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CRIT-AID

kovariati / CRIT-AID

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Code and results for "Stable Discrimination Can Hide Reliability Failures in AI Decision Support Under Distribution Shift and Changing Target Definitions". Computers 15(9), 560 (2026). DOI: 10.3390/computers15090560

benchmark machine-learning open-science reproducibility uncertainty-quantification robustness target-definition probability-calibration conformal-prediction research-software model-monitoring abstention trustworthy-ai target-shift selective-prediction dataset-shift distribution-shifts model-reliability ai-decision-support reliability-auditing
  • Updated Sep 13, 2026
  • Python

api-evangelist / sybilion

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Sybilion — independent third-party profile of a public API surface, by API Evangelist. Sybilion is a decision layer for industrial companies, providing economic and causal forecasting that connects external market dynamics to internal exposure for procurement, trading and risk teams. It exposes forecasts, their drivers, and alerts via a REST API an

mcp procurement time-series-forecasting apis-json economic-forecasting trading-analytics supply-chain-risk commodity-price-forecasting ai-decision-support industrial-market-intelligence
  • Updated Nov 1, 2026

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