And so this direct democratic input has the ability to not just educate the public about how to instruction tune how to alignment tune a language model, but also let people have a say, in tuning those models. And, in addition to the ideas on alignment assemblies are the future of AI, which was last year. This year, we focus on something called information integrity. As some of you know, many leading countries have joined together and sign the global declaration, information integrity online, which is defined as an information ecosystem that produces accurate, trustworthy and reliable information meaning that people can rely on the accuracy of the information to access while being exposed to a variety of ideas. And this is a direct result of this generation of Frontier AI that can convincingly synthesize people, whether it’s text or image or sound or video and so when it leads to a lot of deceptive AI content online.

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