The only real solution I've found is to help build the fully agent-centric web, where there are no third parties - full P2P Protocol Cooperativism. [1] [2]
[1] https://medium.com/holochain/holochain-reinventing-applicati...
Palantir the company doesn't have access to the data. The government agencies have access to the data. Palantir licenses its software to these organizations. The company doesn't have special access to any sensitive data.
Well that's a good reason.
The point I'm making is that I don't agree on Palantir's approach and strategy. If you watch the Ava Duvernay's documentary '13th' you'll see that systemic oppression of black bodies never ended. The school-to-prison pipeline guarantees exploitation and incarceration of the US's dark history of slavery and genocide.
So instead of Palantir pushing for systemic change, I see their technology as regressive and focused on giving power to unjust causes.
If you want to read more about how algorithms recreate bias, there's quite a lot of material that has come out recently. Here is an important point from Algorithsm of Oppression:
※ Those who have the power to design systems--classification or technical [like library, museum, & information professionals]--hold the ability to prioritize hierarchical schemes that privilege certain types of information over others.[1]
There's also another book called Automating Inequality, among others.
[1] https://www.goodreads.com/review/show/2206336831?book_show_a...