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One of the things you may have missed out in your design is some arrow going from the last layer in the layer side back to the first layer. e.g. If you're thinking some thoughts you'll want those to keep going round and round in your head. At the moment while your design would have some way to learn and react to the environment, it wouldn't have any short ...


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CNNs, LSTMs, GRUs and transformers are or use artificial neural networks. The expression computational intelligence (CI) is often used interchangeably with artificial intelligence (AI). CI can also refer to a subfield or superfield of AI where biology is often an inspiration. See What is Computational Intelligence and what could it become? by Włodzisław Duch....


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If the AI is static (heuristic and fixed), it will always pursue the stated goal. However, such a system would be "brittle", and either break or produce bad output if confronted with input not previously defined, or outside its model. If the AI evolves via learning, even where the goal is specific, its interpretation of that goal might change, and produce ...


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As far as I know, no true artificial general intelligent system (AGI) has been implemented or is practically useful. Yes, there is Sophia and similar robots that may look like an AGI, but they aren't really AGI systems, as they lack several capabilities that we humans have and they can't really adapt to new circumstances. AlphaGo and AlphaStar are narrow AI ...


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Task Specification It's been proposed that novelty search may circumvent this problem. See: Abandoning Objectives: Evolution Through the Search for Novelty Alone. In this model, the agent has no goal or objective, but just messes around with the data to see what results. (This could be regarded as finding/forming patterns. Here's a recent popular ...


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I am focusing on what you have posted here without going through (or having read) the whole essay you linked: In the classic ‘brain in a vat’ thought experiment, the brain, when temporarily disconnected from its input and output channels, is thinking, feeling, creating explanations — it has all the cognitive attributes of an AGI. So the relevant ...


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