Why can a model miss information that exists online?
Its training data may not include that page or its latest version. Learning from a document also does not guarantee reliable recall of every detail.
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More FAQs in What role does training data play in teaching an LLM?
Usually not during next-token pre-training. Existing sequences supply prediction targets automatically, while later training stages may use demonstrations, preference labels, or other feedback.
Yes. Generated examples can provide additional practice or targeted coverage, but their errors, repetition, and limited variety must be evaluated before relying on them.
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