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Prediction Markets act the same way as Gambling Exchange - the assets are denominated as both sides of the book minus the spread.

https://www.betfair.com/exchange/plus/

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Collateral is not uncommon in gambling (e.g. pink slips). That does not seem to distinguish gambling from speculating.
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That's not collateral, that's the thing being wagered.
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What collateral is underlying the massive, state-sponsored, Spanish lottery ticket and scratch off racket?
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I don't think you'd find anyone arguing that the lottery isn't gambling, so I'm not sure what argument you're trying to make here.
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A casino is by definition a house that takes rake and is not the government or one of its subsidiaries ...
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