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For transformers, attention is a core mechanism of intelligence. But in the age of large models, the scarcer resource is human attention. AI can generate code, documents, analyses, and plans at machin
Very often, people believe they are analyzing a problem when they are really only commenting on personalities. Mature judgment does not only ask who did what. It also asks what the system rewards, pun
GPT-6 has not even arrived, and the market is already writing its verdict. This essay is not really about benchmark scores. It is about why the model wars have entered phase two: OpenAI’s fragmentatio