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If an in-house model fails, management faces consequences; if you pay Anthropic and project fails, mgmt evades blame (“no one was ever fired for using Microsoft”). Hence cloud services exist, in spite of higher costs. Mgmt may not be this stupid as concerns ai, but it’s possible

I would qualify this, though, because it won’t take much do-it-on-premises self-reliance to trash the big ai business model, such as it is, - it may be self-trashing. I am forever amazed at how managers will fire employees in favor of expensive vendors in order to avoid blame.

You think you're too cynical but this is literally the bet pro Microsoft. They make overpriced shit products that keep causing damage but ultimately none of this matters because the actual USP is C level buying the thing other C levels buy to cover their ass

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People who are saying everyone will vibecode in house SAP on their Mac studio just don't understand how businesses make decisions. Infrastructure cost is a completely irrelevant factor, because the cost is the same for all companies in the same McKinsey deck.