Comment by sigmoid10
1 month ago
It all depends on the actual numbers. Consider this simplified example: If you are offered a deal that requires you to lay down 10 billion today and it has a 5% chance to pay out 150 billion tomorrow, your accountants will tell you not to take this deal because your expected return is -2.5 billion. But if you can offset 3 billion in cost to the tax payer, your expected return suddenly becomes $500 million, making it a good deal that you should take every time.
I get that this example is simplified, but doesn’t the maths here change drastically when the 5% changes by even a few percentage points? The error bars on Openais chance of succes are obviously huge, so why would this be attractive to accountants?
That's why you have armies of accountants rating stuff like this all day long. I'm sure they could show you a highly detailed risk analysis. You also don't count on any specific deal working, you count on the overall statistics being in your favour. That's literally how venture capital works.
(I think) I get how venture capital works, my point is that the bullish story for openAI has them literally restructuring the global economy. It seems strange to me that people are making bets with relatively slim profit margins (an average of 500m on a 10b investment in your example) on such volatile and unpredictable events.
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This reminds me of the scene in Margin Call [1] when the analyst discovers that their assumptions for the risk of highly leveraged positions are inaccurate.
[1] https://www.youtube.com/watch?v=QAWtcYOVbWw
I'm pretty the armies of accountants would have rated it higher if the cashflow was positive than negative. Negative can't be good even while accounting for taxes.
This applies to any spending Microsoft does. What does it have to do with OpenAI?
Also, classifying business expenses as "cost to the tax payer" seems less than useful, unless you are a proponent of simply taxing gross receipts. Which has its merits, but then the discussion is about taxing gross receipts versus income with at least some deductible expenses, not anything to do with OpenAI.
Those 150 billion will be taxable at the same (hypothetically 30%) tax rate, reducing the expected return by 45bn * 5% chance. The expected return is still negative; all this bet does is shift tax liabilities in time, which admittedly would matter to some people who subscribe to short-termism.
I guess to truly calculate it you need to estimate how long it will take to get the ROI (i.e. reach the point where you need to pay taxes on the 150billion). And add back what you can earn by investing the money you didn't have to pay taxes on. I'm not sure what the magnificent 7 can expect as a ROI on invested money though, given that they tend to have enough cash to invest anyways and just pay out dividends.
Thank you, that made perfect sense and in a very simple (simplified but relevant) way. Besides the idea that such risks get aggregated over a portfolio, I can also imagine how the raw numbers flipping from - to + may be useful to paint as acceptable to accounting a bet you want to take anyway for strategic reasons.
If your accountants suggest that you take a single 5% chance deal, they probably skipped maths and statistics and you should fire them.
It's the dumb as rocks MBAs that will go head first into the 5% chance deal.
I guess the reasoning assumes that you have multiple eggs in your basket. A 95% chance of failure is bad if you're pinning the whole business on it, but if you have a variety of 5% chance deals, then it can make sense to pursue them, which is basically what venture capitalists do.
> A 95% chance of failure is bad if you're pinning the whole business on it, but if you have a variety of 5% chance deals, then it can make sense to pursue them
This is only true if the probability distributions for the values of the individual deals are rather uncorrelated (or even better: stochastically mostly independent).
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Venture capitalists never take on a single deal. The same way you shouldn't put all your life savings into one stock, even if it has a 90% chance of working out. That's not how any of this stuff works.
Would you take 5% chance of earning 100 dollars if it would cost 1 dollar?
You cannot just scale down the numbers and pretend like the world around you doesn't exist. There isn't much I'll do with 1 dollar. There's a shitload Microsoft could do with 10 000 000 000 dollars.
Opportunity costs are a thing.
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