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Explore the current AI boom beyond the hype in this colloquium talk that provides a balanced perspective on artificial intelligence systems. Examine what AI technologies are actually doing rather than what promotional materials claim, focusing on large language models and similar systems that create illusions of understanding without genuine comprehension or intention. Learn about the real problems AI creates today and in the foreseeable future, approached through the lens of how society chooses to apply these technologies. Discover why human oversight and care remain essential foundations when integrating AI systems into various contexts, avoiding both doom-and-gloom predictions and uncritical enthusiasm. Gain insights into making informed decisions about AI applications by understanding the fundamental limitations of current systems while recognizing their potential utility when properly contextualized and supervised.
