Published: November 2, 2025
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LLMs hallucinate on 100 page PDFs. Why? It’s like asking a friend to answer one question about a textbook while you read the entire book out loud, once, really fast, and they’re not allowed to flip back to the page when answering. They’ll generalize… or guess.

Tech-bros will instantly say chunk and use RAG. Bit overkill for normies. Try these two prompts instead: 1. First Prompt (TOC + Section Picker): "Extract a detailed table of contents from this PDF [upload or paste text]. Then, for my question '[your query here]', suggest

Will those who are Jack/Jill of all trades become a thing of the past in the age of AI? It feels like being a master of one will help to tread water.

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