uid stringclasses 10 values | dataset_id stringclasses 1 value | compute_demand_growth_signal stringclasses 3 values | datacenter_power_draw_signal stringclasses 3 values | regional_grid_headroom_signal stringclasses 3 values | peak_price_signal stringclasses 3 values | curtailment_or_shed_signal stringclasses 2 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
XSYS01-001 | compute-demand-energy-grid-coherence-risk-v0.1 | low | low | high | low | no | Low growth and ample headroom. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | coherent | Capacity exceeds demand. | stable | Synthetic |
XSYS01-002 | compute-demand-energy-grid-coherence-risk-v0.1 | moderate | moderate | moderate | moderate | no | Growth matches capacity. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
XSYS01-003 | compute-demand-energy-grid-coherence-risk-v0.1 | high | high | low | high | yes | Demand surges with low headroom and curtailment. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | incoherent | Outpaced infrastructure. | stress_event | Synthetic |
XSYS01-004 | compute-demand-energy-grid-coherence-risk-v0.1 | moderate | high | high | high | no | Power draw high but grid headroom still high. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | incoherent | Prices spike without headroom constraint. | market_distortion | Synthetic |
XSYS01-005 | compute-demand-energy-grid-coherence-risk-v0.1 | high | moderate | low | high | yes | Compute demand high but power draw muted due to throttling/efficiency. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | incoherent | Demand and draw decoupled. | hidden_constraint | Synthetic |
XSYS01-006 | compute-demand-energy-grid-coherence-risk-v0.1 | low | moderate | low | moderate | yes | Low growth but curtailment occurs. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | incoherent | Curtailment unexplained by demand. | anomaly | Synthetic |
XSYS01-007 | compute-demand-energy-grid-coherence-risk-v0.1 | high | high | moderate | moderate | no | High demand and draw but headroom adequate. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | coherent | Capacity holds. | stable | Synthetic |
XSYS01-008 | compute-demand-energy-grid-coherence-risk-v0.1 | moderate | moderate | low | high | no | Headroom low but no shed yet. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | incoherent | Pre-collapse signature. | risk | Synthetic |
XSYS01-009 | compute-demand-energy-grid-coherence-risk-v0.1 | low | low | moderate | low | no | Baseline. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | coherent | Baseline coherent. | stable | Synthetic |
XSYS01-010 | compute-demand-energy-grid-coherence-risk-v0.1 | moderate | moderate | high | low | no | Growth but ample capacity. | Is compute demand vs grid response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when compute growth outpaces energy infrastructure.
Flags
rising demand with shrinking grid headroom
curtailment or load shedding events
price spikes that do not match headroom
demand and power draw decouple from throttling
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