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> I haven't yet found a use case for these "time series" focused deep learning models.

I guarantee you there will be chartists hawking GPT-powered market forecasts.

That is terrifying but inevitable. Lol, the back end will just be chatgpt API asking, which stock should I buy next?

What's terrifying about it?