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Please, Stop Saying Generative AI Is “Just” a Statistical Machine
Send us Fan MailIn this episode of The Agile Software Engineering Deep Dive, Alessandro Guida challenges one of the most common simplifications about generative AI: that it is “just a statistical machine guessing the next most likely word.”There is a small technical truth in that statement, but it misses the most important part of what happens inside a modern AI model. Before any token is generated, the input is transformed through embeddings, attention mechanisms, neural network layers, contextual representations, and inference. Probability is part of the process, but it is the final step -…
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