Alex Karp, co-founder of Palantir Technologies

Give your product away for free, pay your employees modest wages and whatever you do, do NOT go public.

That's how Palantir Technologies, a semi-secret data analytics firm, became one of the hottest tech companies in Silicon Valley, according to CEO Alex Karp.