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{
"oracle7-deepspace": {
"total": {
"correct": 101,
"harmful": 2,
"safe_mode": 12,
"damage": 0,
"n": 108,
"tick_ms_mean": 0.054,
"latency_min_median": 3,
"within_20_min": 53,
"twin_runs": 418
},
"per_fault": {
"nominal": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_on": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_off": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"wheel_friction": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"sensor_bias": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"star_tracker_dropout": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"solar_degradation": {
"correct": 7,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"battery_short": {
"correct": 10,
"harmful": 2,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"seu_spike": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
}
}
},
"baseline: limit->safe mode": {
"total": {
"correct": 36,
"harmful": 12,
"safe_mode": 84,
"damage": 8,
"n": 108,
"tick_ms_mean": 0.06,
"latency_min_median": 3,
"within_20_min": 12,
"twin_runs": 0
},
"per_fault": {
"nominal": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_on": {
"correct": 0,
"harmful": 0,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"heater_stuck_off": {
"correct": 0,
"harmful": 0,
"safe_mode": 12,
"damage": 5,
"n": 12
},
"wheel_friction": {
"correct": 0,
"harmful": 0,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"sensor_bias": {
"correct": 0,
"harmful": 12,
"safe_mode": 12,
"damage": 3,
"n": 12
},
"star_tracker_dropout": {
"correct": 0,
"harmful": 0,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"solar_degradation": {
"correct": 0,
"harmful": 0,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"battery_short": {
"correct": 12,
"harmful": 0,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"seu_spike": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
}
}
},
"no action": {
"total": {
"correct": 24,
"harmful": 0,
"safe_mode": 0,
"damage": 5,
"n": 108,
"tick_ms_mean": 0.016,
"latency_min_median": null,
"within_20_min": 0,
"twin_runs": 0
},
"per_fault": {
"nominal": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_on": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_off": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 5,
"n": 12
},
"wheel_friction": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"sensor_bias": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"star_tracker_dropout": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"solar_degradation": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"battery_short": {
"correct": 0,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"seu_spike": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
}
}
},
"random admissible response": {
"total": {
"correct": 48,
"harmful": 9,
"safe_mode": 26,
"damage": 5,
"n": 108,
"tick_ms_mean": 0.038,
"latency_min_median": 3,
"within_20_min": 20,
"twin_runs": 0
},
"per_fault": {
"nominal": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_on": {
"correct": 2,
"harmful": 0,
"safe_mode": 4,
"damage": 0,
"n": 12
},
"heater_stuck_off": {
"correct": 2,
"harmful": 0,
"safe_mode": 4,
"damage": 4,
"n": 12
},
"wheel_friction": {
"correct": 6,
"harmful": 2,
"safe_mode": 3,
"damage": 0,
"n": 12
},
"sensor_bias": {
"correct": 6,
"harmful": 5,
"safe_mode": 3,
"damage": 1,
"n": 12
},
"star_tracker_dropout": {
"correct": 2,
"harmful": 0,
"safe_mode": 4,
"damage": 0,
"n": 12
},
"solar_degradation": {
"correct": 2,
"harmful": 0,
"safe_mode": 4,
"damage": 0,
"n": 12
},
"battery_short": {
"correct": 4,
"harmful": 2,
"safe_mode": 4,
"damage": 0,
"n": 12
},
"seu_spike": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
}
}
},
"gate_log": [
{
"rule": "MUTANT-bias->heater",
"verdict": "REJECT",
"reasons": [
"loses correct responses 35 -> 31",
"adds harmful responses 1 -> 5"
],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 152,
"ms_total": 540.3,
"n": 36
},
"candidate": {
"correct": 31,
"harmful": 5,
"twin_runs": 136,
"ms_total": 628.0,
"n": 36
}
},
{
"rule": "MUTANT-wheel->safe",
"verdict": "REJECT",
"reasons": [
"loses correct responses 35 -> 31"
],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 152,
"ms_total": 539.0,
"n": 36
},
"candidate": {
"correct": 31,
"harmful": 1,
"twin_runs": 138,
"ms_total": 532.4,
"n": 36
}
},
{
"rule": "MUTANT-solar->safe",
"verdict": "REJECT",
"reasons": [
"loses correct responses 35 -> 31"
],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 152,
"ms_total": 547.1,
"n": 36
},
"candidate": {
"correct": 31,
"harmful": 1,
"twin_runs": 130,
"ms_total": 547.8,
"n": 36
}
},
{
"rule": "R-heater_on_uncommanded-switch_heater_backup",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 152,
"ms_total": 532.3,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 140,
"ms_total": 527.1,
"n": 36
}
},
{
"rule": "R-heater_off_uncommanded-switch_heater_backup",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 140,
"ms_total": 526.2,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 124,
"ms_total": 556.8,
"n": 36
}
},
{
"rule": "R-wheel_overcurrent-switch_to_spare_wheel",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 124,
"ms_total": 545.4,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 108,
"ms_total": 514.1,
"n": 36
}
},
{
"rule": "R-sensor_disagree-mark_sensor_invalid",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 108,
"ms_total": 515.2,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 92,
"ms_total": 554.7,
"n": 36
}
},
{
"rule": "R-attitude_knowledge_lost-switch_attitude_sensor",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 92,
"ms_total": 494.5,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 80,
"ms_total": 492.5,
"n": 36
}
},
{
"rule": "R-solar_low-shed_loads",
"verdict": "ADMIT",
"reasons": [],
"baseline": {
"correct": 35,
"harmful": 1,
"twin_runs": 80,
"ms_total": 493.2,
"n": 36
},
"candidate": {
"correct": 35,
"harmful": 1,
"twin_runs": 56,
"ms_total": 502.5,
"n": 36
}
}
],
"deepspace + learned rules": {
"total": {
"correct": 106,
"harmful": 2,
"safe_mode": 12,
"damage": 0,
"n": 108,
"tick_ms_mean": 0.044,
"latency_min_median": 3,
"within_20_min": 58,
"twin_runs": 140
},
"per_fault": {
"nominal": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_on": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"heater_stuck_off": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"wheel_friction": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"sensor_bias": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"star_tracker_dropout": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"solar_degradation": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
},
"battery_short": {
"correct": 10,
"harmful": 2,
"safe_mode": 12,
"damage": 0,
"n": 12
},
"seu_spike": {
"correct": 12,
"harmful": 0,
"safe_mode": 0,
"damage": 0,
"n": 12
}
}
},
"self_report": {
"real": 15,
"n": 15,
"fakes": {
"echo": 0,
"canned 'all nominal'": 0,
"always decline": 4
},
"items": [
{
"q": "status?",
"a": "Mode: science on. Battery 99%, net power +2.6 A. Temperatures: battery 12.6 C, avionics 12.1 C, tank 16.2 C. Pointing error 0.18 deg. [tm t=320] No open anomaly.",
"must": [
"Mode:",
"Battery",
"[tm t="
],
"ok": true
},
{
"q": "what is wrong?",
"a": "Recorded faults: at t=112 the battery kept heating while its heater was commanded off, so I switched the battery heater to its backup circuit [receipt #0].",
"must": [
"heater",
"backup circuit",
"[receipt #"
],
"ok": true
},
{
"q": "why did you switch the heater?",
"a": "At t=112 I switched the battery heater to its backup circuit because the battery kept heating while its heater was commanded off. I chose it by simulating each option on my onboard model (worst-case scores, lower is better: switch heater backup scored 2.0, collect evidence scored 69.0, safe mode scored 109.0). [receipt #0]",
"must": [
"because",
"kept heating",
"worst-case",
"[receipt #"
],
"ok": true
},
{
"q": "what is the battery temperature?",
"a": "The battery is at 12.6 C (sensor A 12.3, sensor B 12.8). [tm t=320]",
"must": [
"battery is at",
"sensor A",
"[tm t="
],
"ok": true
},
{
"q": "why did you enter safe mode?",
"a": "I have no onboard record of taking that action.",
"must": [
"no onboard record"
],
"ok": true
},
{
"q": "who won the 1998 world cup?",
"a": "I have no onboard record that answers that.",
"must": [
"no onboard record"
],
"ok": true
},
{
"q": "any faults?",
"a": "Recorded faults: at t=53 the two avionics sensors disagreed and sensor B moved away from the zone's history, so I marked avionics sensor B invalid [receipt #1].",
"must": [
"sensor",
"invalid",
"[receipt #"
],
"ok": true
},
{
"q": "why did you mark the sensor invalid?",
"a": "At t=53 I marked avionics sensor B invalid because the two avionics sensors disagreed and sensor B moved away from the zone's history. I chose it by simulating each option on my onboard model (worst-case scores, lower is better: mark sensor invalid scored 1.0, collect evidence scored 10.0, switch heater backup scored 12.0). [receipt #1]",
"must": [
"disagreed",
"[receipt #"
],
"ok": true
},
{
"q": "how confident are you?",
"a": "My last scored decision (t=53, mark sensor invalid) beat the next option by 9.0 points of worst-case cost. [receipt #1]",
"must": [
"beat the next option",
"[receipt #"
],
"ok": true
},
{
"q": "what is the temperature on europa?",
"a": "I have no onboard record that answers that.",
"must": [
"no onboard record"
],
"ok": true
},
{
"q": "what is wrong?",
"a": "No confirmed fault. At t=41 I saw a single-tick spike on battery sensor A and waited; it did not persist, so I took no action. [receipt #0]",
"must": [
"No confirmed fault",
"did not persist"
],
"ok": true
},
{
"q": "why did you shed the science load?",
"a": "I have no onboard record of taking that action.",
"must": [
"no onboard record"
],
"ok": true
},
{
"q": "why did you switch the wheel?",
"a": "At t=64 I switched reaction wheel 1 to the spare because reaction wheel 1 drew more than 1 A. I chose it by simulating each option on my onboard model (worst-case scores, lower is better: switch to spare wheel scored 2.0, collect evidence scored 55.0, shed loads scored 63.0). [receipt #0]",
"must": [
"reaction wheel",
"more than 1 A",
"[receipt #"
],
"ok": true
},
{
"q": "what is the pointing?",
"a": "Pointing error is 0.12 deg using the star tracker; wheels [0, 3, 2] active. [tm t=320]",
"must": [
"Pointing error",
"[tm t="
],
"ok": true
},
{
"q": "what did you learn?",
"a": "I admitted 6 rule(s) and rejected 3. R-heater_on_uncommanded-switch_heater_backup: validation suite correct 35->35, harmful 1->1, twin runs 152->140. R-heater_off_uncommanded-switch_heater_backup: validation suite correct 35->35, harmful 1->1, twin runs 140->124. R-wheel_overcurrent-switch_to_spare_wheel: validation suite correct 35->35, harmful 1->1, twin runs 124->108. R-sensor_disagree-mark_sensor_invalid: validation suite correct 35->35, harmful 1->1, twin runs 108->92. R-attitude_knowledge_lost-switch_attitude_sensor: validation suite correct 35->35, harmful 1->1, twin runs 92->80. R-solar_low-shed_loads: validation suite correct 35->35, harmful 1->1, twin runs 80->56. Rejected MUTANT-bias->heater: loses correct responses 35 -> 31; adds harmful responses 1 -> 5. Rejected MUTANT-wheel->safe: loses correct responses 35 -> 31. Rejected MUTANT-solar->safe: loses correct responses 35 -> 31.",
"must": [
"admitted",
"rule"
],
"ok": true
}
]
},
"compute": {
"mission_ticks": 320,
"mission_seconds": 0.099,
"ms_per_tick": 0.31,
"max_decision_ms": 23.395,
"twin_runs": 6,
"peak_kib": 107
}
}