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The Big Data Blog
THE MIRROR.
Why AI Chatbots Seem Opinionated or Empathetic Large language models (LLMs) like ChatGPT generate all their responses by statistical prediction over large text corpora. They assign a probability to each possible next word based on the input context, then sample or choose high-probability continuations . In other words, the model has learned patterns (grammar, facts, style) from its training texts, but it has no beliefs, desires, or consciousness of its own. It does not “think
Dec 30, 20258 min read
Navigating the Shift from the Attention Economy to the Verification Economy in AI
The Stochastic Crisis refers to the unavoidable errors that arise from probabilistic AI models. Because these systems guess the most probabl
Dec 9, 20253 min read
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