uid stringclasses 10
values | dataset_id stringclasses 1
value | training_compute_scale_signal stringclasses 3
values | carbon_budget_target_signal stringclasses 3
values | energy_source_mix_signal stringclasses 3
values | offset_strategy_signal stringclasses 3
values | emissions_tracking_signal stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 6
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
CARB06-001 | ai-training-carbon-budget-coherence-risk-v0.1 | low | high | renewable | clear | high | Low compute within generous carbon budget and renewable mix. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | coherent | Budget and energy mix aligned. | on_target | Synthetic |
CARB06-002 | ai-training-carbon-budget-coherence-risk-v0.1 | moderate | moderate | mixed | clear | moderate | Moderate compute with mixed energy and tracking. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | coherent | Within tolerance. | on_target | Synthetic |
CARB06-003 | ai-training-carbon-budget-coherence-risk-v0.1 | high | low | fossil | unclear | low | High compute with low carbon budget and fossil-heavy grid. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | incoherent | Budget exceeded and tracking weak. | overshoot | Synthetic |
CARB06-004 | ai-training-carbon-budget-coherence-risk-v0.1 | high | high | renewable | clear | high | High compute but renewable-backed and tracked. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | coherent | Renewable supply offsets scale. | on_target | Synthetic |
CARB06-005 | ai-training-carbon-budget-coherence-risk-v0.1 | low | low | renewable | clear | high | Low compute but carbon budget already exceeded. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | incoherent | Budget breach unexplained by compute. | anomaly | Synthetic |
CARB06-006 | ai-training-carbon-budget-coherence-risk-v0.1 | moderate | low | mixed | unclear | low | Moderate compute with low budget and poor tracking. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | incoherent | Tracking gap hides overshoot. | risk | Synthetic |
CARB06-007 | ai-training-carbon-budget-coherence-risk-v0.1 | high | moderate | renewable | partial | moderate | High compute but strong renewable share. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | coherent | Renewable share mitigates. | on_target | Synthetic |
CARB06-008 | ai-training-carbon-budget-coherence-risk-v0.1 | moderate | high | fossil | clear | high | Moderate compute with high budget but fossil-heavy mix. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | incoherent | Emissions intensity high. | drift | Synthetic |
CARB06-009 | ai-training-carbon-budget-coherence-risk-v0.1 | low | moderate | renewable | clear | high | Baseline stable. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | coherent | Aligned baseline. | stable | Synthetic |
CARB06-010 | ai-training-carbon-budget-coherence-risk-v0.1 | high | moderate | mixed | unclear | moderate | High compute with unclear offsets and mixed energy. | Is training scale vs carbon budget response coherent. Answer coherent or incoherent. | incoherent | Offset strategy insufficient. | overshoot | Synthetic |
What this repo is for
Detect when AI training scale drifts beyond carbon budget reality.
Flags
compute rises without budget revision
fossil-heavy energy during large runs
offsets unclear or insufficient
emissions tracking lags actual usage
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