Why AI Can’t Replace Us Functionally

animals, arithmetic, artificial inteligence, attention, bigram model, Claude, Claude Shannon, coherence, comprehension, Computational Sciences, computer code, Conversations, Data Processing Inequality, disinformation, embedding, English, fish, food, functional capability, games, generative AI systems, GPT-5, human exceptionalism, humans, incompleteness theorem, information theory, Kurt Gödel, large language models, mathematical reasoning, model collapse, music, numbers, pixels, poetry, processing, prompts, Reasoning, René Magritte, semantics, statistical patterns, syntax, The Treachery of Images, tokens, vectors, video, William Shakespeare, word approximation, words
The map is not the territory. The symbol is not the thing. And the model is not the mind. Source
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How Frogs and Fish “Count”

algebra, ants, Brian Butterworth, calculus, Can Fish Count?, common ancestor, croaks, dyscalculia, fish, frogs, Gary Rose, geometry, humans, Intelligent Design, mathematics, neurons, neuroscience, Neuroscience & Mind, number sense, numbers, pallium, Psyche (journal), respiratory fitness, túngara frog, zebrafish
We’re beginning to find out more about how animals that don’t really “think” much can keep track of numbers, when needed. Source
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