"But that $50k represents what the author thinks they can get away with, not the true value of the dataset to your algorithm."
That is how the market works, right? The price of something is set not by the "value" but by what the seller can get. Researchers "get away" with keeping their data proprietary all the time.
Regardless of revenue, they were purchased for "over $10,000 per".
I call horse shit.
I agree with this statement, though, "It is undeniably destructive to our economy and future when many of our most innovative and exciting companies are bought by their competition."
Perhaps we're not building monopolies but huge diversified holding companies. My bet is on there actually being huge monopolistic effects of owning all the data.
I agree it is expensive to gather but is it something that can be sold at high cost to 1000s of customers? It seems the market for purchasers of that data might be limited to a small number of companies, probably hoping to build ML models.
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