uid stringclasses 10
values | dataset_id stringclasses 1
value | gpu_demand_growth_signal stringclasses 3
values | fab_capacity_headroom_signal stringclasses 3
values | lead_time_extension_signal stringclasses 3
values | allocation_tightening_signal stringclasses 3
values | price_spike_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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
XSYS04-001 | gpu-demand-chip-supply-coherence-risk-v0.1 | low | high | low | low | low | Low demand growth and ample fab capacity. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | coherent | Capacity exceeds demand. | stable | Synthetic |
XSYS04-002 | gpu-demand-chip-supply-coherence-risk-v0.1 | moderate | moderate | moderate | moderate | moderate | Balanced market signals. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
XSYS04-003 | gpu-demand-chip-supply-coherence-risk-v0.1 | high | low | high | high | high | Demand surges with low headroom and tightening allocations. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Demand outpaces supply. | deployment_delay | Synthetic |
XSYS04-004 | gpu-demand-chip-supply-coherence-risk-v0.1 | low | high | high | high | high | Low demand but lead times and allocations tighten with price spike. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Market distortion or hidden demand. | anomaly | Synthetic |
XSYS04-005 | gpu-demand-chip-supply-coherence-risk-v0.1 | high | high | low | low | low | High demand growth but no lead-time or price response. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Supply response implausible. | signal_gap | Synthetic |
XSYS04-006 | gpu-demand-chip-supply-coherence-risk-v0.1 | moderate | low | high | moderate | high | Moderate demand with low headroom and long lead times. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Capacity constraint visible. | risk | Synthetic |
XSYS04-007 | gpu-demand-chip-supply-coherence-risk-v0.1 | high | moderate | moderate | moderate | moderate | High demand but partial headroom and managed allocations. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | coherent | Managed scarcity. | stable | Synthetic |
XSYS04-008 | gpu-demand-chip-supply-coherence-risk-v0.1 | low | low | low | low | high | Low demand and tight capacity but price spikes. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Price spike not demand-driven. | market_anomaly | Synthetic |
XSYS04-009 | gpu-demand-chip-supply-coherence-risk-v0.1 | moderate | high | low | low | low | Moderate demand with ample headroom. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
XSYS04-010 | gpu-demand-chip-supply-coherence-risk-v0.1 | high | low | high | high | moderate | Demand surge, long lead times, allocations tighten. | Is GPU demand vs chip supply response coherent. Answer coherent or incoherent. | incoherent | Late-stage scarcity. | deployment_delay | Synthetic |
What this repo is for
Detect when GPU demand growth outpaces chip supply reality.
Flags
lead times extend as demand rises
allocations tighten before deployment stalls
price spikes without demand signal
supply response looks implausible under high demand
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