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Microsoft insiders worry the company has become just 'IT for OpenAI'
(www.businessinsider.com)
This is a most excellent place for technology news and articles.
Can't really answer the expense trade-off until you look at concrete use cases, something general AI is allergic to...
You've got a great point there, actually