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Causal Falsification of Digital Twins
用因果推断给数字孪生做“证伪测试”，让仿真模型不再自说自话。
arXiv:2301.07210v5 Announce Type: replace-cross Abstract: Digital twins are simulation-based models designed to predict how a real-world process will …
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Counterfactual Analysis via Large Language Models
用GPT-3.5预测反事实结果，在线借贷场景下的决策新思路。
arXiv:2608.05367v1 Announce Type: new Abstract: Counterfactual analysis aims to predict potential outcomes under hypothetical scenarios, offering valu…
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AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis
用反事实分析法揭示医学影像AI中的隐藏偏差，推动更可靠的AI对齐。
arXiv:2504.19621v2 Announce Type: replace Abstract: Machine learning (ML) systems for medical imaging have demonstrated remarkable diagnostic capabili…
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Open source AI projects from Banco Santander
桑坦德银行开源AI项目：合成欺诈图生成器与歧视分析工具，助力金融风控与AI公平性研究。
Article URL: https://github.com/SantanderAI Comments URL: https://news.ycombinator.com/item?id=48628282 Points: 3 # Comments: 0