"Those are deeply personal experiences where you want to hear from other people who have been there. I think you can't really get that in other places."
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Beyond update dates, freshness signals include referencing recent events, citing current statistics and data, mentioning the current year in context where relevant, and updating examples to reflect current tools and practices. These signals reassure both AI models and human readers that the information hasn't become outdated even if the core topic is relatively stable.
Which felt like a good thing at the time but it was a good learning moment, because the fall-out was minimal, right – it was just an annoyance that people could live with.