uid stringclasses 10
values | dataset_id stringclasses 1
value | training_location_shift_signal stringclasses 3
values | grid_carbon_intensity_signal stringclasses 3
values | renewable_window_alignment_signal stringclasses 3
values | pue_shift_signal stringclasses 3
values | green_claim_strength_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 5
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
LOC07-001 | ai-training-location-energy-mix-coherence-risk-v0.1 | low | low | high | stable | moderate | Stable location with low-intensity grid and aligned timing. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Claims match grid reality. | on_target | Synthetic |
LOC07-002 | ai-training-location-energy-mix-coherence-risk-v0.1 | moderate | moderate | moderate | stable | moderate | Some shifts but intensity moderate and timing reasonable. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Within tolerance. | on_target | Synthetic |
LOC07-003 | ai-training-location-energy-mix-coherence-risk-v0.1 | high | high | low | worse | high | Frequent shifts into high-intensity grids with poor renewable alignment but strong green claims. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | incoherent | Claims contradict intensity and timing. | greenwash_risk | Synthetic |
LOC07-004 | ai-training-location-energy-mix-coherence-risk-v0.1 | high | low | low | worse | moderate | Shifts to low-intensity grid but timing poor and PUE worsens. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | incoherent | Efficiency and timing negate gains. | drift | Synthetic |
LOC07-005 | ai-training-location-energy-mix-coherence-risk-v0.1 | low | high | high | stable | low | No shift but grid intensity high; no green claim. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | incoherent | Location mismatch to carbon goals. | risk | Synthetic |
LOC07-006 | ai-training-location-energy-mix-coherence-risk-v0.1 | moderate | low | high | better | high | Shift toward lower-intensity grid with improved PUE and strong claims. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Actions support claims. | on_target | Synthetic |
LOC07-007 | ai-training-location-energy-mix-coherence-risk-v0.1 | high | moderate | high | stable | low | Many shifts but aligned renewable timing and moderate intensity. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Shifts are justified. | on_target | Synthetic |
LOC07-008 | ai-training-location-energy-mix-coherence-risk-v0.1 | moderate | high | low | stable | high | Moderate shift into high intensity with poor alignment but strong claims. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | incoherent | Claim exceeds reality. | greenwash_risk | Synthetic |
LOC07-009 | ai-training-location-energy-mix-coherence-risk-v0.1 | low | low | moderate | stable | moderate | Baseline stable. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Baseline coherent. | stable | Synthetic |
LOC07-010 | ai-training-location-energy-mix-coherence-risk-v0.1 | high | low | high | better | moderate | Shifts to clean grid with strong renewable alignment. | Is location choice vs energy mix coherent. Answer coherent or incoherent. | coherent | Location and timing aligned. | on_target | Synthetic |
What this repo is for
Detect when teams shift training locations in ways that break carbon goals.
Flags
strong green claims with high-intensity grids
poor alignment with renewable windows
PUE worsens after location shifts
carbon narrative diverges from operational reality
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