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Go to a big city art museum and they're swarming with school groups.
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If there are tech conventions, why not science conventions?
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Do people not in tech go to tech conventions?
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My company has a tech convention every year. Last time I went I played spot the tech person - most people there failed the test (they were former engineers now in management trying to pretend they were still technical). I'm a staff engineer and I was the lowest position person I saw there - not even senior engineers much less the low or mid level engineers that would benefit from talking to the seniors at a tech conference.
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I think tech aficionados and media types do. Tech conventions are more consumer-friendly than the scientific equivalent.
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I'd categorize both those groups as being "in tech." Even if they're not active developers, they're certainly tech-adjacent especially in the software space.

There are probably counter-examples, but I'm not sure where I'd go if I were, say, an enthusiastic amateur physics or chemistry enthusiast of some sort that would be especially accessible.

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There are. But there are mostly attended by people working in the field.
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