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Scalable Trustworthy AI Toggle navigation Home Overview Members Alumni Publications Courses Openings Contact Scalable Trustworthy AI Creating scalable and trustworthy AI with human guidance Overview Artificial intelligence (AI) bears hope for a positive future for humanity. For example, AI could help us fight climate change by optimising power usage. Like fire and electricity have fundamentally changed the life of mankind ( quote ), AI may also increase overall human productivity to balance out the ageing population and increase humanity’s overall welfare. The status quo is that AI is far from being perfect. One of the greatest issues is that AI systems are not trustworthy yet . It is difficult to understand when and why they fail. This is especially so when the models are deployed in environments that are different from the training environment (even slightly). Even worse, naive or malicious application of AI systems causes harm to humanity by amplifying pol...
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