+13	1	3092	3091	1	DIED
+24	1	3244	3243	1	DIED
+36	2842	3315	473	0	DIED
+17	1	3500	3499	1	DIED
+40	3420	3673	253	0	DIED
+34	1710	4037	2327	0	DIED
+27	1	4113	4112	1	DIED
+16	1	4121	4120	1	DIED
+37	2982	4175	1193	0	DIED
+44	4005	4188	183	0	DIED
+43	3715	4192	477	0	DIED
+0	1	4370	4369	1	DIED
+41	3473	4500	1027	0	DIED
+38	3064	4770	1706	0	DIED
+26	1	5020	5019	1	DIED
+46	6191	6721	530	0	DIED
+45	5130	6767	1637	0	DIED
+12	1	6775	6774	1	DIED
+11	1	6797	6796	1	DIED
+35	2100	6852	4752	0	DIED
+9	1	7323	7322	1	DIED
+19	1	7356	7355	1	DIED
+25	1	7700	7699	1	DIED
+20	1	9488	9487	1	DIED
+50	8754	11237	2483	0	DIED
+18	1	13060	13059	1	DIED
+51	9343	13714	4371	0	DIED
+1	1	13748	13747	1	DIED
+15	1	14700	14699	1	DIED
+22	1	14790	14789	1	DIED
+28	1	15524	15523	1	DIED
+2	1	15597	15596	1	DIED
+10	1	15983	15982	1	DIED
+7	1	16181	16180	1	DIED
+3	1	-1	17776	1	ALIVE
+5	1	-1	17776	1	ALIVE
+6	1	-1	17776	1	ALIVE
+21	1	-1	17776	1	ALIVE
+39	3296	-1	14481	0	ALIVE
+42	3600	-1	14177	0	ALIVE
+47	6538	-1	11239	0	ALIVE
+48	6603	-1	11174	0	ALIVE
+49	7770	-1	10007	0	ALIVE

20260530_071512/trial_001__arch.json

@@ -0,0 +1,53 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 1,
+    "sampled_at": "2026-05-30T07:15:12"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 10.579649463275212,
+    "max_atrophy": 14.637062813721503,
+    "metabolic_rate_abs_cap_multiple": 27.68378761483438,
+    "idle_explore_seconds": 1.5144893888010995,
+    "explore_probability": 0.697642798551797,
+    "mate_cooldown_seconds": 15,
+    "circadian_cycle_ticks": 1182
+  },
+  "neural": {
+    "num_hidden_neurons_default": 17,
+    "connection_probability": 0.32320564357702863,
+    "afferent_synapse_strength": 1.4454862034579081,
+    "firing_threshold_excitatory": 0.4137473150966987,
+    "firing_threshold_inhibitory": -0.6316305173045359,
+    "spontaneous_firing_rate": 0.011153927930913566,
+    "intrinsic_timescale_default": 9.755423492319805,
+    "resting_potential_decay": 0.15819772159025755,
+    "sensorimotor_coupling": 0.30300428822918735,
+    "symmetric_stdp": true,
+    "refractory_period_ticks": 3,
+    "post_spike_mp_reset": 0.3178422221322001,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.6024196310891239,
+    "cryst_capacity": 0.9896218503028524,
+    "free_energy_beta": 1.0858423601468967
+  },
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+    "plasticity_threshold": 0.44807238684675305,
+    "autoreceptor_coefficient": 0.09190140615429754,
+    "adaptation_tau_ticks": 20.679112881964535,
+    "adaptation_target_excitatory_multiplier": 1.9239855052549928,
+    "adaptation_target_inhibitory_multiplier": 1.5776424622959122,
+    "fitness_g_weight": 1.5
+  },
+  "healthy_bands": {},
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+    "mutation_strength": 0.06215675547399184,
+    "metabolic_rate_multiplier_range": [
+      0.6944817393744973,
+      1.5589651487916698
+    ]
+  }
+}

20260530_071512/trial_002/8051876568_nxon2_117492643_1_Completed_2026-05-30T11-46-39Z.json

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+size 113410741

20260530_071512/trial_002/nxon2_117492643__KeyMetrics.txt

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+version https://git-lfs.github.com/spec/v1
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20260530_071512/trial_002/nxon2_117492643__LifespanLog.txt

@@ -0,0 +1,63 @@
+# Neuraxon Game of Life v5.07 — Per-NxEr lifespan log
+# game_id=nxon2_117492643
+# deaths=56  survivors_listed=0
+# founders_at_start=30
+# founders_still_alive_at_export=1
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+14	1	1410	1409	1	DIED
+30	164	1480	1316	0	DIED
+11	1	1900	1899	1	DIED
+22	1	2302	2301	1	DIED
+41	1994	2321	327	0	DIED
+32	787	2331	1544	0	DIED
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+31	492	2920	2428	0	DIED
+23	1	2960	2959	1	DIED
+33	1042	3058	2016	0	DIED
+15	1	3082	3081	1	DIED
+34	1161	3104	1943	0	DIED
+2	1	3273	3272	1	DIED
+49	2826	3301	475	0	DIED
+13	1	3436	3435	1	DIED
+0	1	3568	3567	1	DIED
+24	1	3754	3753	1	DIED
+48	2715	3816	1101	0	DIED
+52	3303	3838	535	0	DIED
+37	1588	3880	2292	0	DIED
+46	2360	3908	1548	0	DIED
+44	2181	3932	1751	0	DIED
+51	3256	3965	709	0	DIED
+29	1	3976	3975	1	DIED
+40	1945	4102	2157	0	DIED
+3	1	4147	4146	1	DIED
+21	1	4152	4151	1	DIED
+18	1	4205	4204	1	DIED
+50	3200	4296	1096	0	DIED
+42	2091	4303	2212	0	DIED
+47	2580	4490	1910	0	DIED
+26	1	4544	4543	1	DIED
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+19	1	4741	4740	1	DIED
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+10	1	5335	5334	1	DIED
+55	4422	5386	964	0	DIED
+12	1	6470	6469	1	DIED
+27	1	6994	6993	1	DIED
+54	4254	7154	2900	0	DIED
+39	1876	7297	5421	0	DIED
+16	1	8110	8109	1	DIED
+53	3762	8670	4908	0	DIED
+6	1	9136	9135	1	DIED
+36	1492	9370	7878	0	DIED
+20	1	10250	10249	1	DIED
+25	1	11584	11583	1	DIED
+38	1687	16064	14377	0	DIED
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+7	1	96282	96281	1	DIED

20260530_071512/trial_002__arch.json

@@ -0,0 +1,53 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 2,
+    "sampled_at": "2026-05-30T07:15:12"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 14.293017241477955,
+    "max_atrophy": 2.255162291915333,
+    "metabolic_rate_abs_cap_multiple": 50.733734888354036,
+    "idle_explore_seconds": 2.0711007616966715,
+    "explore_probability": 0.44069887221339743,
+    "mate_cooldown_seconds": 7,
+    "circadian_cycle_ticks": 516
+  },
+  "neural": {
+    "num_hidden_neurons_default": 24,
+    "connection_probability": 0.41291028794180074,
+    "afferent_synapse_strength": 0.9776134569581736,
+    "firing_threshold_excitatory": 0.596631599588464,
+    "firing_threshold_inhibitory": -0.5813104296818007,
+    "spontaneous_firing_rate": 0.06312407573713082,
+    "intrinsic_timescale_default": 18.094740756922775,
+    "resting_potential_decay": 0.1662200416245131,
+    "sensorimotor_coupling": 0.7398825230819503,
+    "symmetric_stdp": true,
+    "refractory_period_ticks": 5,
+    "post_spike_mp_reset": 0.29229299511177026,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 2.5833087289999974,
+    "cryst_capacity": 0.8056826386965221,
+    "free_energy_beta": 0.5719694029281654
+  },
+  "operating_ranges": {
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+    "plasticity_threshold": 0.45976020205615886,
+    "autoreceptor_coefficient": 0.09386415183145667,
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+    "adaptation_target_excitatory_multiplier": 1.4114315524117576,
+    "adaptation_target_inhibitory_multiplier": 0.9090912946085528,
+    "fitness_g_weight": 1.5
+  },
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+    ]
+  }
+}

20260530_071512/trial_003/0113300164_nxon2_729357211_1_Completed_2026-05-30T12-59-25Z.json

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+oid sha256:389387d30e38ac4c123347c37f68666b38be005e71b3c2425f894445401d59fd
+size 82493486

20260530_071512/trial_003/nxon2_729357211__KeyMetrics.txt

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+version https://git-lfs.github.com/spec/v1
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+size 23633797

20260530_071512/trial_003/nxon2_729357211__LifespanLog.txt

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+# Neuraxon Game of Life v5.07 — Per-NxEr lifespan log
+# game_id=nxon2_729357211
+# deaths=48  survivors_listed=0
+# founders_at_start=30
+# founders_still_alive_at_export=1
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+13	1	2361	2360	1	DIED
+30	331	2525	2194	0	DIED
+18	1	2854	2853	1	DIED
+20	1	3210	3209	1	DIED
+34	1023	3436	2413	0	DIED
+32	622	4317	3695	0	DIED
+31	553	4384	3831	0	DIED
+38	2960	4858	1898	0	DIED
+1	1	5134	5133	1	DIED
+15	1	5270	5269	1	DIED
+36	2312	5310	2998	0	DIED
+12	1	5795	5794	1	DIED
+23	1	6230	6229	1	DIED
+39	3181	6476	3295	0	DIED
+0	1	6554	6553	1	DIED
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+40	4164	7012	2848	0	DIED
+25	1	7228	7227	1	DIED
+37	2847	7242	4395	0	DIED
+14	1	7833	7832	1	DIED
+33	1005	7878	6873	0	DIED
+16	1	8288	8287	1	DIED
+2	1	8533	8532	1	DIED
+22	1	8691	8690	1	DIED
+44	6810	9003	2193	0	DIED
+24	1	9588	9587	1	DIED
+26	1	9595	9594	1	DIED
+43	6745	9851	3106	0	DIED
+19	1	10197	10196	1	DIED
+41	5233	10292	5059	0	DIED
+28	1	10721	10720	1	DIED
+45	7590	10866	3276	0	DIED
+46	8166	11333	3167	0	DIED
+8	1	11761	11760	1	DIED
+17	1	12127	12126	1	DIED
+4	1	12916	12915	1	DIED
+3	1	13196	13195	1	DIED
+35	1757	14117	12360	0	DIED
+29	1	14865	14864	1	DIED
+27	1	18220	18219	1	DIED
+9	1	20542	20541	1	DIED
+42	6180	21547	15367	0	DIED
+6	1	22875	22874	1	DIED
+10	1	24305	24304	1	DIED
+47	9391	24711	15320	0	DIED
+21	1	25451	25450	1	DIED
+11	1	71742	71741	1	DIED
+7	1	81320	81319	1	DIED

20260530_071512/trial_003__arch.json

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+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 3,
+    "sampled_at": "2026-05-30T07:15:12"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 6.022625919709011,
+    "max_atrophy": 8.968549598906382,
+    "metabolic_rate_abs_cap_multiple": 57.00640479175011,
+    "idle_explore_seconds": 1.796623502564341,
+    "explore_probability": 0.268731045790212,
+    "mate_cooldown_seconds": 20,
+    "circadian_cycle_ticks": 849
+  },
+  "neural": {
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+    "connection_probability": 0.3805796197972338,
+    "afferent_synapse_strength": 1.0082105676372544,
+    "firing_threshold_excitatory": 0.48805003859422785,
+    "firing_threshold_inhibitory": -0.6525526736965991,
+    "spontaneous_firing_rate": 0.005045192649284962,
+    "intrinsic_timescale_default": 23.886025348818038,
+    "resting_potential_decay": 0.27992016722148105,
+    "sensorimotor_coupling": 2.915664296610343,
+    "symmetric_stdp": false,
+    "refractory_period_ticks": 4,
+    "post_spike_mp_reset": 0.45631391967241025,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.796833753380687,
+    "cryst_capacity": 1.4772114160578957,
+    "free_energy_beta": 0.4901751330455216
+  },
+  "operating_ranges": {
+    "learning_rate": 0.03295814292326409,
+    "plasticity_threshold": 0.4193779165794531,
+    "autoreceptor_coefficient": 0.17778989897320102,
+    "adaptation_tau_ticks": 34.35880845752689,
+    "adaptation_target_excitatory_multiplier": 0.9834071222595618,
+    "adaptation_target_inhibitory_multiplier": 1.7150129600901816,
+    "fitness_g_weight": 1.5
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
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+    "firing_threshold_jitter": 0.03591784655070882,
+    "mutation_strength": 0.05131330701814031,
+    "metabolic_rate_multiplier_range": [
+      0.7270432685133267,
+      1.5919267584190968
+    ]
+  }
+}