The Sequence Scope: Meta AI Ideas for Autonomous Intelligence

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📝 Editorial: Meta AI Ideas for Autonomous Intelligence

Recreating the cognitive patterns of human intelligence has long been the elusive goal of artificial intelligence (AI). Despite the massive progress in deep learning, AI systems remain pretty far from resembling human-like intelligence. One of the hallmarks of human intelligence is our ability to develop models of the world using a lot of background knowledge and very minimum interactions with a given environment. We don’t need to learn every single concept to master a new task. We often refer to this as common sense, and it seems to be one of the missing building blocks of the current generation of AI systems. Recent deep learning disciplines such as self-supervised learning (SSL) seem to have a…